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<div class=3DWordSection1>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center'><b style=3D=
'mso-bidi-font-weight:
normal'><u>The purpose of </u></b><b style=3D'mso-bidi-font-weight:normal'>=
<u><span
style=3D'font-family:"Cambria Math","serif"'>these</span> notes</u></b><b
style=3D'mso-bidi-font-weight:normal'><u><span style=3D'font-family:"Cambri=
a Math","serif"'><o:p></o:p></span></u></b></p>

<p class=3DMsoNormal>I have an interest in string theory. </p>

<p class=3DMsoNormal>The reason I am fascinated with string theory comes fr=
om the
fact that, <span style=3D'mso-fareast-font-family:"Times New Roman";mso-far=
east-theme-font:
minor-fareast'>when modeling waves,</span> I was stunned to find out the
implications <span class=3DGramE>of </span><!--[if gte msEquation 12]><m:oM=
ath><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif"'><m:r>e</m:r><m:r>=3D</m:r><m:r>m</m:r></span></i><m:sSup><m:s=
SupPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif"'><m:r>c</m:r><=
/span></i></m:e><m:sup><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif"'><m:r>2</m:r></span></i></m:sup></m:sSup></m:oMath><![endif]=
--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:4.5pt;mso-text-raise:-=
4.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shapetype
 id=3D"_x0000_t75" coordsize=3D"21600,21600" o:spt=3D"75" o:preferrelative=
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 <v:path o:extrusionok=3D"f" gradientshapeok=3D"t" o:connecttype=3D"rect"/>
 <o:lock v:ext=3D"edit" aspectratio=3D"t"/>
</v:shapetype><v:shape id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'wi=
dth:39.75pt;
 height:15pt'>
 <v:imagedata src=3D"tensor_files/image001.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D53 height=3D20
src=3D"tensor_files/image002.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>.<span
style=3D'mso-spacerun:yes'>  </span>We do not really convert matter into en=
ergy.<span
style=3D'mso-spacerun:yes'>  </span>We are converting energy in a standing =
wave
(the illusion we call matter) into free energy. <o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>The equation could be <span class=3DG=
ramE>written
</span></span><!--[if gte msEquation 12]><m:oMath><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>e</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>released</m:r></span></i></m:sub></m:sSub><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>=3D</m:r></span></i><m:d><m:dPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:dPr><m:e><i style=3D'mso-bidi-fo=
nt-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>frozen</m:r=
><m:r>
    </m:r><m:r>energy</m:r></span></i></m:e></m:d><m:sSup><m:sSupPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>c</m:r></sp=
an></i></m:e><m:sup><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>2</m:r></span></i></m:sup></m:sSup></m:oMath><![endif]--><![if=
 !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:5.5pt;mso-text-raise:-=
5.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:146.25pt;height:15=
pt'>
 <v:imagedata src=3D"tensor_files/image003.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D195 height=3D20
src=3D"tensor_files/image004.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>.
Happily the amount of force required to change the standing energy wave into
free energy is enormous in most cases – less stable atoms such a uranium do=
 not
require a large amount of energy to change their state. If that force was m=
uch,
much lower, each step you take would cause an atomic explosion!<o:p></o:p><=
/span></p>

<p class=3DMsoNormal>I remember my awe when doing 3D modeling of the Schrod=
inger
Wave equation:<span style=3D'mso-spacerun:yes'>  </span><span
style=3D'mso-spacerun:yes'>     </span><br>
<!--[if gte msEquation 12]><m:oMathPara><m:oMath><m:f><m:fPr><span
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    mso-hansi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span></m:f=
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6;</m:r></span></i></m:e><m:sup><i
      style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Camb=
ria Math","serif"'><m:r>2</m:r></span></i></m:sup></m:sSup><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif"'><m:r>&#936;</m:r></span></i><m:d><m:dPr><span
      style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Ca=
mbria Math";
      mso-hansi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span></m=
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      style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Camb=
ria Math","serif"'><m:r>x</m:r><m:r>,</m:r><m:r>t</m:r></span></i></m:e></m=
:d></m:num><m:den><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif"'><m:r>&#8706;</m:r></span></i><m:sSup><m:sSupPr><span
      style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Ca=
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      mso-hansi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span></m=
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      style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Camb=
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ria Math";
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:dPr><m:e><i style=3D'mso-bidi-f=
ont-style:
    normal'><span style=3D'font-family:"Cambria Math","serif"'><m:r>x</m:r>=
</span></i></m:e></m:d><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif"'><m:r>&#936;</m:r></span></i><m:d><m:dPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:dPr><m:e><i style=3D'mso-bidi-f=
ont-style:
    normal'><span style=3D'font-family:"Cambria Math","serif"'><m:r>x</m:r>=
<m:r>,</m:r><m:r>t</m:r></span></i></m:e></m:d><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif"'><m:r>=3D</m:r><m:r>i</m:r></span></i><span
  style=3D'font-family:"Cambria Math","serif";mso-bidi-font-family:Calibri;
  mso-bidi-theme-font:minor-latin'><m:r><m:rPr><m:scr m:val=3D"roman"/><m:s=
ty
     m:val=3D"p"/></m:rPr>&#295;</m:r></span><m:f><m:fPr><span style=3D'fon=
t-family:
    "Cambria Math","serif";mso-ascii-font-family:"Cambria Math";mso-hansi-f=
ont-family:
    "Cambria Math";font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr>=
</m:ctrlPr></span></m:fPr><m:num><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif"'><m:r>&#8706;&#936;</m:r><m:r>(</m:r><m:r>x</m:r><m:r>,</m:=
r><m:r>t</m:r><m:r>)</m:r></span></i></m:num><m:den><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif"'><m:r>&#8706;t</m:r></span></i></m:den></m:f><br>
 </m:oMath></m:oMathPara><![endif]--><![if !msEquation]><span style=3D'font=
-size:
11.0pt;line-height:115%;font-family:"Calibri","sans-serif";mso-ascii-theme-=
font:
minor-latin;mso-fareast-font-family:Calibri;mso-fareast-theme-font:minor-la=
tin;
mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:199.5pt;height:28.5pt'>
 <v:imagedata src=3D"tensor_files/image005.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D266 height=3D38
src=3D"tensor_files/image006.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-spacerun:yes'> </span>which lead me to the previous <span
class=3DGramE>conclusion,</span> and I would like to model strings and writ=
e a
program that shows 3D or possibly ND strings.</p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>I would like to fully understand the
implications of strings and the multidimensional quality of them and possib=
ly
gain a <i style=3D'mso-bidi-font-style:normal'>new</i> stunning view.<span
style=3D'mso-spacerun:yes'>  </span>It’s like climbing a mountain just to l=
ook
out from the top. Currently that view eludes me.<span
style=3D'mso-spacerun:yes'>  </span><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>Of course I realize that string theory
might be all wrong, but still it is a fun mental exercise.<o:p></o:p></span=
></p>

<p class=3DMsoNormal>The math of string theory is over my head right now.<s=
pan
style=3D'mso-spacerun:yes'>  </span>I have never taken a class in tensor ca=
lculus
and am attempting to understand it so that I can model strings. Tensor calc=
ulus
is the calculus of N dimensions. It has uses in stress analysis, fluid
dynamics, electromagnetic and much more. <a
href=3D"http://en.wikipedia.org/wiki/Tensor">http://en.wikipedia.org/wiki/T=
ensor</a>
</p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>I have a feeling for the possible
multidimensional nature of gravity in that it should be much stronger than =
it
is (we should be stuck like pancakes to the earth) and that the reason we a=
re
not is that much of the force of gravity is in another dimension(s) but I w=
ould
like a deeper understanding.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>As I study tensor calculus I need to =
take
extensive notes and thought that I would share them with students on my
website.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>Note: Since I am doing this as a hobb=
y,
it may take years. </span><span style=3D'font-family:Wingdings;mso-ascii-fo=
nt-family:
Calibri;mso-ascii-theme-font:minor-latin;mso-fareast-font-family:"Times New=
 Roman";
mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:Calibri;mso-hans=
i-theme-font:
minor-latin;mso-char-type:symbol;mso-symbol-font-family:Wingdings'><span
style=3D'mso-char-type:symbol;mso-symbol-font-family:Wingdings'>J</span></s=
pan><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'>  </span>Also, these notes are not intended to t=
each
tensor calculus but, rather, are for my own reference.<span
style=3D'mso-spacerun:yes'>  </span>The order may be somewhat random. Also,=
 I may
be wrong in spots!<o:p></o:p></span></p>

<span style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","san=
s-serif";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:"Times New Roman";
mso-fareast-theme-font:minor-fareast;mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";mso-bidi-theme-font:minor-bidi;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><br
clear=3Dall style=3D'page-break-before:always'>
</span>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center'><b style=3D=
'mso-bidi-font-weight:
normal'><u>Fundamentals of notation </u></b><b style=3D'mso-bidi-font-weigh=
t:
normal'><span style=3D'mso-fareast-font-family:"Times New Roman";mso-fareas=
t-theme-font:
minor-fareast'><o:p></o:p></span></b></p>

<p class=3DMsoNormal><b style=3D'mso-bidi-font-weight:normal'>Einstein nota=
tion for
summation:<o:p></o:p></b></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMath><m:nary><m:naryPr>=
<m:chr
    m:val=3D"&#8721;"/><m:limLoc m:val=3D"undOvr"/><m:grow m:val=3D"on"/><s=
pan
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-hansi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span></m:na=
ryPr><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif"'><m:r>i</m:r><m:r>=3D1</m:r></span></i></m:sub><m:sup><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif"'><m:r>n</m:r></span></i></m:sup><m:e><m:sSub><m:sSubPr><span
     style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cam=
bria Math";
     mso-hansi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span></m:=
sSubPr><m:e><i
     style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambr=
ia Math","serif"'><m:r>a</m:r></span></i></m:e><m:sub><i
     style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambr=
ia Math","serif"'><m:r>i</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr=
><span
     style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cam=
bria Math";
     mso-hansi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span></m:=
sSubPr><m:e><i
     style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambr=
ia Math","serif"'><m:r>x</m:r></span></i></m:e><m:sub><i
     style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambr=
ia Math","serif"'><m:r>i</m:r></span></i></m:sub></m:sSub></m:e></m:nary><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif"'><m:r>
  </m:r></span></i></m:oMath><![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:5.5pt;mso-text-raise:-=
5.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:44.25pt;height:15p=
t'>
 <v:imagedata src=3D"tensor_files/image007.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D59 height=3D20
src=3D"tensor_files/image008.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span></span><!--[if gte msEquation 12]><m:oMa=
th><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>&#8594;<span
  style=3D'mso-spacerun:yes'>  </span></m:r></span></i><m:sSub><m:sSubPr><s=
pan
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span></m:sS=
ubPr><m:e><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>a</m:r></span></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>i</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span></m:sS=
ubPr><m:e><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>x</m:r></span></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>i</m:r></span></i></m:sub></m:sSub></m:oMath><![endif]--><![if=
 !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:5.5pt;mso-text-raise:-=
5.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:36pt;height:15pt'>
 <v:imagedata src=3D"tensor_files/image009.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D48 height=3D20
src=3D"tensor_files/image010.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span><span style=3D'mso-spacerun:yes'> </span=
><span
style=3D'mso-spacerun:yes'> </span></span><!--[if gte msEquation 12]><m:oMa=
th><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>1&#8804;&#8520;&#8804;</m:r><m:r>n</m:r></span></i></m:oMath><![=
endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:4.5pt;mso-text-raise:-=
4.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:45pt;height:15pt'>
 <v:imagedata src=3D"tensor_files/image011.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D60 height=3D20
src=3D"tensor_files/image012.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>Any expression having a twice repeated
index as a sub or super script or once as a sub and once as a super script
indicates a sum.<o:p></o:p></span></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMath><m:sSub><m:sSubPr>=
<span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>ii</m:r><m:r>
    </m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span style=3D'font=
-family:
   "Cambria Math","serif";mso-ascii-font-family:"Cambria Math";mso-fareast-=
font-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast;mso-hansi-font-fa=
mily:
   "Cambria Math";font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr><=
/m:ctrlPr></span></m:sSubPr><m:e><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>x</m:r></span></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>k</m:r></span></i></m:sub></m:sSub></m:oMath><![endif]--><![if=
 !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:5.5pt;mso-text-raise:-=
5.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:25.5pt;height:15pt=
'>
 <v:imagedata src=3D"tensor_files/image013.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D34 height=3D20
src=3D"tensor_files/image014.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'>    </span>Indicates summation because of the re=
peated
subscript i<o:p></o:p></span></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMath><span
  style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"Time=
s New Roman";
  mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"roman"/=
><m:sty
     m:val=3D"p"/></m:rPr>&#931;</m:r><m:r><i style=3D'mso-bidi-font-style:=
normal'>=3D</i></m:r></span><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>11</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>k</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>+</m:r></span></i><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>22</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>k</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>+</m:r></span></i><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>33</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>k</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>,…,</m:r></span></i><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>nn</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>k</m:r></span></i></m:sub></m:sSub></m:oMath></m:oMathPara><!=
[endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:174pt;height:15pt'>
 <v:imagedata src=3D"tensor_files/image015.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D232 height=3D20
src=3D"tensor_files/image016.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p></o:p></span></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMath><m:sSub><m:sSubPr>=
<span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>ij</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>j</m:r></span></i></m:sub></m:sSub></m:oMath><![endif]--><![if=
 !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:7.0pt;mso-text-raise:-=
7.0pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:22.5pt;height:16.5=
pt'>
 <v:imagedata src=3D"tensor_files/image017.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D30 height=3D22
src=3D"tensor_files/image018.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'>     </span>Indicates summation because of the
repeated subscript j<o:p></o:p></span></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMath><span
  style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"Time=
s New Roman";
  mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"roman"/=
><m:sty
     m:val=3D"p"/></m:rPr>&#931;</m:r><m:r><i style=3D'mso-bidi-font-style:=
normal'>=3D</i></m:r></span><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>i</m:r><m:r>1</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSu=
bPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>1</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>+</m:r></span></i><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>i</m:r><m:r>2</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSu=
bPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>2</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>+</m:r></span></i><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>i</m:r><m:r>3</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSu=
bPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>3</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>,…,</m:r></span></i><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>in</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>n</m:r></span></i></m:sub></m:sSub></m:oMath></m:oMathPara><!=
[endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:165.75pt;height:15pt'>
 <v:imagedata src=3D"tensor_files/image019.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D221 height=3D20
src=3D"tensor_files/image020.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p></o:p></span></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMath><m:sSub><m:sSubPr>=
<span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>ij</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>k</m:r></span></i></m:sub></m:sSub></m:oMath><![endif]--><![if=
 !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:7.0pt;mso-text-raise:-=
7.0pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:24.75pt;height:16.=
5pt'>
 <v:imagedata src=3D"tensor_files/image021.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D33 height=3D22
src=3D"tensor_files/image022.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'>   </span>Does not indicate summation<o:p></o:p>=
</span></p>

<p class=3DMsoNormal><b style=3D'mso-bidi-font-weight:normal'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>Definition
of dummy and free indices:<o:p></o:p></span></b></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>In the equation </span><!--[if gte ms=
Equation 12]><m:oMath><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><m:sSub><m:sSubPr><s=
pan
     style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cam=
bria Math";
     mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor=
-fareast;
     mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-s=
tyle:
     normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bi=
di-font-style:
     normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-=
font-family:
     "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>y</m:r></=
span></i></m:e><m:sub><i
     style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambr=
ia Math","serif";
     mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor=
-fareast'><m:r>i</m:r></span></i></m:sub></m:sSub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>=3D
    </m:r><m:r>a</m:r></span></i></m:e><m:sub><i style=3D'mso-bidi-font-sty=
le:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>ij</m:r></s=
pan></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>j</m:r></span></i></m:sub></m:sSub></m:oMath><![endif]--><![if=
 !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:7.0pt;mso-text-raise:-=
7.0pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:48.75pt;height:16.=
5pt'>
 <v:imagedata src=3D"tensor_files/image023.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D65 height=3D22
src=3D"tensor_files/image024.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span>j can be replaced with any variable name=
 (</span><!--[if gte msEquation 12]><m:oMath><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><m:sSub><m:sSubPr><s=
pan
     style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cam=
bria Math";
     mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor=
-fareast;
     mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-s=
tyle:
     normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bi=
di-font-style:
     normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-=
font-family:
     "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>y</m:r></=
span></i></m:e><m:sub><i
     style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambr=
ia Math","serif";
     mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor=
-fareast'><m:r>i</m:r></span></i></m:sub></m:sSub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>=3D
    </m:r><m:r>a</m:r></span></i></m:e><m:sub><i style=3D'mso-bidi-font-sty=
le:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>ir</m:r></s=
pan></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>r</m:r></span></i></m:sub></m:sSub><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r><span
  style=3D'mso-spacerun:yes'>  </span></m:r></span></i></m:oMath><![endif]-=
-><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:5.5pt;mso-text-raise:-=
5.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:55.5pt;height:15pt=
'>
 <v:imagedata src=3D"tensor_files/image025.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D74 height=3D20
src=3D"tensor_files/image026.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>for
example) and is called the dummy index. <span class=3DGramE>i</span> is cal=
led
the free index. It is assumed (unless noted) that the dummy and free indices
have the same range.<span style=3D'mso-spacerun:yes'>  </span>In the previo=
us
equation if n =3D 2:<o:p></o:p></span></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMath><m:sS=
ub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>y</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>1</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>=3D</m:r></span></i><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>11</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>1</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>+</m:r></span></i><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>12</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>2</m:r></span></i></m:sub></m:sSub></m:oMath></m:oMathPara><!=
[endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:90.75pt;height:15pt'>
 <v:imagedata src=3D"tensor_files/image027.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D121 height=3D20
src=3D"tensor_files/image028.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p></o:p></span></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMath><m:sS=
ub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>y</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>2</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>=3D</m:r></span></i><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>21</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>1</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>+</m:r></span></i><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>22</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>2</m:r></span></i></m:sub></m:sSub></m:oMath></m:oMathPara><!=
[endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:91.5pt;height:15pt'>
 <v:imagedata src=3D"tensor_files/image029.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D122 height=3D20
src=3D"tensor_files/image030.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p></o:p></span></p>

<p class=3DMsoNormal><b style=3D'mso-bidi-font-weight:normal'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>Multiple
summation indices:<o:p></o:p></span></b></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>No index may appear more than twice <=
/span><!--[if gte msEquation 12]><m:oMath><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>ii</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>i</m:r></span></i></m:sub></m:sSub></m:oMath><![endif]--><![if=
 !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:5.5pt;mso-text-raise:-=
5.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:21.75pt;height:15p=
t'>
 <v:imagedata src=3D"tensor_files/image031.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D29 height=3D20
src=3D"tensor_files/image032.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span>is undefined.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>If an expression has more than one
summation index, there are </span><!--[if gte msEquation 12]><m:oMath><m:sS=
up><m:sSupPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>n</m:r></sp=
an></i></m:e><m:sup><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>2</m:r></span></i></m:sup></m:sSup></m:oMath><![endif]--><![if=
 !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:4.5pt;mso-text-raise:-=
4.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:11.25pt;height:15p=
t'>
 <v:imagedata src=3D"tensor_files/image033.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D15 height=3D20
src=3D"tensor_files/image034.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span>terms. (n =3D number of summation terms)=
<o:p></o:p></span></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMath><m:sS=
ub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>y</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>i</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>=3D</m:r></span></i><m:sSubSup><m:sSubSupPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubSupPr><m:e><i style=3D'mso-=
bidi-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>c</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>i</m:r></span></i></m:sub><m:sup><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>r</m:r></span></i></m:sup></m:sSubSup><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>rs</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>s</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r><span
   style=3D'mso-spacerun:yes'>  </span></m:r></span></i></m:oMath></m:oMath=
Para><![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:64.5pt;height:15pt'>
 <v:imagedata src=3D"tensor_files/image035.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D86 height=3D20
src=3D"tensor_files/image036.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p></o:p></span></p>

<p class=3DMsoNormal><span class=3DGramE><span style=3D'mso-fareast-font-fa=
mily:"Times New Roman";
mso-fareast-theme-font:minor-fareast'>For<span style=3D'mso-spacerun:yes'> 
</span>n</span></span><span style=3D'mso-fareast-font-family:"Times New Rom=
an";
mso-fareast-theme-font:minor-fareast'> =3D 2 becomes 2 equations with 4 ter=
ms
each (order of iteration r,s does not matter):<o:p></o:p></span></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMath><m:sS=
ub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>y</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>1</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>=3D</m:r></span></i><m:sSubSup><m:sSubSupPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubSupPr><m:e><i style=3D'mso-=
bidi-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>c</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>1</m:r></span></i></m:sub><m:sup><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>1</m:r></span></i></m:sup></m:sSubSup><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>11</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>1</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>+</m:r></span></i><m:sSubSup><m:sSubSupPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubSupPr><m:e><i style=3D'mso-=
bidi-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>c</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>1</m:r></span></i></m:sub><m:sup><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
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fareast'><m:r>2</m:r></span></i></m:sup></m:sSubSup><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>22</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>2</m:r></span></i></m:sub></m:sSub><span
  style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font=
:minor-fareast'><br>
  </span></m:oMath></m:oMathPara><![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:212.25pt;height:15pt'>
 <v:imagedata src=3D"tensor_files/image037.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D283 height=3D20
src=3D"tensor_files/image038.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><br>
<span style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","san=
s-serif";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:212.25pt;height:15pt'>
 <v:imagedata src=3D"tensor_files/image039.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D283 height=3D20
src=3D"tensor_files/image040.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><br
clear=3Dall style=3D'mso-special-character:line-break;page-break-before:alw=
ays'>
<o:p></o:p></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center'><b style=3D=
'mso-bidi-font-weight:
normal'><u><span style=3D'mso-fareast-font-family:"Times New Roman";mso-far=
east-theme-font:
minor-fareast'>First Order Tensors<o:p></o:p></span></u></b></p>

<p class=3DMsoNormal><u><span style=3D'mso-fareast-font-family:"Times New R=
oman";
mso-fareast-theme-font:minor-fareast'>Contravariant tensor<o:p></o:p></span=
></u></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>For vector field </span><!--[if gte m=
sEquation 12]><m:oMath><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>V</m:r><m:r>=3D(</m:r></span></i><m:sSup><m:sSupPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>V</m:r></sp=
an></i></m:e><m:sup><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>i</m:r></span></i></m:sup></m:sSup><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>)</m:r></span></i></m:oMath><![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:5.5pt;mso-text-raise:-=
5.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:42pt;height:15.75p=
t'>
 <v:imagedata src=3D"tensor_files/image041.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D56 height=3D21
src=3D"tensor_files/image042.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span>where </span><!--[if gte msEquation 12]>=
<m:oMath><m:sSup><m:sSupPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>V</m:r></sp=
an></i></m:e><m:sup><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>i</m:r></span></i></m:sup></m:sSup><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>=3D</m:r></span></i><m:sSup><m:sSupPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>V</m:r></sp=
an></i></m:e><m:sup><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>i</m:r></span></i></m:sup></m:sSup><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>(</m:r><m:r>x</m:r><m:r>)</m:r></span></i></m:oMath><![endif]-->=
<![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:5.5pt;mso-text-raise:-=
5.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:51.75pt;height:15.=
75pt'>
 <v:imagedata src=3D"tensor_files/image043.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D69 height=3D21
src=3D"tensor_files/image044.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span>and </span><!--[if gte msEquation 12]><m=
:oMath><m:sSup><m:sSupPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>V</m:r></sp=
an></i></m:e><m:sup><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>1</m:r></span></i></m:sup></m:sSup><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>,
  </m:r></span></i><m:sSup><m:sSupPr><span style=3D'font-family:"Cambria Ma=
th","serif";
   mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times New =
Roman";
   mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria Math=
";
   font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></spa=
n></m:sSupPr><m:e><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>V</m:r></span></i></m:e><m:sup><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>2</m:r></span></i></m:sup></m:sSup><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>,
  …,</m:r></span></i><m:sSup><m:sSupPr><span style=3D'font-family:"Cambria =
Math","serif";
   mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times New =
Roman";
   mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria Math=
";
   font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></spa=
n></m:sSupPr><m:e><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>V</m:r></span></i></m:e><m:sup><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>n</m:r></span></i></m:sup></m:sSup></m:oMath><![endif]--><![if=
 !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:4.5pt;mso-text-raise:-=
4.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:60.75pt;height:15p=
t'>
 <v:imagedata src=3D"tensor_files/image045.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D81 height=3D20
src=3D"tensor_files/image046.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span>can be expressed as real valued function=
s<o:p></o:p></span></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMath><m:sS=
up><m:sSupPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>T</m:r></s=
pan></i></m:e><m:sup><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>1</m:r></span></i></m:sup></m:sSup><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>,
   </m:r></span></i><m:sSup><m:sSupPr><span style=3D'font-family:"Cambria M=
ath","serif";
    mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times New=
 Roman";
    mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria Mat=
h";
    font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></sp=
an></m:sSupPr><m:e><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>T</m:r></span></i></m:e><m:sup><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>2</m:r></span></i></m:sup></m:sSup><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>,
   …, </m:r></span></i><m:sSup><m:sSupPr><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times New=
 Roman";
    mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria Mat=
h";
    font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></sp=
an></m:sSupPr><m:e><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>T</m:r></span></i></m:e><m:sup><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>n</m:r></span></i></m:sup></m:sSup><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>
   </m:r><m:r>in</m:r><m:r> </m:r></span></i><m:d><m:dPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:dPr><m:e><m:sSup><m:sSupPr><span
      style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Ca=
mbria Math";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast;
      mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-=
style:
      normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><i style=3D'mso-b=
idi-font-style:
      normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast=
-font-family:
      "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r><=
/span></i></m:e><m:sup><i
      style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast'><m:r>i</m:r></span></i></m:sup></m:sSup></m:e></m:d></m:oMath></=
m:oMathPara><![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
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n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p></o:p></span></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMath><m:sS=
up><m:sSupPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><m:acc><m:accPr><m:=
chr
       m:val=3D"&#773;"/><span style=3D'font-family:"Cambria Math","serif";
      mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times N=
ew Roman";
      mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria M=
ath";
      font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></=
span></m:accPr><m:e><i
      style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast'><m:r>T</m:r></span></i></m:e></m:acc></m:e><m:sup><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>1</m:r></span></i></m:sup></m:sSup><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
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   </m:r></span></i><m:sSup><m:sSupPr><span style=3D'font-family:"Cambria M=
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    mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times New=
 Roman";
    mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria Mat=
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    font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></sp=
an></m:sSupPr><m:e><m:acc><m:accPr><m:chr
       m:val=3D"&#773;"/><span style=3D'font-family:"Cambria Math","serif";
      mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times N=
ew Roman";
      mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria M=
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      font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></=
span></m:accPr><m:e><i
      style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Camb=
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      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
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       </m:r><m:r>T</m:r></span></i></m:e></m:acc></m:e><m:sup><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>2</m:r></span></i></m:sup></m:sSup><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>
   , …, </m:r></span></i><m:sSup><m:sSupPr><span style=3D'font-family:"Camb=
ria Math","serif";
    mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times New=
 Roman";
    mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria Mat=
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    font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></sp=
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       m:val=3D"&#773;"/><span style=3D'font-family:"Cambria Math","serif";
      mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times N=
ew Roman";
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      style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
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    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>n</m:r></span></i></m:sup></m:sSup><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
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   </m:r><m:r>in</m:r><m:r> ( </m:r></span></i><m:sSup><m:sSupPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><m:acc><m:accPr><m:=
chr
       m:val=3D"&#773;"/><span style=3D'font-family:"Cambria Math","serif";
      mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times N=
ew Roman";
      mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria M=
ath";
      font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></=
span></m:accPr><m:e><i
      style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast'><m:r>x</m:r></span></i></m:e></m:acc></m:e><m:sup><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>i</m:r></span></i></m:sup></m:sSup><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>)
   </m:r></span></i></m:oMath></m:oMathPara><![endif]--><![if !msEquation]>=
<span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
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 <v:imagedata src=3D"tensor_files/image049.png" o:title=3D"" chromakey=3D"w=
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</v:shape><![endif]--><![if !vml]><img width=3D138 height=3D21
src=3D"tensor_files/image050.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p></o:p></span></p>

<p class=3DMsoNormal>If there is a contravariant vector of order one such t=
hat</p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMathParaPr=
><m:jc
   m:val=3D"center"/></m:oMathParaPr><m:oMath><m:sSup><m:sSupPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-hansi-font-family:"Cambria Math";font-weight:bold;mso-bidi-font-wei=
ght:
    normal;font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrl=
Pr></span></m:sSupPr><m:e><m:acc><m:accPr><m:chr
       m:val=3D"&#773;"/><span style=3D'font-family:"Cambria Math","serif";
      mso-ascii-font-family:"Cambria Math";mso-hansi-font-family:"Cambria M=
ath";
      font-weight:bold;mso-bidi-font-weight:normal;font-style:italic;
      mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></span></m:accPr><m:=
e><b
      style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style=
:normal'><span
      style=3D'font-family:"Cambria Math","serif"'><m:r><m:rPr><m:scr m:val=
=3D"roman"/><m:sty
         m:val=3D"bi"/></m:rPr>T</m:r></span></i></b></m:e></m:acc></m:e><m=
:sup><b
    style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style:n=
ormal'><span
    style=3D'font-family:"Cambria Math","serif"'><m:r><m:rPr><m:scr m:val=
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  style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style:nor=
mal'><span
  style=3D'font-family:"Cambria Math","serif"'><m:r><m:rPr><m:scr m:val=3D"=
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ria Math";
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ght:
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ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
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ght:
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Pr></span></m:fPr><m:num><b
    style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style:n=
ormal'><span
    style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"Ti=
mes New Roman";
    mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"roman=
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<span
      style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Ca=
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      style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style=
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r-fareast;
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eight:
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rlPr></span></m:sSupPr><m:e><b
      style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style=
:normal'><span
      style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"=
Times New Roman";
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an"/><m:sty
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      style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style=
:normal'><span
      style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"=
Times New Roman";
      mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"rom=
an"/><m:sty
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en></m:f></m:oMath></m:oMathPara><![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:60.75pt;height:28.5pt'>
 <v:imagedata src=3D"tensor_files/image051.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D81 height=3D38
src=3D"tensor_files/image052.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><b
style=3D'mso-bidi-font-weight:normal'><span style=3D'mso-fareast-font-famil=
y:"Times New Roman";
mso-fareast-theme-font:minor-fareast'><o:p></o:p></span></b></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>Then </span><!--[if gte msEquation 12=
]><m:oMath><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>V</m:r></span></i></m:oMath><![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:4.5pt;mso-text-raise:-=
4.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:7.5pt;height:15pt'>
 <v:imagedata src=3D"tensor_files/image053.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D10 height=3D20
src=3D"tensor_files/image054.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span>is a contravariant tensor of order one.<=
o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><u><span style=3D'mso-fareast-font-family:"Times New R=
oman";
mso-fareast-theme-font:minor-fareast'>Covariant tensor<o:p></o:p></span></u=
></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>If there is a covariant vector of ord=
er
one such that<o:p></o:p></span></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMathParaPr=
><m:jc
   m:val=3D"center"/></m:oMathParaPr><m:oMath><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-hansi-font-family:"Cambria Math";font-weight:bold;mso-bidi-font-wei=
ght:
    normal;font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrl=
Pr></span></m:sSubPr><m:e><m:acc><m:accPr><m:chr
       m:val=3D"&#773;"/><span style=3D'font-family:"Cambria Math","serif";
      mso-ascii-font-family:"Cambria Math";mso-hansi-font-family:"Cambria M=
ath";
      font-weight:bold;mso-bidi-font-weight:normal;font-style:italic;
      mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></span></m:accPr><m:=
e><b
      style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style=
:normal'><span
      style=3D'font-family:"Cambria Math","serif"'><m:r><m:rPr><m:scr m:val=
=3D"roman"/><m:sty
         m:val=3D"bi"/></m:rPr>T</m:r></span></i></b></m:e></m:acc></m:e><m=
:sub><b
    style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style:n=
ormal'><span
    style=3D'font-family:"Cambria Math","serif"'><m:r><m:rPr><m:scr m:val=
=3D"roman"/><m:sty
       m:val=3D"bi"/></m:rPr>i</m:r></span></i></b></m:sub></m:sSub><b
  style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style:nor=
mal'><span
  style=3D'font-family:"Cambria Math","serif"'><m:r><m:rPr><m:scr m:val=3D"=
roman"/><m:sty
     m:val=3D"bi"/></m:rPr>=3D</m:r></span></i></b><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-hansi-font-family:"Cambria Math";font-weight:bold;mso-bidi-font-wei=
ght:
    normal;font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrl=
Pr></span></m:sSubPr><m:e><b
    style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style:n=
ormal'><span
    style=3D'font-family:"Cambria Math","serif"'><m:r><m:rPr><m:scr m:val=
=3D"roman"/><m:sty
       m:val=3D"bi"/></m:rPr>T</m:r></span></i></b></m:e><m:sub><b
    style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style:n=
ormal'><span
    style=3D'font-family:"Cambria Math","serif"'><m:r><m:rPr><m:scr m:val=
=3D"roman"/><m:sty
       m:val=3D"bi"/></m:rPr>r</m:r></span></i></b></m:sub></m:sSub><m:f><m=
:fPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-hansi-font-family:"Cambria Math";font-weight:bold;mso-bidi-font-wei=
ght:
    normal;font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrl=
Pr></span></m:fPr><m:num><b
    style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style:n=
ormal'><span
    style=3D'font-family:"Cambria Math","serif"'><m:r><m:rPr><m:scr m:val=
=3D"roman"/><m:sty
       m:val=3D"bi"/></m:rPr>&#8706;</m:r></span></i></b><m:sSup><m:sSupPr>=
<span
      style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Ca=
mbria Math";
      mso-hansi-font-family:"Cambria Math";font-weight:bold;mso-bidi-font-w=
eight:
      normal;font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ct=
rlPr></span></m:sSupPr><m:e><b
      style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style=
:normal'><span
      style=3D'font-family:"Cambria Math","serif"'><m:r><m:rPr><m:scr m:val=
=3D"roman"/><m:sty
         m:val=3D"bi"/></m:rPr>x</m:r></span></i></b></m:e><m:sup><b
      style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style=
:normal'><span
      style=3D'font-family:"Cambria Math","serif"'><m:r><m:rPr><m:scr m:val=
=3D"roman"/><m:sty
         m:val=3D"bi"/></m:rPr>r</m:r></span></i></b></m:sup></m:sSup></m:n=
um><m:den><b
    style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style:n=
ormal'><span
    style=3D'font-family:"Cambria Math","serif"'><m:r><m:rPr><m:scr m:val=
=3D"roman"/><m:sty
       m:val=3D"bi"/></m:rPr>&#8706;</m:r></span></i></b><m:sSup><m:sSupPr>=
<span
      style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Ca=
mbria Math";
      mso-hansi-font-family:"Cambria Math";font-weight:bold;mso-bidi-font-w=
eight:
      normal;font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ct=
rlPr></span></m:sSupPr><m:e><m:acc><m:accPr><m:chr
         m:val=3D"&#773;"/><span style=3D'font-family:"Cambria Math","serif=
";
        mso-ascii-font-family:"Cambria Math";mso-hansi-font-family:"Cambria=
 Math";
        font-weight:bold;mso-bidi-font-weight:normal;font-style:italic;
        mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></span></m:accPr><=
m:e><b
        style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-sty=
le:normal'><span
        style=3D'font-family:"Cambria Math","serif"'><m:r><m:rPr><m:scr m:v=
al=3D"roman"/><m:sty
           m:val=3D"bi"/></m:rPr>x</m:r></span></i></b></m:e></m:acc></m:e>=
<m:sup><b
      style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style=
:normal'><span
      style=3D'font-family:"Cambria Math","serif"'><m:r><m:rPr><m:scr m:val=
=3D"roman"/><m:sty
         m:val=3D"bi"/></m:rPr>i</m:r></span></i></b></m:sup></m:sSup></m:d=
en></m:f></m:oMath></m:oMathPara><![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:55.5pt;height:27pt'>
 <v:imagedata src=3D"tensor_files/image055.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D74 height=3D36
src=3D"tensor_files/image056.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><b
style=3D'mso-bidi-font-weight:normal'><span style=3D'mso-fareast-font-famil=
y:"Times New Roman";
mso-fareast-theme-font:minor-fareast'><o:p></o:p></span></b></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>Then the vector field </span><!--[if =
gte msEquation 12]><m:oMath><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>V</m:r></span></i></m:oMath><![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:4.5pt;mso-text-raise:-=
4.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:7.5pt;height:15pt'>
 <v:imagedata src=3D"tensor_files/image053.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D10 height=3D20
src=3D"tensor_files/image054.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span>is a covariant tensor of order one.<o:p>=
</o:p></span></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMath><b style=3D'mso-bi=
di-font-weight:
 normal'><i style=3D'mso-bidi-font-style:normal'><span style=3D'font-family=
:"Cambria Math","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r><m:rPr><m:scr
    m:val=3D"roman"/><m:sty m:val=3D"bi"/></m:rPr>x</m:r><m:r><m:rPr><m:scr=
 m:val=3D"roman"/><m:sty
    m:val=3D"bi"/></m:rPr> </m:r><m:r><m:rPr><m:scr m:val=3D"roman"/><m:sty=
 m:val=3D"bi"/></m:rPr>and</m:r><m:r><m:rPr><m:scr
    m:val=3D"roman"/><m:sty m:val=3D"bi"/></m:rPr> </m:r></span></i></b><m:=
acc><m:accPr><m:chr
    m:val=3D"&#773;"/><span style=3D'font-family:"Cambria Math","serif";mso=
-ascii-font-family:
   "Cambria Math";mso-fareast-font-family:"Times New Roman";mso-fareast-the=
me-font:
   minor-fareast;mso-hansi-font-family:"Cambria Math";font-weight:bold;
   mso-bidi-font-weight:normal;font-style:italic;mso-bidi-font-style:normal=
'><m:ctrlPr></m:ctrlPr></span></m:accPr><m:e><b
   style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style:no=
rmal'><span
   style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"Tim=
es New Roman";
   mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"roman"=
/><m:sty
      m:val=3D"bi"/></m:rPr>x</m:r></span></i></b></m:e></m:acc></m:oMath><=
![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:4.5pt;mso-text-raise:-=
4.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:38.25pt;height:15p=
t'>
 <v:imagedata src=3D"tensor_files/image057.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D51 height=3D20
src=3D"tensor_files/image058.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><b
style=3D'mso-bidi-font-weight:normal'><span style=3D'mso-fareast-font-famil=
y:"Times New Roman";
mso-fareast-theme-font:minor-fareast'><span style=3D'mso-spacerun:yes'> </s=
pan></span></b><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>The
relationship between the two is that there is a change of basis such as
Cartesian coordinates to polar coordinates.<o:p></o:p></span></p>

<p class=3DMsoNormal><b style=3D'mso-bidi-font-weight:normal'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>Summary<o:p></o:p></span></b></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>The tangent </span><!--[if gte msEqua=
tion 12]><m:oMath><m:sSup><m:sSupPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>T</m:r></sp=
an></i></m:e><m:sup><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>i</m:r></span></i></m:sup></m:sSup><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>=3D
  </m:r></span></i><m:f><m:fPr><span style=3D'font-family:"Cambria Math","s=
erif";
   mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times New =
Roman";
   mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria Math=
";
   font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></spa=
n></m:fPr><m:num><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>&#8706;</m:r></span></i><m:sSup><m:sSupPr><span
     style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cam=
bria Math";
     mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor=
-fareast;
     mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-s=
tyle:
     normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><i style=3D'mso-bi=
di-font-style:
     normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-=
font-family:
     "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></=
span></i></m:e><m:sup><i
     style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambr=
ia Math","serif";
     mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor=
-fareast'><m:r>i</m:r></span></i></m:sup></m:sSup></m:num><m:den><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>&#8706;t</m:r></span></i></m:den></m:f><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>
  </m:r></span></i></m:oMath><![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:8.5pt;mso-text-raise:-=
8.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:42.75pt;height:23.=
25pt'>
 <v:imagedata src=3D"tensor_files/image059.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D57 height=3D31
src=3D"tensor_files/image060.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>vector
of a smooth curve transforms as a contravariant vector of order one.<o:p></=
o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>The gradient </span><!--[if gte msEqu=
ation 12]><m:oMath><span
 style=3D'font-family:"Cambria Math","serif";mso-bidi-font-family:"Cambria =
Math";
 mso-bidi-language:EN-US;mso-ansi-font-weight:bold'><m:r><m:rPr><m:scr m:va=
l=3D"roman"/><m:sty
    m:val=3D"b"/></m:rPr>&#8711;</m:r></span><i style=3D'mso-bidi-font-styl=
e:normal'><span
 style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"Times=
 New Roman";
 mso-fareast-theme-font:minor-fareast'><m:r>=3D </m:r></span></i><m:f><m:fP=
r><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:fPr><m:num><i style=3D'mso-bidi-=
font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>&#8706;</m:=
r></span></i></m:num><m:den><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>&#8706;</m:r></span></i><m:sSup><m:sSupPr><span
     style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cam=
bria Math";
     mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor=
-fareast;
     mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-s=
tyle:
     normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><i style=3D'mso-bi=
di-font-style:
     normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-=
font-family:
     "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></=
span></i></m:e><m:sup><i
     style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambr=
ia Math","serif";
     mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor=
-fareast'><m:r>1</m:r></span></i></m:sup></m:sSup></m:den></m:f><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>+
  </m:r></span></i><m:f><m:fPr><span style=3D'font-family:"Cambria Math","s=
erif";
   mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times New =
Roman";
   mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria Math=
";
   font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></spa=
n></m:fPr><m:num><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>&#8706;</m:r></span></i></m:num><m:den><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>&#8706;</m:r></span></i><m:sSup><m:sSupPr><span
     style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cam=
bria Math";
     mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor=
-fareast;
     mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-s=
tyle:
     normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><i style=3D'mso-bi=
di-font-style:
     normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-=
font-family:
     "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></=
span></i></m:e><m:sup><i
     style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambr=
ia Math","serif";
     mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor=
-fareast'><m:r>2</m:r></span></i></m:sup></m:sSup></m:den></m:f><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>+,
  …, </m:r></span></i><m:f><m:fPr><span style=3D'font-family:"Cambria Math"=
,"serif";
   mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times New =
Roman";
   mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria Math=
";
   font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></spa=
n></m:fPr><m:num><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>&#8706;</m:r></span></i></m:num><m:den><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>&#8706;</m:r></span></i><m:sSup><m:sSupPr><span
     style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cam=
bria Math";
     mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor=
-fareast;
     mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-s=
tyle:
     normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><i style=3D'mso-bi=
di-font-style:
     normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-=
font-family:
     "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></=
span></i></m:e><m:sup><i
     style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambr=
ia Math","serif";
     mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor=
-fareast'><m:r>n</m:r></span></i></m:sup></m:sSup></m:den></m:f></m:oMath><=
![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:8.5pt;mso-text-raise:-=
8.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:111.75pt;height:21=
pt'>
 <v:imagedata src=3D"tensor_files/image061.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D149 height=3D28
src=3D"tensor_files/image062.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span>of a differentiable function is a covari=
ant
vector of order one.<o:p></o:p></span></p>

<p class=3DMsoNormal><i style=3D'mso-bidi-font-style:normal'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>Mnemonic</span></i><b
style=3D'mso-bidi-font-weight:normal'><span style=3D'mso-fareast-font-famil=
y:"Times New Roman";
mso-fareast-theme-font:minor-fareast'>: </span></b><span style=3D'mso-farea=
st-font-family:
"Times New Roman";mso-fareast-theme-font:minor-fareast'>the notation for co=
variant
and contravariant tensors can be remembered by looking at the 3<sup>rd</sup>
letter of co<u>v</u>ariant and co<u>n</u>travariant.<span
style=3D'mso-spacerun:yes'>  </span>The “v” points down in covariant and th=
e “n”
points up in contravariant. </span><!--[if gte msEquation 12]><m:oMath><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>(</m:r></span></i><m:sSup><m:sSupPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>V</m:r></sp=
an></i></m:e><m:sup><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>i</m:r></span></i></m:sup></m:sSup><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>)</m:r></span></i></m:oMath><![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:5.5pt;mso-text-raise:-=
5.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:20.25pt;height:15.=
75pt'>
 <v:imagedata src=3D"tensor_files/image063.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D27 height=3D21
src=3D"tensor_files/image064.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span><span class=3DGramE>then</span> indicate=
s a
contravariant tensor while </span><!--[if gte msEquation 12]><m:oMath><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>(</m:r></span></i><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>V</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>i</m:r></span></i></m:sub></m:sSub><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>)</m:r></span></i></m:oMath><![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:5.5pt;mso-text-raise:-=
5.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:18pt;height:15pt'>
 <v:imagedata src=3D"tensor_files/image065.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D24 height=3D20
src=3D"tensor_files/image066.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span>indicates a covariant tensor.<o:p></o:p>=
</span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><b style=3D'mso-bidi-font-weight:normal'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>Substitution
Rules:<o:p></o:p></span></b></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>If </span><!--[if gte msEquation 12]>=
<m:oMath><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>y</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>i</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>=3D </m:r><=
m:r>a</m:r></span></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>ij</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>j</m:r></span></i></m:sub></m:sSub></m:oMath><![endif]--><![if=
 !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:7.0pt;mso-text-raise:-=
7.0pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:48.75pt;height:16.=
5pt'>
 <v:imagedata src=3D"tensor_files/image023.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D65 height=3D22
src=3D"tensor_files/image024.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>is
to be substituted into </span><!--[if gte msEquation 12]><m:oMath><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>Q</m:r><m:r>=3D</m:r></span></i><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>b</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>ij</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>y</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>i</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>j</m:r></span></i></m:sub></m:sSub></m:oMath><![endif]--><![if=
 !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:7.0pt;mso-text-raise:-=
7.0pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:53.25pt;height:16.=
5pt'>
 <v:imagedata src=3D"tensor_files/image067.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D71 height=3D22
src=3D"tensor_files/image068.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span>you must change the indices for the first
equation to a new notation such as </span><!--[if gte msEquation 12]><m:oMa=
th><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>y</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>i</m:r></span></i></m:sub></m:sSub><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>=3D</m:r></span></i><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>ir</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>r</m:r></span></i></m:sub></m:sSub></m:oMath><![endif]--><![if=
 !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:5.5pt;mso-text-raise:-=
5.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:48pt;height:15pt'>
 <v:imagedata src=3D"tensor_files/image069.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D64 height=3D20
src=3D"tensor_files/image070.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span>so that the second <span class=3DGramE>b=
ecomes </span></span><!--[if gte msEquation 12]><m:oMath><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>Q</m:r><m:r>=3D</m:r></span></i><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>b</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>ij</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>ir</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>r</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>j</m:r></span></i></m:sub></m:sSub></m:oMath><![endif]--><![if=
 !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:7.0pt;mso-text-raise:-=
7.0pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:69pt;height:16.5pt=
'>
 <v:imagedata src=3D"tensor_files/image071.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D92 height=3D22
src=3D"tensor_files/image072.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>.<o:p></o:p></span></p>

<p class=3DMsoNormal><b style=3D'mso-bidi-font-weight:normal'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>Kronecker
Delta:<o:p></o:p></span></b></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMath><m:sS=
ub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif"'><m:r>&#948;<=
/m:r></span></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif"'><m:r>ij</m:r></span></i></m:sub></m:sSub><span
  style=3D'font-size:10.0pt;line-height:115%;font-family:"Cambria Math","se=
rif";
  mso-bidi-font-family:CMTT10'><m:r><m:rPr><m:scr m:val=3D"roman"/><m:sty m=
:val=3D"p"/></m:rPr>&#8801;</m:r></span><m:sSubSup><m:sSubSupPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubSupPr><m:e><i style=3D'mso-=
bidi-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif"'><m:r>&#948;<=
/m:r></span></i><span
    style=3D'font-size:10.0pt;mso-ansi-font-size:10.0pt;mso-bidi-font-size:=
10.0pt;
    font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambria Math";
    mso-hansi-font-family:"Cambria Math";mso-bidi-font-family:CMTT10'><m:ct=
rlPr></m:ctrlPr></span></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif"'><m:r>j</m:r></span></i></m:sub><m:sup><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif"'><m:r>i</m:r></span></i></m:sup></m:sSubSup><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif"'><m:r>
   </m:r></span></i><span style=3D'font-size:10.0pt;line-height:115%;font-f=
amily:
  "Cambria Math","serif";mso-bidi-font-family:CMTT10'><m:r><m:rPr><m:scr m:=
val=3D"roman"/><m:sty
     m:val=3D"p"/></m:rPr>&#8801; </m:r></span><m:sSup><m:sSupPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif"'><m:r>&#948;<=
/m:r></span></i><span
    style=3D'font-size:10.0pt;mso-ansi-font-size:10.0pt;mso-bidi-font-size:=
10.0pt;
    font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambria Math";
    mso-hansi-font-family:"Cambria Math";mso-bidi-font-family:CMTT10'><m:ct=
rlPr></m:ctrlPr></span></m:e><m:sup><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif"'><m:r>ij</m:r></span></i></m:sup></m:sSup><span
  style=3D'font-size:10.0pt;line-height:115%;font-family:"Cambria Math","se=
rif";
  mso-bidi-font-family:CMTT10'><m:r><m:rPr><m:scr m:val=3D"roman"/><m:sty m=
:val=3D"p"/></m:rPr>&#8801;
   </m:r></span><m:d><m:dPr><m:begChr m:val=3D"{"/><m:endChr m:val=3D""/><s=
pan
    style=3D'font-size:10.0pt;mso-ansi-font-size:10.0pt;mso-bidi-font-size:=
10.0pt;
    font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:dPr><m:e><m:eqArr><m:eqArrPr><s=
pan
      style=3D'font-size:10.0pt;mso-ansi-font-size:10.0pt;mso-bidi-font-siz=
e:
      10.0pt;font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast;
      mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-=
style:
      normal'><m:ctrlPr></m:ctrlPr></span></m:eqArrPr><m:e><i style=3D'mso-=
bidi-font-style:
      normal'><span style=3D'font-size:10.0pt;line-height:115%;font-family:=
"Cambria Math","serif";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast'><m:r>1
       </m:r><m:r>i</m:r><m:r>=3D</m:r><m:r>j</m:r></span></i></m:e><m:e><i
      style=3D'mso-bidi-font-style:normal'><span style=3D'font-size:10.0pt;
      line-height:115%;font-family:"Cambria Math","serif";mso-fareast-font-=
family:
      "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>0 </m:r>=
<m:r>i</m:r><m:r>&#8800;</m:r><m:r>j</m:r></span></i></m:e></m:eqArr></m:e>=
</m:d></m:oMath></m:oMathPara><![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:117pt;height:25.5pt'>
 <v:imagedata src=3D"tensor_files/image073.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D156 height=3D34
src=3D"tensor_files/image074.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'font-size:10.0pt;line-height:115%;mso-fareast-font-family:"Times N=
ew Roman";
mso-fareast-theme-font:minor-fareast'><o:p></o:p></span></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMathParaPr=
><m:jc
   m:val=3D"center"/></m:oMathParaPr><m:oMath><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif"'><m:r>&#948;<=
/m:r></span></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif"'><m:r>ij</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>=3D
   </m:r></span></i><m:sSub><m:sSubPr><span style=3D'font-family:"Cambria M=
ath","serif";
    mso-ascii-font-family:"Cambria Math";mso-hansi-font-family:"Cambria Mat=
h";
    font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></sp=
an></m:sSubPr><m:e><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif"'><m:r>&#948;</m:r></span></i><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:e><m:sub><i style=3D'mso-bidi-f=
ont-style:
    normal'><span style=3D'font-family:"Cambria Math","serif"'><m:r>ji</m:r=
></span></i></m:sub></m:sSub><span
  style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font=
:minor-fareast'><br>
  </span></m:oMath></m:oMathPara><![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:41.25pt;height:16.5pt'>
 <v:imagedata src=3D"tensor_files/image075.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D55 height=3D22
src=3D"tensor_files/image076.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span><o:p></o:p></span></p>

<p class=3DMsoNormal><b style=3D'mso-bidi-font-weight:normal'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>Non-identities:
<o:p></o:p></span></b></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMathParaPr=
><m:jc
   m:val=3D"center"/></m:oMathParaPr><m:oMath><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>ij</m:r></span></i></m:sub></m:sSub><m:d><m:dPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:dPr><m:e><m:sSub><m:sSubPr><span
      style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Ca=
mbria Math";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast;
      mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-=
style:
      normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-b=
idi-font-style:
      normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast=
-font-family:
      "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r><=
/span></i></m:e><m:sub><i
      style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast'><m:r>i</m:r></span></i></m:sub></m:sSub><i
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    normal'><span style=3D'font-size:10.0pt;line-height:115%;font-family:"C=
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    line-height:115%;font-family:"Cambria Math","serif";mso-fareast-font-fa=
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    style=3D'font-size:10.0pt;mso-ansi-font-size:10.0pt;mso-bidi-font-size:=
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    font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
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ambria Math","serif";
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fareast'><m:r>x</m:r></span></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-size:10.0pt;
    line-height:115%;font-family:"Cambria Math","serif";mso-fareast-font-fa=
mily:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>i</m:r></s=
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    style=3D'font-size:10.0pt;mso-ansi-font-size:10.0pt;mso-bidi-font-size:=
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    font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
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yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-size:10.0pt;line-height:115%;font-family:"C=
ambria Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>y</m:r></span></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-size:10.0pt;
    line-height:115%;font-family:"Cambria Math","serif";mso-fareast-font-fa=
mily:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>j</m:r></s=
pan></i></m:sub></m:sSub></m:oMath></m:oMathPara><![endif]--><![if !msEquat=
ion]><span
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f";
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t-theme-font:
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w Roman";
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src=3D"tensor_files/image078.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><br>
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s-serif";
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n><br>
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s-serif";
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t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
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src=3D"tensor_files/image082.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'font-size:10.0pt;line-height:115%;mso-fareast-font-family:"Times N=
ew Roman";
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<p class=3DMsoNormal><b style=3D'mso-bidi-font-weight:normal'><span
style=3D'font-size:10.0pt;line-height:115%;mso-fareast-font-family:"Times N=
ew Roman";
mso-fareast-theme-font:minor-fareast'>Identities:<o:p></o:p></span></b></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMath><m:sS=
ub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>ij</m:r></span></i></m:sub></m:sSub><m:d><m:dPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:dPr><m:e><m:sSub><m:sSubPr><span
      style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Ca=
mbria Math";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast;
      mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-=
style:
      normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-b=
idi-font-style:
      normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast=
-font-family:
      "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r><=
/span></i></m:e><m:sub><i
      style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast'><m:r>j</m:r></span></i></m:sub></m:sSub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>+</m:r></span></i><m:sSub><m:sSubPr><span
      style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Ca=
mbria Math";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast;
      mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-=
style:
      normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-b=
idi-font-style:
      normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast=
-font-family:
      "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>y</m:r><=
/span></i></m:e><m:sub><i
      style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast'><m:r>j</m:r></span></i></m:sub></m:sSub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>
     </m:r></span></i></m:e></m:d><span style=3D'font-size:10.0pt;line-heig=
ht:
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     m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>&#8801;</m:r></span><m:sS=
ub><m:sSubPr><span
    style=3D'font-size:10.0pt;mso-ansi-font-size:10.0pt;mso-bidi-font-size:=
10.0pt;
    font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-size:10.0pt;line-height:115%;font-family:"C=
ambria Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>a</m:r></span></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-size:10.0pt;
    line-height:115%;font-family:"Cambria Math","serif";mso-fareast-font-fa=
mily:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>ij</m:r></=
span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-size:10.0pt;mso-ansi-font-size:10.0pt;mso-bidi-font-size:=
10.0pt;
    font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
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yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
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mily:
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pan></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-size:10.0pt;line=
-height:
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w Roman";
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    style=3D'font-size:10.0pt;mso-ansi-font-size:10.0pt;mso-bidi-font-size:=
10.0pt;
    font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
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i-font-style:
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ambria Math","serif";
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fareast'><m:r>a</m:r></span></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-size:10.0pt;
    line-height:115%;font-family:"Cambria Math","serif";mso-fareast-font-fa=
mily:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>ij</m:r></=
span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-size:10.0pt;mso-ansi-font-size:10.0pt;mso-bidi-font-size:=
10.0pt;
    font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-size:10.0pt;line-height:115%;font-family:"C=
ambria Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>y</m:r></span></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-size:10.0pt;
    line-height:115%;font-family:"Cambria Math","serif";mso-fareast-font-fa=
mily:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>j</m:r></s=
pan></i></m:sub></m:sSub></m:oMath></m:oMathPara><![endif]--><![if !msEquat=
ion]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
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 <v:imagedata src=3D"tensor_files/image083.png" o:title=3D"" chromakey=3D"w=
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</v:shape><![endif]--><![if !vml]><img width=3D163 height=3D25
src=3D"tensor_files/image084.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'font-size:10.0pt;line-height:115%;mso-fareast-font-family:"Times N=
ew Roman";
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<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMath><m:sS=
ub><m:sSubPr><span
    style=3D'font-size:10.0pt;mso-ansi-font-size:10.0pt;mso-bidi-font-size:=
10.0pt;
    font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-size:10.0pt;line-height:115%;font-family:"C=
ambria Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>a</m:r></span></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-size:10.0pt;
    line-height:115%;font-family:"Cambria Math","serif";mso-fareast-font-fa=
mily:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>ij</m:r></=
span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-size:10.0pt;mso-ansi-font-size:10.0pt;mso-bidi-font-size:=
10.0pt;
    font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-size:10.0pt;line-height:115%;font-family:"C=
ambria Math","serif";
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fareast'><m:r>x</m:r></span></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-size:10.0pt;
    line-height:115%;font-family:"Cambria Math","serif";mso-fareast-font-fa=
mily:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>i</m:r></s=
pan></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-size:10.0pt;mso-ansi-font-size:10.0pt;mso-bidi-font-size:=
10.0pt;
    font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
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fareast'><m:r>y</m:r></span></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-size:10.0pt;
    line-height:115%;font-family:"Cambria Math","serif";mso-fareast-font-fa=
mily:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>j</m:r></s=
pan></i></m:sub></m:sSub><span
  style=3D'font-size:10.0pt;line-height:115%;font-family:"Cambria Math","se=
rif";
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    style=3D'font-size:10.0pt;mso-ansi-font-size:10.0pt;mso-bidi-font-size:=
10.0pt;
    font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-size:10.0pt;line-height:115%;font-family:"C=
ambria Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>a</m:r></span></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-size:10.0pt;
    line-height:115%;font-family:"Cambria Math","serif";mso-fareast-font-fa=
mily:
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    normal'><span style=3D'font-size:10.0pt;line-height:115%;font-family:"C=
ambria Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>x</m:r></span></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-size:10.0pt;
    line-height:115%;font-family:"Cambria Math","serif";mso-fareast-font-fa=
mily:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>j</m:r></s=
pan></i></m:sub></m:sSub></m:oMath></m:oMathPara><![endif]--><![if !msEquat=
ion]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
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 <v:imagedata src=3D"tensor_files/image089.png" o:title=3D"" chromakey=3D"w=
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n><![endif]><span
style=3D'font-size:10.0pt;line-height:115%;mso-fareast-font-family:"Times N=
ew Roman";
mso-fareast-theme-font:minor-fareast'><o:p></o:p></span></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMath><m:d>=
<m:dPr><span
    style=3D'font-size:10.0pt;mso-ansi-font-size:10.0pt;mso-bidi-font-size:=
10.0pt;
    font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:dPr><m:e><i style=3D'mso-bidi-f=
ont-style:
    normal'><span style=3D'font-size:10.0pt;line-height:115%;font-family:"C=
ambria Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r><span
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e:
      10.0pt;font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
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r-fareast;
      mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-=
style:
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idi-font-style:
      normal'><span style=3D'font-size:10.0pt;line-height:115%;font-family:=
"Cambria Math","serif";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast'><m:r>a</m:r></span></i></m:e><m:sub><i
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    line-height:115%;font-family:"Cambria Math","serif";mso-fareast-font-fa=
mily:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>-</m:r></s=
pan></i><m:sSub><m:sSubPr><span
      style=3D'font-size:10.0pt;mso-ansi-font-size:10.0pt;mso-bidi-font-siz=
e:
      10.0pt;font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast;
      mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-=
style:
      normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-b=
idi-font-style:
      normal'><span style=3D'font-size:10.0pt;line-height:115%;font-family:=
"Cambria Math","serif";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast'><m:r>a</m:r></span></i></m:e><m:sub><i
      style=3D'mso-bidi-font-style:normal'><span style=3D'font-size:10.0pt;
      line-height:115%;font-family:"Cambria Math","serif";mso-fareast-font-=
family:
      "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>ji</m:r>=
</span></i></m:sub></m:sSub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-size:10.0pt;
    line-height:115%;font-family:"Cambria Math","serif";mso-fareast-font-fa=
mily:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r> </m:r></s=
pan></i></m:e></m:d><m:sSub><m:sSubPr><span
    style=3D'font-size:10.0pt;mso-ansi-font-size:10.0pt;mso-bidi-font-size:=
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    font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambria Math";
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fareast;
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yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-size:10.0pt;line-height:115%;font-family:"C=
ambria Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>x</m:r></span></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-size:10.0pt;
    line-height:115%;font-family:"Cambria Math","serif";mso-fareast-font-fa=
mily:
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pan></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-size:10.0pt;mso-ansi-font-size:10.0pt;mso-bidi-font-size:=
10.0pt;
    font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-size:10.0pt;line-height:115%;font-family:"C=
ambria Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>x</m:r></span></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-size:10.0pt;
    line-height:115%;font-family:"Cambria Math","serif";mso-fareast-font-fa=
mily:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>j</m:r></s=
pan></i></m:sub></m:sSub><span
  style=3D'font-size:10.0pt;line-height:115%;font-family:"Cambria Math","se=
rif";
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:val=3D"p"/></m:rPr>&#8801;0</m:r></span></m:oMath></m:oMathPara><![endif]-=
-><![if !msEquation]><span
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f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
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</v:shape><![endif]--><![if !vml]><img width=3D111 height=3D21
src=3D"tensor_files/image092.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'font-size:10.0pt;line-height:115%;mso-fareast-font-family:"Times N=
ew Roman";
mso-fareast-theme-font:minor-fareast'><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'font-size:10.0pt;line-height:115%;mso-f=
areast-font-family:
"Times New Roman";mso-fareast-theme-font:minor-fareast'><o:p>&nbsp;</o:p></=
span></p>

<p class=3DMsoNormal><span style=3D'font-size:10.0pt;line-height:115%;mso-f=
areast-font-family:
"Times New Roman";mso-fareast-theme-font:minor-fareast'><o:p>&nbsp;</o:p></=
span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center'><b style=3D=
'mso-bidi-font-weight:
normal'><u><span style=3D'mso-fareast-font-family:"Times New Roman";mso-far=
east-theme-font:
minor-fareast'>Partial Differentiation of Sums<o:p></o:p></span></u></b></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMath><m:f>=
<m:fPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:fPr><m:num><i style=3D'mso-bidi=
-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>&#948;</m:=
r></span></i></m:num><m:den><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>&#948;</m:r></span></i><m:sSub><m:sSubPr><span
      style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Ca=
mbria Math";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast;
      mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-=
style:
      normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-b=
idi-font-style:
      normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast=
-font-family:
      "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r><=
/span></i></m:e><m:sub><i
      style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast'><m:r>k</m:r></span></i></m:sub></m:sSub></m:den></m:f><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>(</m:r></span></i><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>ij</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>i</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>j</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>)</m:r></span></i></m:oMath></m:oMathPara><![endif]--><![if !ms=
Equation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:60.75pt;height:29.25pt'>
 <v:imagedata src=3D"tensor_files/image093.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D81 height=3D39
src=3D"tensor_files/image094.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p></o:p></span></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMath><m:na=
ry><m:naryPr><m:chr
     m:val=3D"&#8721;"/><m:limLoc m:val=3D"undOvr"/><m:supHide m:val=3D"on"=
/><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:naryPr><m:sub><i style=3D'mso-b=
idi-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>i</m:r><m:=
r>,</m:r><m:r>j</m:r></span></i></m:sub><m:sup></m:sup><m:e><m:sSub><m:sSub=
Pr><span
      style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Ca=
mbria Math";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast;
      mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-=
style:
      normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-b=
idi-font-style:
      normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast=
-font-family:
      "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r><=
/span></i></m:e><m:sub><i
      style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast'><m:r>ij</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
      style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Ca=
mbria Math";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast;
      mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-=
style:
      normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-b=
idi-font-style:
      normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast=
-font-family:
      "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r><=
/span></i></m:e><m:sub><i
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mbria Math","serif";
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nor-fareast'><m:r>k</m:r></span></i></m:sub></m:sSub></m:e></m:d></m:e><m:s=
up><i
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fareast'><m:r>2</m:r></span></i></m:sup></m:sSup></m:oMath></m:oMathPara><!=
[endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
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minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:234pt;height:38.25pt'>
 <v:imagedata src=3D"tensor_files/image097.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D312 height=3D51
src=3D"tensor_files/image098.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>Note that C does not depend on k and =
is
therefore constant.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>Now differentiating with respect to k=
 we
get:<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'><br>
</span><!--[if gte msEquation 12]><m:oMathPara><m:oMath><m:f><m:fPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:fPr><m:num><i style=3D'mso-bidi=
-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>&#948;</m:=
r></span></i></m:num><m:den><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>&#948;</m:r></span></i><m:sSub><m:sSubPr><span
      style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Ca=
mbria Math";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast;
      mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-=
style:
      normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-b=
idi-font-style:
      normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast=
-font-family:
      "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r><=
/span></i></m:e><m:sub><i
      style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Camb=
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      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
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  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>
   </m:r></span></i><m:d><m:dPr><span style=3D'font-family:"Cambria Math","=
serif";
    mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times New=
 Roman";
    mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria Mat=
h";
    font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></sp=
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       m:val=3D"&#8721;"/><m:limLoc m:val=3D"undOvr"/><m:supHide m:val=3D"o=
n"/><span
      style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Ca=
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      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast;
      mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-=
style:
      normal'><m:ctrlPr></m:ctrlPr></span></m:naryPr><m:sub><i
      style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast'><m:r>i</m:r><m:r>,</m:r><m:r>j</m:r></span></i></m:sub><m:sup></=
m:sup><m:e><m:sSub><m:sSubPr><span
        style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"=
Cambria Math";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast;
        mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-fon=
t-style:
        normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
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        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>a</m:r></span></i></m:e><m:sub><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>ij</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><sp=
an
        style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"=
Cambria Math";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast;
        mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-fon=
t-style:
        normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>x</m:r></span></i></m:e><m:sub><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>i</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
        style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"=
Cambria Math";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast;
        mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-fon=
t-style:
        normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
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        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
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        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>j</m:r></span></i></m:sub></m:sSub></m:e></m:nary></m:e><=
/m:d><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>=3D0+
   </m:r></span></i><m:nary><m:naryPr><m:chr m:val=3D"&#8721;"/><m:limLoc m=
:val=3D"undOvr"/><m:supHide
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cii-font-family:
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idi-font-style:
      normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast=
-font-family:
      "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r><=
/span></i></m:e><m:sub><i
      style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast'><m:r>ik</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
      style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Ca=
mbria Math";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast;
      mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-=
style:
      normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-b=
idi-font-style:
      normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast=
-font-family:
      "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r><=
/span></i></m:e><m:sub><i
      style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast'><m:r>i</m:r></span></i></m:sub></m:sSub></m:e></m:nary></m:oMath=
></m:oMathPara><![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:198.75pt;height:44.25pt'>
 <v:imagedata src=3D"tensor_files/image101.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D265 height=3D59
src=3D"tensor_files/image102.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>Note that when the </span><!--[if gte=
 msEquation 12]><m:oMath><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>&#8800;</m:r><m:r>k</m:r></span></i></m:oMath><![endif]--><![if =
!msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:4.5pt;mso-text-raise:-=
4.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:18pt;height:15pt'>
 <v:imagedata src=3D"tensor_files/image103.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D24 height=3D20
src=3D"tensor_files/image104.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span>restriction is removed, each term has an=
</span><!--[if gte msEquation 12]><m:oMath><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>kk</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>k</m:r></span></i></m:sub></m:sSub></m:oMath><![endif]--><![if=
 !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:5.5pt;mso-text-raise:-=
5.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:27.75pt;height:15p=
t'>
 <v:imagedata src=3D"tensor_files/image105.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D37 height=3D20
src=3D"tensor_files/image106.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>Using the Einstein notation we get:<b=
r>
</span><!--[if gte msEquation 12]><m:oMathPara><m:oMath><i style=3D'mso-bid=
i-font-style:
  normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fon=
t-family:
  "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r><span
   style=3D'mso-spacerun:yes'> </span></m:r></span></i><m:f><m:fPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:fPr><m:num><i style=3D'mso-bidi=
-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>&#948;</m:=
r></span></i></m:num><m:den><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>&#948;</m:r></span></i><m:sSub><m:sSubPr><span
      style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Ca=
mbria Math";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast;
      mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-=
style:
      normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-b=
idi-font-style:
      normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast=
-font-family:
      "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r><=
/span></i></m:e><m:sub><i
      style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast'><m:r>k</m:r></span></i></m:sub></m:sSub></m:den></m:f><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>
   </m:r></span></i><m:d><m:dPr><span style=3D'font-family:"Cambria Math","=
serif";
    mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times New=
 Roman";
    mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria Mat=
h";
    font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></sp=
an></m:dPr><m:e><m:nary><m:naryPr><m:chr
       m:val=3D"&#8721;"/><m:limLoc m:val=3D"undOvr"/><m:supHide m:val=3D"o=
n"/><span
      style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Ca=
mbria Math";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast;
      mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-=
style:
      normal'><m:ctrlPr></m:ctrlPr></span></m:naryPr><m:sub><i
      style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast'><m:r>i</m:r><m:r>,</m:r><m:r>j</m:r></span></i></m:sub><m:sup></=
m:sup><m:e><m:sSub><m:sSubPr><span
        style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"=
Cambria Math";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast;
        mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-fon=
t-style:
        normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>a</m:r></span></i></m:e><m:sub><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>ij</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><sp=
an
        style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"=
Cambria Math";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast;
        mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-fon=
t-style:
        normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>x</m:r></span></i></m:e><m:sub><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>i</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
        style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"=
Cambria Math";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast;
        mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-fon=
t-style:
        normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>x</m:r></span></i></m:e><m:sub><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>j</m:r></span></i></m:sub></m:sSub></m:e></m:nary></m:e><=
/m:d><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>=3D</m:r></span></i><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>ki</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>i</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>+</m:r></span></i><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>ik</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>i</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>=3D</m:r></span></i><m:d><m:dPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:dPr><m:e><m:sSub><m:sSubPr><span
      style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Ca=
mbria Math";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast;
      mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-=
style:
      normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-b=
idi-font-style:
      normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast=
-font-family:
      "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r><=
/span></i></m:e><m:sub><i
      style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast'><m:r>ik</m:r></span></i></m:sub></m:sSub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>+</m:r></span></i><m:sSub><m:sSubPr><span
      style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Ca=
mbria Math";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast;
      mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-=
style:
      normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-b=
idi-font-style:
      normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast=
-font-family:
      "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r><=
/span></i></m:e><m:sub><i
      style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast'><m:r>ki</m:r></span></i></m:sub></m:sSub></m:e></m:d><m:sSub><m:=
sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>i</m:r></span></i></m:sub></m:sSub></m:oMath></m:oMathPara><!=
[endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:237.75pt;height:44.25pt'>
 <v:imagedata src=3D"tensor_files/image107.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D317 height=3D59
src=3D"tensor_files/image108.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p></o:p></span></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMath><m:sSub><m:sSubPr>=
<span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>kj</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>j</m:r></span></i></m:sub></m:sSub></m:oMath><![endif]--><![if=
 !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:7.0pt;mso-text-raise:-=
7.0pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:24.75pt;height:16.=
5pt'>
 <v:imagedata src=3D"tensor_files/image109.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D33 height=3D22
src=3D"tensor_files/image110.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span>can be written as </span><!--[if gte msE=
quation 12]><m:oMath><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>ik</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>i</m:r></span></i></m:sub></m:sSub></m:oMath><![endif]--><![if=
 !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:5.5pt;mso-text-raise:-=
5.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:24pt;height:15pt'>
 <v:imagedata src=3D"tensor_files/image111.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D32 height=3D20
src=3D"tensor_files/image112.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span>because:<br>
</span><!--[if gte msEquation 12]><m:oMathPara><m:oMath><m:sSub><m:sSubPr><=
span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>kj</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>j</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>=3D</m:r></span></i><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>k</m:r><m:r>1</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSu=
bPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>1</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>+</m:r></span></i><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>k</m:r><m:r>2</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSu=
bPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>2</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>+</m:r></span></i><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>k</m:r><m:r>3</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSu=
bPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>3</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>+,…,
   +</m:r></span></i><m:sSub><m:sSubPr><span style=3D'font-family:"Cambria =
Math","serif";
    mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times New=
 Roman";
    mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria Mat=
h";
    font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></sp=
an></m:sSubPr><m:e><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>a</m:r></span></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>kn</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>n</m:r></span></i></m:sub></m:sSub><span
  style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font=
:minor-fareast'><br>
  </span></m:oMath><m:oMath><m:sSub><m:sSubPr><span style=3D'font-family:"C=
ambria Math","serif";
    mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times New=
 Roman";
    mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria Mat=
h";
    font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></sp=
an></m:sSubPr><m:e><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>a</m:r></span></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>ki</m:r></span></i></m:sub></m:sSub><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bid=
i-font-style:
    normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-f=
ont-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>x</m:r></s=
pan></i></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>i</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>=3D</m:r></span></i><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
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[endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
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mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
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 <v:imagedata src=3D"tensor_files/image113.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D278 height=3D22
src=3D"tensor_files/image114.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><br>
<span style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","san=
s-serif";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
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w Roman";
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EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
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 <v:imagedata src=3D"tensor_files/image115.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D277 height=3D20
src=3D"tensor_files/image116.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>In my opinion this derivation is a th=
ing
of beauty! <span class=3DGramE>Very clever.</span> I understand it but prob=
ably
would not have come up with it.<o:p></o:p></span></p>

<p class=3DMsoNormal><b style=3D'mso-bidi-font-weight:normal'><u><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>Summary:
<br>
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fareast;
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ormal'><span
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r-fareast;
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      normal;font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ct=
rlPr></span></m:sSubPr><m:e><b
      style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style=
:normal'><span
      style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"=
Times New Roman";
      mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"rom=
an"/><m:sty
         m:val=3D"bi"/></m:rPr>a</m:r></span></i></b></m:e><m:sub><b
      style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style=
:normal'><span
      style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"=
Times New Roman";
      mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"rom=
an"/><m:sty
         m:val=3D"bi"/></m:rPr>ik</m:r></span></i></b></m:sub></m:sSub><b
    style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style:n=
ormal'><span
    style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"Ti=
mes New Roman";
    mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"roman=
"/><m:sty
       m:val=3D"bi"/></m:rPr>+</m:r></span></i></b><m:sSub><m:sSubPr><span
      style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Ca=
mbria Math";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast;
      mso-hansi-font-family:"Cambria Math";font-weight:bold;mso-bidi-font-w=
eight:
      normal;font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ct=
rlPr></span></m:sSubPr><m:e><b
      style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style=
:normal'><span
      style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"=
Times New Roman";
      mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"rom=
an"/><m:sty
         m:val=3D"bi"/></m:rPr>a</m:r></span></i></b></m:e><m:sub><b
      style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style=
:normal'><span
      style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"=
Times New Roman";
      mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"rom=
an"/><m:sty
         m:val=3D"bi"/></m:rPr>ki</m:r></span></i></b></m:sub></m:sSub></m:=
e></m:d><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-weight:bold;mso-bidi-font-wei=
ght:
    normal;font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrl=
Pr></span></m:sSubPr><m:e><b
    style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style:n=
ormal'><span
    style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"Ti=
mes New Roman";
    mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"roman=
"/><m:sty
       m:val=3D"bi"/></m:rPr>x</m:r></span></i></b></m:e><m:sub><b
    style=3D'mso-bidi-font-weight:normal'><i style=3D'mso-bidi-font-style:n=
ormal'><span
    style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"Ti=
mes New Roman";
    mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"roman=
"/><m:sty
       m:val=3D"bi"/></m:rPr>i</m:r></span></i></b></m:sub></m:sSub><u><span
  style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font=
:minor-fareast'><br
  style=3D'mso-special-character:line-break'>
  </span></u></m:oMath></m:oMathPara><![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:165.75pt;height:44.25pt'>
 <v:imagedata src=3D"tensor_files/image117.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D221 height=3D59
src=3D"tensor_files/image118.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><![if !supportLineBreakNewLine]><br
style=3D'mso-special-character:line-break'>
<![endif]><b style=3D'mso-bidi-font-weight:normal'><u><span style=3D'mso-fa=
reast-font-family:
"Times New Roman";mso-fareast-theme-font:minor-fareast'><o:p></o:p></span><=
/u></b></p>

<p class=3DMsoNormal><b style=3D'mso-bidi-font-weight:normal'><u><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p><span
 style=3D'text-decoration:none'>&nbsp;</span></o:p></span></u></b></p>

<b style=3D'mso-bidi-font-weight:normal'><u><span style=3D'font-size:11.0pt;
line-height:115%;font-family:"Calibri","sans-serif";mso-ascii-theme-font:mi=
nor-latin;
mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fare=
ast;
mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><br clear=3Dall style=3D'mso-special-charact=
er:line-break;
page-break-before:always'>
</span></u></b>

<p class=3DMsoNormal><b style=3D'mso-bidi-font-weight:normal'><u><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p><span
 style=3D'text-decoration:none'>&nbsp;</span></o:p></span></u></b></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
.5in'><b
style=3D'mso-bidi-font-weight:normal'><u><span style=3D'mso-fareast-font-fa=
mily:
"Times New Roman";mso-fareast-theme-font:minor-fareast'>Basic Linear Algebr=
a <span
class=3DGramE>For</span> Tensors<o:p></o:p></span></u></b></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>For tensors, rather than </span><!--[=
if gte msEquation 12]><m:oMath><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bidi=
-font-style:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>M</m:r></sp=
an></i></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>rc</m:r></span></i></m:sub></m:sSub></m:oMath><![endif]--><![i=
f !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:5.5pt;mso-text-raise:-=
5.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:18pt;height:15pt'>
 <v:imagedata src=3D"tensor_files/image119.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D24 height=3D20
src=3D"tensor_files/image120.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span>notation, since we need the upper and lo=
wer
indices of summation, use </span><!--[if gte msEquation 12]><m:oMath><m:sSu=
b><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><m:d><m:dPr><m:begChr
      m:val=3D"["/><m:endChr m:val=3D"]"/><span style=3D'font-family:"Cambr=
ia Math","serif";
     mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times Ne=
w Roman";
     mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria Ma=
th";
     font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></s=
pan></m:dPr><m:e><m:sSub><m:sSubPr><span
       style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"C=
ambria Math";
       mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:min=
or-fareast;
       mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font=
-style:
       normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-=
bidi-font-style:
       normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareas=
t-font-family:
       "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r>=
</span></i></m:e><m:sub><i
       style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cam=
bria Math","serif";
       mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:min=
or-fareast'><m:r>ij</m:r></span></i></m:sub></m:sSub></m:e></m:d></m:e><m:s=
ub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>mn</m:r></span></i></m:sub></m:sSub></m:oMath><![endif]--><![i=
f !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:8.5pt;mso-text-raise:-=
8.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:34.5pt;height:18.7=
5pt'>
 <v:imagedata src=3D"tensor_files/image121.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D46 height=3D25
src=3D"tensor_files/image122.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>where
m is the row and n is the column. This can also <span class=3DGramE>be </sp=
an></span><!--[if gte msEquation 12]><m:oMath><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><m:d><m:dPr><m:begChr
      m:val=3D"["/><m:endChr m:val=3D"]"/><span style=3D'font-family:"Cambr=
ia Math","serif";
     mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times Ne=
w Roman";
     mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria Ma=
th";
     font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></s=
pan></m:dPr><m:e><m:sSup><m:sSupPr><span
       style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"C=
ambria Math";
       mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:min=
or-fareast;
       mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font=
-style:
       normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><i style=3D'mso-=
bidi-font-style:
       normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareas=
t-font-family:
       "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r>=
</span></i></m:e><m:sup><i
       style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cam=
bria Math","serif";
       mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:min=
or-fareast'><m:r>ij</m:r></span></i></m:sup></m:sSup></m:e></m:d></m:e><m:s=
ub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>mn</m:r></span></i></m:sub></m:sSub><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>
  </m:r><m:r>or</m:r><m:r> </m:r></span></i><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><m:d><m:dPr><m:begChr
      m:val=3D"["/><m:endChr m:val=3D"]"/><span style=3D'font-family:"Cambr=
ia Math","serif";
     mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times Ne=
w Roman";
     mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria Ma=
th";
     font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></s=
pan></m:dPr><m:e><m:sSubSup><m:sSubSupPr><span
       style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"C=
ambria Math";
       mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:min=
or-fareast;
       mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font=
-style:
       normal'><m:ctrlPr></m:ctrlPr></span></m:sSubSupPr><m:e><i
       style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cam=
bria Math","serif";
       mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:min=
or-fareast'><m:r>a</m:r></span></i></m:e><m:sub><i
       style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cam=
bria Math","serif";
       mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:min=
or-fareast'><m:r>j</m:r></span></i></m:sub><m:sup><i
       style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cam=
bria Math","serif";
       mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:min=
or-fareast'><m:r>i</m:r></span></i></m:sup></m:sSubSup></m:e></m:d></m:e><m=
:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>mn</m:r></span></i></m:sub></m:sSub></m:oMath><![endif]--><![i=
f !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:9.0pt;mso-text-raise:-=
9.0pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:81.75pt;height:19.=
5pt'>
 <v:imagedata src=3D"tensor_files/image123.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D109 height=3D26
src=3D"tensor_files/image124.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>.
For example:<o:p></o:p></span></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMath><m:sS=
ub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span></m:s=
SubPr><m:e><m:d><m:dPr><m:begChr
       m:val=3D"["/><m:endChr m:val=3D"]"/><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times N=
ew Roman";
      mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria M=
ath"'><m:ctrlPr></m:ctrlPr></span></m:dPr><m:e><m:sSup><m:sSupPr><span
        style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"=
Cambria Math";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast;
        mso-hansi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span><=
/m:sSupPr><m:e><span
        style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family=
:"Times New Roman";
        mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"r=
oman"/><m:sty
           m:val=3D"p"/></m:rPr>a</m:r></span></m:e><m:sup><span
        style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family=
:"Times New Roman";
        mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"r=
oman"/><m:sty
           m:val=3D"p"/></m:rPr>ij</m:r></span></m:sup></m:sSup></m:e></m:d=
></m:e><m:sub><span
    style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"Ti=
mes New Roman";
    mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"roman=
"/><m:sty
       m:val=3D"p"/></m:rPr>mn</m:r></span></m:sub></m:sSub><span
  style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"Time=
s New Roman";
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ast-font-family:
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ath"'><m:ctrlPr></m:ctrlPr></span></m:dPr><m:e><m:sSup><m:sSupPr><span
        style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"=
Cambria Math";
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nor-fareast;
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oman"/><m:sty
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mes New Roman";
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o-bidi-font-weight:
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y:"Cambria Math","serif";
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eme-font:
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r></span></m:dPr><m:e><m:m><m:mPr><m:mcs><m:mc><m:mcPr><m:count
          m:val=3D"2"/><m:mcJc m:val=3D"center"/></m:mcPr></m:mc></m:mcs><s=
pan
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mbria Math";
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r-fareast;
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:mPr><m:mr><m:e><m:sSup><m:sSupPr><span
         style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:=
"Cambria Math";
         mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast;
         mso-hansi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span>=
</m:sSupPr><m:e><span
         style=3D'font-family:"Cambria Math","serif";mso-fareast-font-famil=
y:
         "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r><m:rP=
r><m:scr
            m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>y</m:r></span></m:=
e><m:sup><span
         style=3D'font-family:"Cambria Math","serif";mso-fareast-font-famil=
y:
         "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r><m:rP=
r><m:scr
            m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>11</m:r></span></m=
:sup></m:sSup><span
       style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"C=
ambria Math";
       mso-fareast-font-family:"Cambria Math";mso-hansi-font-family:"Cambri=
a Math";
       mso-bidi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span></m=
:e><m:e><m:sSup><m:sSupPr><span
         style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:=
"Cambria Math";
         mso-fareast-font-family:"Cambria Math";mso-hansi-font-family:"Camb=
ria Math";
         mso-bidi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span><=
/m:sSupPr><m:e><span
         style=3D'font-family:"Cambria Math","serif";mso-fareast-font-famil=
y:
         "Cambria Math";mso-bidi-font-family:"Cambria Math"'><m:r><m:rPr><m=
:scr
            m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>y</m:r></span></m:=
e><m:sup><span
         style=3D'font-family:"Cambria Math","serif";mso-fareast-font-famil=
y:
         "Cambria Math";mso-bidi-font-family:"Cambria Math"'><m:r><m:rPr><m=
:scr
            m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>12</m:r></span></m=
:sup></m:sSup><span
       style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"C=
ambria Math";
       mso-fareast-font-family:"Cambria Math";mso-hansi-font-family:"Cambri=
a Math";
       mso-bidi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span></m=
:e></m:mr><m:mr><m:e><m:sSup><m:sSupPr><span
         style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:=
"Cambria Math";
         mso-fareast-font-family:"Cambria Math";mso-hansi-font-family:"Camb=
ria Math";
         mso-bidi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span><=
/m:sSupPr><m:e><span
         style=3D'font-family:"Cambria Math","serif";mso-fareast-font-famil=
y:
         "Cambria Math";mso-bidi-font-family:"Cambria Math"'><m:r><m:rPr><m=
:scr
            m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>y</m:r></span></m:=
e><m:sup><span
         style=3D'font-family:"Cambria Math","serif";mso-fareast-font-famil=
y:
         "Cambria Math";mso-bidi-font-family:"Cambria Math"'><m:r><m:rPr><m=
:scr
            m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>21</m:r></span></m=
:sup></m:sSup></m:e><m:e><m:sSup><m:sSupPr><span
         style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:=
"Cambria Math";
         mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast;
         mso-hansi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span>=
</m:sSupPr><m:e><span
         style=3D'font-family:"Cambria Math","serif";mso-fareast-font-famil=
y:
         "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r><m:rP=
r><m:scr
            m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>y</m:r></span></m:=
e><m:sup><span
         style=3D'font-family:"Cambria Math","serif";mso-fareast-font-famil=
y:
         "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r><m:rP=
r><m:scr
            m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>22</m:r></span></m=
:sup></m:sSup><span
       style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"C=
ambria Math";
       mso-fareast-font-family:"Cambria Math";mso-hansi-font-family:"Cambri=
a Math";
       mso-bidi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span></m=
:e></m:mr><m:mr><m:e><m:sSup><m:sSupPr><span
         style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:=
"Cambria Math";
         mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast;
         mso-hansi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span>=
</m:sSupPr><m:e><span
         style=3D'font-family:"Cambria Math","serif";mso-fareast-font-famil=
y:
         "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r><m:rP=
r><m:scr
            m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>y</m:r></span></m:=
e><m:sup><span
         style=3D'font-family:"Cambria Math","serif";mso-fareast-font-famil=
y:
         "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r><m:rP=
r><m:scr
            m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>31</m:r></span></m=
:sup></m:sSup><span
       style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"C=
ambria Math";
       mso-fareast-font-family:"Cambria Math";mso-hansi-font-family:"Cambri=
a Math";
       mso-bidi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span></m=
:e><m:e><m:sSup><m:sSupPr><span
         style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:=
"Cambria Math";
         mso-fareast-font-family:"Cambria Math";mso-hansi-font-family:"Camb=
ria Math";
         mso-bidi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span><=
/m:sSupPr><m:e><span
         style=3D'font-family:"Cambria Math","serif";mso-fareast-font-famil=
y:
         "Cambria Math";mso-bidi-font-family:"Cambria Math"'><m:r><m:rPr><m=
:scr
            m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>y</m:r></span></m:=
e><m:sup><span
         style=3D'font-family:"Cambria Math","serif";mso-fareast-font-famil=
y:
         "Cambria Math";mso-bidi-font-family:"Cambria Math"'><m:r><m:rPr><m=
:scr
            m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>32</m:r></span></m=
:sup></m:sSup><span
       style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"C=
ambria Math";
       mso-fareast-font-family:"Cambria Math";mso-hansi-font-family:"Cambri=
a Math";
       mso-bidi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span></m=
:e></m:mr><m:mr><m:e><m:sSup><m:sSupPr><span
         style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:=
"Cambria Math";
         mso-fareast-font-family:"Cambria Math";mso-hansi-font-family:"Camb=
ria Math";
         mso-bidi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span><=
/m:sSupPr><m:e><span
         style=3D'font-family:"Cambria Math","serif";mso-fareast-font-famil=
y:
         "Cambria Math";mso-bidi-font-family:"Cambria Math"'><m:r><m:rPr><m=
:scr
            m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>y</m:r></span></m:=
e><m:sup><span
         style=3D'font-family:"Cambria Math","serif";mso-fareast-font-famil=
y:
         "Cambria Math";mso-bidi-font-family:"Cambria Math"'><m:r><m:rPr><m=
:scr
            m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>41</m:r></span></m=
:sup></m:sSup></m:e><m:e><m:sSup><m:sSupPr><span
         style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:=
"Cambria Math";
         mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast;
         mso-hansi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span>=
</m:sSupPr><m:e><span
         style=3D'font-family:"Cambria Math","serif";mso-fareast-font-famil=
y:
         "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r><m:rP=
r><m:scr
            m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>y</m:r></span></m:=
e><m:sup><span
         style=3D'font-family:"Cambria Math","serif";mso-fareast-font-famil=
y:
         "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r><m:rP=
r><m:scr
            m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>4</m:r><m:r><m:rPr=
><m:scr
            m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>2</m:r></span></m:=
sup></m:sSup></m:e></m:mr></m:m></m:e></m:d></m:oMath></m:oMathPara><![endi=
f]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:99.75pt;height:60pt'>
 <v:imagedata src=3D"tensor_files/image127.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D133 height=3D80
src=3D"tensor_files/image128.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><b
style=3D'mso-bidi-font-weight:normal'><span style=3D'mso-fareast-font-famil=
y:"Times New Roman";
mso-fareast-theme-font:minor-fareast'><o:p></o:p></span></b></p>

<p class=3DMsoNormal><b style=3D'mso-bidi-font-weight:normal'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>Vector
Notation:<o:p></o:p></span></b></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>If I have a real n-dimensional column
matrix: </span><!--[if gte msEquation 12]><m:oMath><span style=3D'font-fami=
ly:
 "Cambria Math","serif";mso-fareast-font-family:"Times New Roman";mso-farea=
st-theme-font:
 minor-fareast'><m:r><m:rPr><m:scr m:val=3D"roman"/><m:sty m:val=3D"p"/></m=
:rPr>v=3D</m:r></span><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><m:d><m:dPr><m:begChr
      m:val=3D"["/><m:endChr m:val=3D"]"/><span style=3D'font-family:"Cambr=
ia Math","serif";
     mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times Ne=
w Roman";
     mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria Ma=
th"'><m:ctrlPr></m:ctrlPr></span></m:dPr><m:e><m:sSub><m:sSubPr><span
       style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"C=
ambria Math";
       mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:min=
or-fareast;
       mso-hansi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span></=
m:sSubPr><m:e><span
       style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:=
"Times New Roman";
       mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"ro=
man"/><m:sty
          m:val=3D"p"/></m:rPr>x</m:r></span></m:e><m:sub><span style=3D'fo=
nt-family:
       "Cambria Math","serif";mso-fareast-font-family:"Times New Roman";
       mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"ro=
man"/><m:sty
          m:val=3D"p"/></m:rPr>ij</m:r></span></m:sub></m:sSub><span
     style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cam=
bria Math";
     mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor=
-fareast;
     mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-s=
tyle:
     normal'><m:ctrlPr></m:ctrlPr></span></m:e></m:d></m:e><m:sub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>n</m:r><m:r>1</m:r></span></i></m:sub></m:sSub></m:oMath><![en=
dif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:8.5pt;mso-text-raise:-=
8.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:48.75pt;height:18.=
75pt'>
 <v:imagedata src=3D"tensor_files/image129.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D65 height=3D25
src=3D"tensor_files/image130.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span>it is written </span><!--[if gte msEquat=
ion 12]><m:oMath><span
 style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"Times=
 New Roman";
 mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"roman"/>=
<m:sty
    m:val=3D"p"/></m:rPr>v=3D</m:r><m:r><m:rPr><m:scr m:val=3D"roman"/><m:s=
ty m:val=3D"p"/></m:rPr>(</m:r></span><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span></m:sS=
ubPr><m:e><span
   style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"Tim=
es New Roman";
   mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"roman"=
/><m:sty
      m:val=3D"p"/></m:rPr>x</m:r></span></m:e><m:sub><span style=3D'font-f=
amily:
   "Cambria Math","serif";mso-fareast-font-family:"Times New Roman";mso-far=
east-theme-font:
   minor-fareast'><m:r><m:rPr><m:scr m:val=3D"roman"/><m:sty m:val=3D"p"/><=
/m:rPr>i</m:r></span></m:sub></m:sSub><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>)</m:r></span></i></m:oMath><![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:5.5pt;mso-text-raise:-=
5.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:37.5pt;height:15pt=
'>
 <v:imagedata src=3D"tensor_files/image131.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D50 height=3D20
src=3D"tensor_files/image132.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>and
v is a vector.<span style=3D'mso-spacerun:yes'>  </span>The collection of a=
ll
n-dimensional vectors is </span><!--[if gte msEquation 12]><m:oMath><m:sSup=
><m:sSupPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-weight:bold;mso-bidi-font-weig=
ht:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><b style=3D'mso-bidi=
-font-weight:
   normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-fo=
nt-family:
   "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:s=
cr
      m:val=3D"roman"/><m:sty m:val=3D"b"/></m:rPr>R</m:r></span></b></m:e>=
<m:sup><span
   style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"Tim=
es New Roman";
   mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"roman"=
/><m:sty
      m:val=3D"p"/></m:rPr>n</m:r></span></m:sup></m:sSup><b style=3D'mso-b=
idi-font-weight:
 normal'><i style=3D'mso-bidi-font-style:normal'><span style=3D'font-family=
:"Cambria Math","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r><m:rPr><m:scr
    m:val=3D"roman"/><m:sty m:val=3D"bi"/></m:rPr>.</m:r></span></i></b></m=
:oMath><![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:4.5pt;mso-text-raise:-=
4.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:15pt;height:15pt'>
 <v:imagedata src=3D"tensor_files/image133.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D20 height=3D20
src=3D"tensor_files/image134.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><b
style=3D'mso-bidi-font-weight:normal'><span style=3D'mso-fareast-font-famil=
y:"Times New Roman";
mso-fareast-theme-font:minor-fareast'><o:p></o:p></span></b></p>

<p class=3DMsoNormal><b style=3D'mso-bidi-font-weight:normal'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>Vector
Addition</span></b><span style=3D'mso-fareast-font-family:"Times New Roman";
mso-fareast-theme-font:minor-fareast'>: <o:p></o:p></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center'><span class=
=3DGramE><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>given</span></span><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>
</span><!--[if gte msEquation 12]><m:oMath><i style=3D'mso-bidi-font-style:=
normal'><span
 style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"Times=
 New Roman";
 mso-fareast-theme-font:minor-fareast'><m:r>A</m:r><m:r>&#8801;</m:r></span=
></i><m:d><m:dPr><m:begChr
    m:val=3D"["/><m:endChr m:val=3D"]"/><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times New =
Roman";
   mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria Math=
";
   font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></spa=
n></m:dPr><m:e><m:sSub><m:sSubPr><span
     style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cam=
bria Math";
     mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor=
-fareast;
     mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-s=
tyle:
     normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-bi=
di-font-style:
     normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareast-=
font-family:
     "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r></=
span></i></m:e><m:sub><i
     style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambr=
ia Math","serif";
     mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor=
-fareast'><m:r>ij</m:r></span></i></m:sub></m:sSub></m:e></m:d><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>mn</m:r><m:r>
  <span style=3D'mso-spacerun:yes'> </span></m:r><m:r>B</m:r><m:r>&#8801;</=
m:r></span></i><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><m:d><m:dPr><m:begChr
      m:val=3D"["/><m:endChr m:val=3D"]"/><span style=3D'font-family:"Cambr=
ia Math","serif";
     mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times Ne=
w Roman";
     mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria Ma=
th";
     font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></s=
pan></m:dPr><m:e><m:sSub><m:sSubPr><span
       style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"C=
ambria Math";
       mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:min=
or-fareast;
       mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font=
-style:
       normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-=
bidi-font-style:
       normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareas=
t-font-family:
       "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>b</m:r>=
</span></i></m:e><m:sub><i
       style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cam=
bria Math","serif";
       mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:min=
or-fareast'><m:r>ij</m:r></span></i></m:sub></m:sSub></m:e></m:d></m:e><m:s=
ub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>mn</m:r></span></i></m:sub></m:sSub></m:oMath><![endif]--><![i=
f !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:8.5pt;mso-text-raise:-=
8.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:119.25pt;height:18=
.75pt'>
 <v:imagedata src=3D"tensor_files/image135.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D159 height=3D25
src=3D"tensor_files/image136.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>then
</span><!--[if gte msEquation 12]><m:oMath><i style=3D'mso-bidi-font-style:=
normal'><span
 style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"Times=
 New Roman";
 mso-fareast-theme-font:minor-fareast'><m:r>A</m:r><m:r>+</m:r><m:r>B</m:r>=
<m:r>&#8801;</m:r></span></i><m:sSub><m:sSubPr><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><m:d><m:dPr><m:begChr
      m:val=3D"["/><m:endChr m:val=3D"]"/><span style=3D'font-family:"Cambr=
ia Math","serif";
     mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times Ne=
w Roman";
     mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria Ma=
th";
     font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></s=
pan></m:dPr><m:e><m:sSub><m:sSubPr><span
       style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"C=
ambria Math";
       mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:min=
or-fareast;
       mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font=
-style:
       normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-=
bidi-font-style:
       normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareas=
t-font-family:
       "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>a</m:r>=
</span></i></m:e><m:sub><i
       style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cam=
bria Math","serif";
       mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:min=
or-fareast'><m:r>ij</m:r></span></i></m:sub></m:sSub><i
     style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambr=
ia Math","serif";
     mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor=
-fareast'><m:r>+</m:r></span></i><m:sSub><m:sSubPr><span
       style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"C=
ambria Math";
       mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:min=
or-fareast;
       mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font=
-style:
       normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i style=3D'mso-=
bidi-font-style:
       normal'><span style=3D'font-family:"Cambria Math","serif";mso-fareas=
t-font-family:
       "Times New Roman";mso-fareast-theme-font:minor-fareast'><m:r>b</m:r>=
</span></i></m:e><m:sub><i
       style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cam=
bria Math","serif";
       mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:min=
or-fareast'><m:r>ij</m:r></span></i></m:sub></m:sSub></m:e></m:d></m:e><m:s=
ub><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria=
 Math","serif";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast'><m:r>mn</m:r></span></i></m:sub></m:sSub></m:oMath><![endif]--><![i=
f !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:8.5pt;mso-text-raise:-=
8.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:102.75pt;height:18=
.75pt'>
 <v:imagedata src=3D"tensor_files/image137.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D137 height=3D25
src=3D"tensor_files/image138.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p></o:p></span></p>

<p class=3DMsoNormal><b style=3D'mso-bidi-font-weight:normal'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>Scalar
Multiplication:<o:p></o:p></span></b></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMath><span
  style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"Time=
s New Roman";
  mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"roman"/=
><m:sty
     m:val=3D"p"/></m:rPr>&#955;A</m:r><m:r><m:rPr><m:scr m:val=3D"roman"/>=
<m:sty
     m:val=3D"p"/></m:rPr>&#8801;</m:r></span><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><m:d><m:dPr><m:begC=
hr
       m:val=3D"["/><m:endChr m:val=3D"]"/><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times N=
ew Roman";
      mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria M=
ath"'><m:ctrlPr></m:ctrlPr></span></m:dPr><m:e><span
      style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"=
Times New Roman";
      mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"rom=
an"/><m:sty
         m:val=3D"p"/></m:rPr>&#955;</m:r></span><m:sSub><m:sSubPr><span
        style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"=
Cambria Math";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast;
        mso-hansi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span><=
/m:sSubPr><m:e><span
        style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family=
:"Times New Roman";
        mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"r=
oman"/><m:sty
           m:val=3D"p"/></m:rPr>a</m:r></span></m:e><m:sub><span
        style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family=
:"Times New Roman";
        mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"r=
oman"/><m:sty
           m:val=3D"p"/></m:rPr>ij</m:r></span></m:sub></m:sSub><span
      style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Ca=
mbria Math";
      mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mino=
r-fareast;
      mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-=
style:
      normal'><m:ctrlPr></m:ctrlPr></span></m:e></m:d><span style=3D'font-f=
amily:
    "Cambria Math","serif";mso-ascii-font-family:"Cambria Math";mso-fareast=
-font-family:
    "Times New Roman";mso-fareast-theme-font:minor-fareast;mso-hansi-font-f=
amily:
    "Cambria Math"'><m:ctrlPr></m:ctrlPr></span></m:e><m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>mn</m:r></span></i></m:sub></m:sSub></m:oMath></m:oMathPara><=
![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:64.5pt;height:18.75pt'>
 <v:imagedata src=3D"tensor_files/image139.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D86 height=3D25
src=3D"tensor_files/image140.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p></o:p></span></p>

<p class=3DMsoNormal><b style=3D'mso-bidi-font-weight:normal'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>Matrix
Multiplication:</span></b><span style=3D'mso-fareast-font-family:"Times New=
 Roman";
mso-fareast-theme-font:minor-fareast'><o:p></o:p></span></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMath><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>If</m:r><m:r>
   </m:r><m:r>A</m:r><m:r>=3D</m:r></span></i><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><m:d><m:dPr><m:begC=
hr
       m:val=3D"["/><m:endChr m:val=3D"]"/><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times N=
ew Roman";
      mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria M=
ath";
      font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></=
span></m:dPr><m:e><m:sSub><m:sSubPr><span
        style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"=
Cambria Math";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast;
        mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-fon=
t-style:
        normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>a</m:r></span></i></m:e><m:sub><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>ij</m:r></span></i></m:sub></m:sSub></m:e></m:d></m:e><m:=
sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>mn</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r><span
   style=3D'mso-spacerun:yes'>  </span></m:r><m:r>B</m:r><m:r>=3D</m:r></sp=
an></i><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><m:d><m:dPr><m:begC=
hr
       m:val=3D"["/><m:endChr m:val=3D"]"/><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times N=
ew Roman";
      mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria M=
ath";
      font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></=
span></m:dPr><m:e><m:sSub><m:sSubPr><span
        style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"=
Cambria Math";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast;
        mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-fon=
t-style:
        normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>b</m:r></span></i></m:e><m:sub><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>ij</m:r></span></i></m:sub></m:sSub></m:e></m:d></m:e><m:=
sub><i><span
    style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"Ti=
mes New Roman";
    mso-fareast-theme-font:minor-fareast'><m:r>n</m:r></span></i><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>k</m:r></span></i></m:sub></m:sSub><i
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span></m:dPr><m:e><m:sSup><m:sSupPr><span
        style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"=
Cambria Math";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast;
        mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-fon=
t-style:
        normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>a</m:r></span></i></m:e><m:sup><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>ir</m:r></span></i></m:sup></m:sSup><m:sSup><m:sSupPr><sp=
an
        style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"=
Cambria Math";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast;
        mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-fon=
t-style:
        normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>b</m:r></span></i></m:e><m:sup><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>rj</m:r></span></i></m:sup></m:sSup></m:e></m:d></m:e><m:=
sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>mk</m:r></span></i></m:sub></m:sSub></m:oMath></m:oMathPara><=
![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:210pt;height:18.75pt'>
 <v:imagedata src=3D"tensor_files/image145.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D280 height=3D25
src=3D"tensor_files/image146.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p></o:p></span></p>

<p class=3DMsoNormal><b style=3D'mso-bidi-font-weight:normal'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p>&nbsp;</o:p></span></b></p>

<p class=3DMsoNormal><b style=3D'mso-bidi-font-weight:normal'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>Identity
Matrix:</span></b><span style=3D'mso-fareast-font-family:"Times New Roman";
mso-fareast-theme-font:minor-fareast'><o:p></o:p></span></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMath><span
  style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"Time=
s New Roman";
  mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"roman"/=
><m:sty
     m:val=3D"p"/></m:rPr>I=3D</m:r></span><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math"'><m:ctrlPr></m:ctrlPr></span></m:s=
SubPr><m:e><m:d><m:dPr><m:begChr
       m:val=3D"["/><m:endChr m:val=3D"]"/><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times N=
ew Roman";
      mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria M=
ath"'><m:ctrlPr></m:ctrlPr></span></m:dPr><m:e><span
      style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"=
Times New Roman";
      mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"rom=
an"/><m:sty
         m:val=3D"p"/></m:rPr>&#948;ij</m:r></span></m:e></m:d></m:e><m:sub=
><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>nn</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>=3D</m:r></span></i><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><m:d><m:dPr><m:begC=
hr
       m:val=3D"["/><m:endChr m:val=3D"]"/><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times N=
ew Roman";
      mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria M=
ath";
      font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></=
span></m:dPr><m:e><m:sSubSup><m:sSubSupPr><span
        style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"=
Cambria Math";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast;
        mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-fon=
t-style:
        normal'><m:ctrlPr></m:ctrlPr></span></m:sSubSupPr><m:e><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>&#948;</m:r></span></i></m:e><m:sub><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>k</m:r></span></i></m:sub><m:sup><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>i</m:r></span></i></m:sup></m:sSubSup></m:e></m:d></m:e><=
m:sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>n</m:r><m:r>n</m:r></span></i></m:sub></m:sSub><i
  style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria =
Math","serif";
  mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-fa=
reast'><m:r>=3D</m:r></span></i><m:sSub><m:sSubPr><span
    style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Camb=
ria Math";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast;
    mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-st=
yle:
    normal'><m:ctrlPr></m:ctrlPr></span></m:sSubPr><m:e><m:d><m:dPr><m:begC=
hr
       m:val=3D"["/><m:endChr m:val=3D"]"/><span style=3D'font-family:"Camb=
ria Math","serif";
      mso-ascii-font-family:"Cambria Math";mso-fareast-font-family:"Times N=
ew Roman";
      mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:"Cambria M=
ath";
      font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlPr></=
span></m:dPr><m:e><m:sSup><m:sSupPr><span
        style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"=
Cambria Math";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast;
        mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-fon=
t-style:
        normal'><m:ctrlPr></m:ctrlPr></span></m:sSupPr><m:e><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>&#948;</m:r></span></i></m:e><m:sup><i
        style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Ca=
mbria Math","serif";
        mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:mi=
nor-fareast'><m:r>ij</m:r></span></i></m:sup></m:sSup></m:e></m:d></m:e><m:=
sub><i
    style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambri=
a Math","serif";
    mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-=
fareast'><m:r>nn</m:r></span></i></m:sub></m:sSub></m:oMath></m:oMathPara><=
![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:139.5pt;height:18.75pt'>
 <v:imagedata src=3D"tensor_files/image147.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D186 height=3D25
src=3D"tensor_files/image148.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><o:p></o:p></span></p>

<p class=3DMsoNormal><!--[if gte msEquation 12]><m:oMathPara><m:oMath><span
  style=3D'font-family:"Cambria Math","serif";mso-fareast-font-family:"Time=
s New Roman";
  mso-fareast-theme-font:minor-fareast'><m:r><m:rPr><m:scr m:val=3D"roman"/=
><m:sty
     m:val=3D"p"/></m:rPr>IA=3DAI=3DA</m:r></span></m:oMath></m:oMathPara><=
![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:
EN-US;mso-bidi-language:AR-SA'><!--[if gte vml 1]><v:shape id=3D"_x0000_i10=
25"
 type=3D"#_x0000_t75" style=3D'width:56.25pt;height:15pt'>
 <v:imagedata src=3D"tensor_files/image149.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D75 height=3D20
src=3D"tensor_files/image150.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><b
style=3D'mso-bidi-font-weight:normal'><u><span style=3D'mso-fareast-font-fa=
mily:
"Times New Roman";mso-fareast-theme-font:minor-fareast'><o:p></o:p></span><=
/u></b></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>Where </span><!--[if gte msEquation 1=
2]><m:oMath><i
 style=3D'mso-bidi-font-style:normal'><span style=3D'font-family:"Cambria M=
ath","serif";
 mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-far=
east'><m:r>&#948;</m:r></span></i></m:oMath><![endif]--><![if !msEquation]>=
<span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:4.5pt;mso-text-raise:-=
4.5pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:6pt;height:15pt'>
 <v:imagedata src=3D"tensor_files/image151.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D8 height=3D20
src=3D"tensor_files/image152.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'><span
style=3D'mso-spacerun:yes'> </span>is the Kronecker <span class=3DGramE>del=
ta</span><o:p></o:p></span></p>

<p class=3DMsoNormal><b style=3D'mso-bidi-font-weight:normal'><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>Matrix
Inversion:<u><br>
<br clear=3Dall style=3D'mso-special-character:line-break;page-break-before=
:always'>
<o:p></o:p></u></span></b></p>

<p class=3DMsoNormal><b style=3D'mso-bidi-font-weight:normal'><u><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>Useful
information for the construction of this document:<o:p></o:p></span></u></b=
></p>

<p class=3DMsoNormal><span style=3D'mso-fareast-font-family:"Times New Roma=
n";
mso-fareast-theme-font:minor-fareast'>Microsoft Word 2010 supports LaTex ma=
th
symbols in its equation generator. <br>
<span class=3DGramE>see</span>: </span><a
href=3D"http://mirror.hmc.edu/ctan/info/symbols/comprehensive/symbols-a4.pd=
f"><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>http://mirror.hmc.edu/ctan/info/symbols/comprehensive/symbols=
-a4.pdf</span></a><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>
for a comprehensive list.<o:p></o:p></span></p>

<p class=3DMsoNormal><b style=3D'mso-bidi-font-weight:normal'><u><span
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>LaTex
(starts with \): <o:p></o:p></span></u></b></p>

<p class=3DMsoNormal><span style=3D'font-size:10.0pt;line-height:115%;font-=
family:
CMTT10;mso-bidi-font-family:CMTT10'>\equiv </span><!--[if gte msEquation 12=
]><m:oMath><span
 style=3D'font-size:10.0pt;line-height:115%;font-family:"Cambria Math","ser=
if";
 mso-bidi-font-family:CMTT10'><m:r><m:rPr><m:scr m:val=3D"roman"/><m:sty m:=
val=3D"p"/></m:rPr>&#10233;</m:r><m:r><m:rPr><m:scr
    m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>&#8801;</m:r></span></m:oM=
ath><![endif]--><![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:4.0pt;mso-text-raise:-=
4.0pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:19.5pt;height:13.5=
pt'>
 <v:imagedata src=3D"tensor_files/image153.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D26 height=3D18
src=3D"tensor_files/image154.png" v:shapes=3D"_x0000_i1025"><![endif]></spa=
n><![endif]><span
style=3D'font-size:10.0pt;line-height:115%;font-family:CMTT10;mso-fareast-f=
ont-family:
"Times New Roman";mso-fareast-theme-font:minor-fareast;mso-bidi-font-family:
CMTT10'><span style=3D'mso-spacerun:yes'> </span><span style=3D'mso-tab-cou=
nt:1'>       </span>\bar
T &nbsp;</span><!--[if gte msEquation 12]><m:oMath><span style=3D'font-size=
:10.0pt;
 line-height:115%;font-family:"Cambria Math","serif";mso-bidi-font-family:C=
MTT10'><m:r><m:rPr><m:scr
    m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>&#10233;</m:r></span><m:ac=
c><m:accPr><m:chr
    m:val=3D"&#773;"/><span style=3D'font-size:10.0pt;mso-ansi-font-size:10=
.0pt;
   mso-bidi-font-size:10.0pt;font-family:"Cambria Math","serif";mso-ascii-f=
ont-family:
   "Cambria Math";mso-fareast-font-family:"Times New Roman";mso-fareast-the=
me-font:
   minor-fareast;mso-hansi-font-family:"Cambria Math";mso-bidi-font-family:
   CMTT10;font-style:italic;mso-bidi-font-style:normal'><m:ctrlPr></m:ctrlP=
r></span></m:accPr><m:e><i
   style=3D'mso-bidi-font-style:normal'><span style=3D'font-size:10.0pt;lin=
e-height:
   115%;font-family:"Cambria Math","serif";mso-fareast-font-family:"Times N=
ew Roman";
   mso-fareast-theme-font:minor-fareast;mso-bidi-font-family:CMTT10'><m:r>T=
</m:r></span></i><span
   style=3D'font-family:"Cambria Math","serif";mso-ascii-font-family:"Cambr=
ia Math";
   mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:minor-f=
areast;
   mso-hansi-font-family:"Cambria Math";font-style:italic;mso-bidi-font-sty=
le:
   normal'><m:ctrlPr></m:ctrlPr></span></m:e></m:acc></m:oMath><![endif]-->=
<![if !msEquation]><span
style=3D'font-size:11.0pt;line-height:115%;font-family:"Calibri","sans-seri=
f";
mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareas=
t-theme-font:
minor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:"Times Ne=
w Roman";
mso-bidi-theme-font:minor-bidi;position:relative;top:4.0pt;mso-text-raise:-=
4.0pt;
mso-ansi-language:EN-US;mso-fareast-language:EN-US;mso-bidi-language:AR-SA'=
><!--[if gte vml 1]><v:shape
 id=3D"_x0000_i1025" type=3D"#_x0000_t75" style=3D'width:21pt;height:13.5pt=
'>
 <v:imagedata src=3D"tensor_files/image155.png" o:title=3D"" chromakey=3D"w=
hite"/>
</v:shape><![endif]--><![if !vml]><img width=3D28 height=3D18
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