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<Font name="Maple Output" background="[255,255,255]" bold="false" executable="false" family="Times New Roman" foreground="[0,0,0]" italic="false" opaque="false" readonly="false" size="12" subscript="false" superscript="false" underline="false" placeholder="false"/>
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<Font name="Equation Label" background="[255,255,255]" bold="true" executable="false" family="Times New Roman" foreground="[0,0,0]" italic="false" opaque="false" readonly="false" size="12" subscript="false" superscript="false" underline="false" placeholder="false"/>
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<Text-field style="Text" layout="Normal"><Font size="18">The objective is to find the vector </Font><Font bold="true" size="20">w</Font><Font size="18">. This is done by introducing an 

error vector  </Font><Font bold="true" size="20">r = X</Font><Font size="20">.<Font bold="true">w - y</Font></Font><Font bold="true" size="18">.  </Font><Font size="18">Note that the above system of equations is deterministic

hence we dont need an error vector. An error vector is only included to illustrate the 

basic logic. Our system now looks like:</Font></Text-field>
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<Text-field style="Text" size="18" layout="Normal"><Font size="18">In order for<Font bold="true"> </Font></Font><Font bold="true" size="20">w</Font><Font size="18"> to be an acceptable solution </Font><Font bold="true" size="20">w</Font><Font bold="true" size="18"> </Font><Font size="18">has to minimize 
</Font><Font size="12">
</Font><Font size="18">the total error (r[1] + r[2]). Since we are only interested in the 

absolute error (minus or plus does not matter) our objective becomes 

to minimize the sum of squares (r[1]^2 + r[2]^2).</Font></Text-field>
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<Text-field style="Text" layout="Normal"><Font size="18"> </Font></Text-field>
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<Text-field style="Text" layout="Normal"><Font size="18">Our objective function can therefore be written as: </Font></Text-field>
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<Text-field style="Text" size="18" layout="Normal"><Font size="18">It turnes out that the Least Square (LS) solution to the above problem is given by:</Font></Text-field>
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<Text-field style="Text" size="18" layout="Normal"><Equation executable="false" style="2D Math" input-equation="" display="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">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</Equation><Font size="18"> </Font></Text-field>
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<Text-field style="Text" layout="Normal"></Text-field>
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<Text-field style="Text" layout="Normal"></Text-field>
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<Text-field style="Text" layout="Normal"></Text-field>
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<Text-field style="Text" layout="Normal"><Font size="18">We can show this as follows:</Font></Text-field>
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<Text-field style="Text" layout="Normal"></Text-field>
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<Text-field style="Text" layout="Normal"></Text-field>
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<Text-field style="Text" layout="Normal"><Font bold="true" size="18">y = X.w                           </Font><Font size="18">#  multiply both sides by <Font bold="true">X</Font>'</Font></Text-field>
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<Text-field style="Text" layout="Normal"><Font bold="true" size="18">X'.y = X'.X</Font><Font size="18">.<Font bold="true">w                  </Font>#  solve for <Font bold="true">w</Font>       (Normal equations)   </Font></Text-field>
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<Text-field style="Text" size="18" bold="true" layout="Normal"><Font bold="true" size="18">(X'.X)^-1.X'.y = w          </Font><Font bold="false" size="18"># caution </Font><Font bold="true" size="18">    </Font></Text-field>
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<Text-field style="Text" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2I1EhRicvJSVzaXplR1EjMTJGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJw==">LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYjLUkjbWlHRiQ2I1EhRic=</Equation></Text-field>
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<Text-field style="Text" layout="Normal"></Text-field>
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<Text-field style="Text" size="18" layout="Normal"><Font size="18">Note that it is important to check that the matrix <Font bold="true">X</Font> is invertable.
Not all matricies are invertable. A invertable matrix has the property  
X^-1.X = X.X^-1 = I  where I is the Identity Matrix. In our case 
the matrix indeed is invertable hence the above equation holds.</Font></Text-field>
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<Text-field style="Text" layout="Normal"></Text-field>
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<Text-field style="Text" layout="Normal"></Text-field>
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<Text-field style="Text" layout="Normal"></Text-field>
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<Text-field style="Text" layout="Normal"><Font size="18">We can plot the objective function as follows: </Font></Text-field>
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<Text-field style="Text" layout="Normal"></Text-field>
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<Text-field style="Text" layout="Normal"></Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" 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<Output>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal">%;</Text-field>
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<Output>
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<Output>
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[s-Fhr6#Qgg`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<Text-field style="Text" layout="Normal"><Font size="18">In our previous example the error vector  </Font><Font bold="true" size="20">r = X</Font><Font size="20">.<Font bold="true">w - y</Font></Font><Font size="14">  </Font><Font size="18">was given by:</Font></Text-field>
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<Text-field style="Text" layout="Normal"><Equation executable="false" style="2D Math" input-equation="" display="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">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</Equation></Text-field>
</Input>
</Group></Presentation-Block><Presentation-Block>
<Group view="presentation" hide-input="false" hide-output="true" inline-output="false" labelreference="L32131" drawlabel="true">
<Input>
<Text-field style="Text" layout="Normal"></Text-field>
</Input>
</Group></Presentation-Block><Presentation-Block>
<Group view="presentation" hide-input="false" hide-output="true" inline-output="false" labelreference="L32130" drawlabel="true">
<Input>
<Text-field style="Text" layout="Normal"></Text-field>
</Input>
</Group></Presentation-Block><Presentation-Block>
<Group view="presentation" hide-input="false" hide-output="true" inline-output="false" labelreference="L32182" drawlabel="true">
<Input>
<Text-field style="Text" layout="Normal"><Font size="18">We can plot such system of equations as follows:
</Font></Text-field>
</Input>
</Group></Presentation-Block><Presentation-Block>
<Group view="presentation" hide-input="false" hide-output="true" inline-output="false" labelreference="L32147" drawlabel="true" redirect-target="L32240">
<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" display="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">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</Input>
<Output>
<Text-field superscript="false" placeholder="false" executable="false" selection-placeholder="false" italic="false" size="12" bold="false" subscript="false" family="Times New Roman" opaque="false" underline="false" background="[255,255,255]" readonly="false" foreground="[0,0,0]" alignment="centred" firstindent="0" spacebelow="0" leftmargin="0" linespacing="0.0" initial="0" linebreak="space" rightmargin="0" bulletsuffix="" spaceabove="0" bullet="none" pagebreak-before="false"><Equation executable="false" style="2D Output" display="LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=">LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=</Equation></Text-field>
</Output>
</Group>
<Group view="presentation" hide-input="true" hide-output="false" inline-output="false" labelreference="L32240" drawlabel="true" redirect-source="L32147">
<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal">%;</Text-field>
</Input>
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<Text-field style="Text" size="18" layout="Normal"><Font size="18">We know that the optimal point is [-2,6] which is located where these two 

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<Text-field style="Text" layout="Normal"><Font size="18">Now in order for us to use Pythagoras theorem we have to make sure that
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<Text-field style="Text" size="18" layout="Normal"><Font size="18">a1*w[1] + b1*w[2] + c1 = 0   </Font></Text-field>
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<Text-field style="Text" size="18" layout="Normal"><Font size="18">The two lines will be perpendicular (90 degree angle) if and only if   a1*a2 + b1*b2 = 0.</Font></Text-field>
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<Text-field style="Text" layout="Normal"><Font size="18">i) Two lines or curves are orthogonal if they are perpendicular 
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<Text-field style="Text" layout="Normal"><Font size="18">ii) Two vectors are orthogonal if their dot product (inner product) is equal to zero. </Font></Text-field>
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<Text-field style="Text" layout="Normal"><Font size="18">iii) A orthogonal matrix  is necessarily square A[1..n,1..n] and </Font></Text-field>
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<Text-field style="Text" layout="Normal"><Font size="18">invertible A^-1.A = A.A^-1 = I. This is an important property! </Font></Text-field>
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<Text-field style="Text" layout="Normal"><Font size="18">Since the two lines were orthogonal our problem can be written as:</Font></Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" 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</Input>
<Output>
<Text-field superscript="false" placeholder="false" executable="false" selection-placeholder="false" italic="false" size="12" bold="false" subscript="false" family="Times New Roman" opaque="false" underline="false" background="[255,255,255]" readonly="false" foreground="[0,0,0]" alignment="centred" firstindent="0" spacebelow="0" leftmargin="0" linespacing="0.0" initial="0" linebreak="space" rightmargin="0" bulletsuffix="" spaceabove="0" bullet="none" pagebreak-before="false"><Equation executable="false" style="2D Output" display="LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=">LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=</Equation></Text-field>
</Output>
</Group>
<Group view="presentation" hide-input="true" hide-output="false" inline-output="false" labelreference="L32215" drawlabel="true" redirect-source="L32216">
<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal">print(<Label label="L32216" view="label" executable="true"></Label>); # input placeholder</Text-field>
</Input>
<Output>
<Text-field style="2D Output" layout="Maple Output"><Equation executable="false" style="2D Output" display="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">NyQkIiIhRiQ3JC8mSSJ3RzYiNiMiIiIkITN5KioqKioqKioqKioqKio+ISM8LyZGKDYjIiIjJCIiJ0Yk</Equation></Text-field>
</Output>
<Output>
<Text-field style="2D Output" layout="Maple Output"><Equation executable="false" style="2D Output" display="LUkobWZlbmNlZEc2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUklbXJvd0dGJDYoLUYsNiYtSSVtc3ViR0YkNiUtSSNtaUdGJDYlUSJ3RicvJSdpdGFsaWNHUSV0cnVlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkjbW5HRiQ2JFEiMUYnL0Y7USdub3JtYWxGJy8lL3N1YnNjcmlwdHNoaWZ0R1EiMEYnLUkjbW9HRiQ2LVEpJmVxdWFscztGJ0ZBLyUmZmVuY2VHUSZmYWxzZUYnLyUqc2VwYXJhdG9yR0ZMLyUpc3RyZXRjaHlHRkwvJSpzeW1tZXRyaWNHRkwvJShsYXJnZW9wR0ZMLyUubW92YWJsZWxpbWl0c0dGTC8lJ2FjY2VudEdGTC8lJ2xzcGFjZUdRLDAuMjc3Nzc3OGVtRicvJSdyc3BhY2VHRmVuLUY+NiRRKyZ1bWludXMwOzJGJ0ZBRkEtRkc2LVEiLEYnRkFGSi9GTkY5Rk9GUUZTRlVGVy9GWlEmMC4wZW1GJy9GZ25RLDAuMzMzMzMzM2VtRictRiw2Ji1GMTYlRjMtRj42JFEiMkYnRkFGQ0ZGLUY+NiRRIjZGJ0ZBRkEvJSVzaXplR1EjMTJGJy8lKXJlYWRvbmx5R0ZMRkFGQS8lJW9wZW5HUScmbGN1YjtGJy8lJmNsb3NlR1EnJnJjdWI7Ric=">PCQvJkkid0c2IjYjIiIiISIjLyZGJTYjIiIjIiIn</Equation></Text-field>
</Output>
<Output>
<Text-field style="2D Output" layout="Maple Output"><Equation executable="false" style="2D Output" display="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">LV9JLFR5cGVzZXR0aW5nRzYkJSpwcm90ZWN0ZWRHSShfc3lzbGliRzYiSSxtcHJpbnRzbGFzaEdGKDYkNyMtSSdSVEFCTEVHRig2JSIqTyZwKio9LUknTUFUUklYR0YoNiM3JDcjJCEiIyIiITcjJCIiJ0Y3JkknVmVjdG9yR0YlNiNJJ2NvbHVtbkdGKDcjLUY7NiMvSSQlaWRHRihGLw==</Equation></Text-field>
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<Output>
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<Output>
<Text-field style="HyperlinkWarning" layout="HyperlinkWarning"><Hyperlink linktarget="http://www.maplesoft.com/support/help/errors/view.aspx?path=Warning,%20there%20are%20zero%20degrees%20of%20freedom" hyperlink="true"><Font style="HyperlinkWarning">Warning, there are zero degrees of freedom</Font></Hyperlink></Text-field>
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<Output>
<Text-field style="2D Output" layout="Maple Output"><Equation executable="false" style="2D Output" display="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">NyQvJkkiQkc2IjYjIiIiJCEiIyIiIS8mRiU2IyIiIyQiMzcqKioqKioqKioqKioqKmYhIzw=</Equation></Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2I1EhRicvJSVzaXplR1EjMTJGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJw==">JSFH</Equation></Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2I1EhRicvJSVzaXplR1EjMTJGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJw==">JSFH</Equation></Text-field>
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<Text-field style="Text" size="18" layout="Normal"><Font size="18">In the previous example we assumed that <Font bold="true">X</Font> was a square matrix.</Font></Text-field>
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<Text-field style="Text" layout="Normal"><Font size="18">When <Font bold="true">X</Font> is a non-square matrix X[1..m,1..n] then we have two scenarios:</Font></Text-field>
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</Group></Presentation-Block><Table alignment="left" showinput="true" interior="group" order="row" exterior="all" width="77.86116322701689%" randomized="false" showlabel="true" plotalignlists="" postexecute="insert" pagebreak="cell" showgroup="true"><Table-Column weight="405" separator="true"></Table-Column><Table-Column weight="425" separator="true"></Table-Column><Table-Row align="top" separator="true"><Table-Cell columnspan="1" backgroundstyle="0" rowspan="1" fillcolor="[255,255,255]"><Presentation-Block>
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<Text-field style="Text" layout="Normal" alignment="centred"><Font underline="true" size="18">Column-Dominant Matrix</Font><Font size="18"> = more columns than rows (there are less linear equations than unknown variables ie underdetermined  (df&lt;0) )</Font><Font size="14"> </Font></Text-field>
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<Text-field style="Text" layout="Normal" alignment="centred"><Font underline="true" size="18">Row-Dominant Matrix</Font><Font size="18"> = more rows than columns (there are more linear equations
than unknown variables ie overdetermined (df&gt;0)</Font></Text-field>
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</Font><Font size="18">*Note df is defined at the # of rows - # of columns in matrix X</Font></Text-field>
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<Text-field style="Text" layout="Normal"><Font size="18">In both these cases it turnes out that the normal equation solution (NES)
given by </Font><Equation executable="false" style="2D Math" input-equation="" display="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">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</Equation><Font size="18">  will introduce significant estimation error.</Font></Text-field>
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<Text-field style="Text" layout="Normal"><Font size="18">We can now note that there exist orthogonalization algorithms such </Font></Text-field>
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<Text-field style="Text" layout="Normal"><Font size="18">as QR &amp; SD decompositions.</Font></Text-field>
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<Text-field style="Text" size="18" underline="true" layout="Normal"><Font underline="true" size="18">The Maple Command LinearAlgebra[LeastSquares]</Font></Text-field>
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<Text-field style="Text" size="18" layout="Normal"><Font size="18">&quot;For a floating-point column-dominant matrix a solution is computed by 
using a singular values decomposition (SVD) by default.&quot;</Font></Text-field>
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<Text-field style="Text" size="18" layout="Normal"><Font size="18">&quot;For a floating-point row-dominant matrix a solution is computed by 
using a QR decomposition (QRD) by default.&quot; </Font></Text-field>
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<Text-field style="Text" size="18" layout="Normal"><Font size="18">We can compare the three different approached as follows:</Font></Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" 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</Input>
<Output>
<Text-field superscript="false" placeholder="false" executable="false" selection-placeholder="false" italic="false" size="12" bold="false" subscript="false" family="Times New Roman" opaque="false" underline="false" background="[255,255,255]" readonly="false" foreground="[0,0,0]" alignment="centred" firstindent="0" spacebelow="0" leftmargin="0" linespacing="0.0" initial="0" linebreak="space" rightmargin="0" bulletsuffix="" spaceabove="0" bullet="none" pagebreak-before="false"><Equation executable="false" style="2D Output" display="LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=">LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=</Equation></Text-field>
</Output>
</Group>
<Group view="presentation" hide-input="true" hide-output="false" inline-output="false" labelreference="L32593" drawlabel="true" redirect-source="L32592">
<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal">%;</Text-field>
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<Output>
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<Text-field style="2D Output" layout="Maple Output"><Equation executable="false" style="2D Output" display="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">LV9JLFR5cGVzZXR0aW5nRzYkJSpwcm90ZWN0ZWRHSShfc3lzbGliRzYiSSxtcHJpbnRzbGFzaEdGKDYkNyM+SSdkYXRhMjJHRigtSSdSVEFCTEVHRig2KiIqXyYzO0gmSSZmbG9hdEdGJjYjIiIpJkknVmVjdG9yR0YlNiNJJ2NvbHVtbkdGKEkscmVjdGFuZ3VsYXJHRihJLkZvcnRyYW5fb3JkZXJHRig3IiIiIjtGPSIjNzcjLUY2NiMvSSQlaWRHRihGMQ==</Equation></Text-field>
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</Input>
<Output>
<Text-field superscript="false" placeholder="false" executable="false" selection-placeholder="false" italic="false" size="12" bold="false" subscript="false" family="Times New Roman" opaque="false" underline="false" background="[255,255,255]" readonly="false" foreground="[0,0,0]" alignment="centred" firstindent="0" spacebelow="0" leftmargin="0" linespacing="0.0" initial="0" linebreak="space" rightmargin="0" bulletsuffix="" spaceabove="0" bullet="none" pagebreak-before="false"><Equation executable="false" style="2D Output" display="LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=">LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=</Equation></Text-field>
</Output>
</Group>
<Group view="presentation" hide-input="true" hide-output="false" inline-output="false" labelreference="L32619" drawlabel="true" redirect-source="L32617">
<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal">%;</Text-field>
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<Output>
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</Input>
<Output>
<Text-field superscript="false" placeholder="false" executable="false" selection-placeholder="false" italic="false" size="12" bold="false" subscript="false" family="Times New Roman" opaque="false" underline="false" background="[255,255,255]" readonly="false" foreground="[0,0,0]" alignment="centred" firstindent="0" spacebelow="0" leftmargin="0" linespacing="0.0" initial="0" linebreak="space" rightmargin="0" bulletsuffix="" spaceabove="0" bullet="none" pagebreak-before="false"><Equation executable="false" style="2D Output" display="LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=">LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=</Equation></Text-field>
</Output>
</Group>
<Group view="presentation" hide-input="true" hide-output="false" inline-output="false" labelreference="L32621" drawlabel="true" redirect-source="L32616">
<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal">%;</Text-field>
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<Output>
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<Text-field style="Text" layout="Normal"><Font size="18">We can now look at a more pratical example ie portfolio optimization.</Font></Text-field>
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<Text-field style="Text" layout="Normal"><Font size="18">We first note that the two methods below (minimize portfolio variance 
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<Text-field style="Text" layout="Normal"><Equation executable="false" style="2D Math" input-equation="" display="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">LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYvLUkjbW5HRiQ2JVEiMkYnLyUlc2l6ZUdRIzE4RicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnLUkjbW9HRiQ2LlEiKUYnRi9GMi8lJmZlbmNlR1EldHJ1ZUYnLyUqc2VwYXJhdG9yR1EmZmFsc2VGJy8lKXN0cmV0Y2h5R0Y7LyUqc3ltbWV0cmljR0Y+LyUobGFyZ2VvcEdGPi8lLm1vdmFibGVsaW1pdHNHRj4vJSdhY2NlbnRHRj4vJSdsc3BhY2VHUSwwLjE2NjY2NjdlbUYnLyUncnNwYWNlR0ZLLUY2Ni5RIn5GJ0YvRjIvRjpGPkY8L0ZARj5GQUZDRkVGRy9GSlEmMC4wZW1GJy9GTUZURk4tSSNtaUdGJDYmUSJ3RidGLy8lJ2l0YWxpY0dGPkYyLUY2Ni5RIj1GJ0YvRjJGUUY8RlJGQUZDRkVGRy9GSlEsMC4yNzc3Nzc4ZW1GJy9GTUZqbi1JJW1zdXBHRiQ2JS1JKG1mZW5jZWRHRiQ2JS1GIzYnLUZXNiZRIlJGJ0YvRlpGMi1GNjYuUSInRidGL0YyRlFGPEZSRkFGQ0ZFRkcvRkpRLDAuMTExMTExMWVtRidGVS1GNjYuUSIuRidGL0YyRlFGPEZSRkFGQ0ZFRkdGU0ZVRmRvRjJGL0YyLUYjNiUtRjY2LlEqJnVtaW51czA7RidGL0YyRlFGPEZSRkFGQ0ZFRkcvRkpRLDAuMjIyMjIyMmVtRicvRk1GZXAtRiw2JVEiMUYnRi9GMkYyLyUxc3VwZXJzY3JpcHRzaGlmdEdRIjBGJ0ZccEZkb0Znb0ZccC1GVzYmUSRFUlJGJ0YvRlpGMkYy</Equation>   <Font size="18">where R is the return matrix and ERR is the vector of ER
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<Text-field style="Text" layout="Normal">       <Font size="18">Note-2. This equation is simply found from the normal equations where y=expected return
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<Text-field style="Text" size="18" layout="Normal"><Font size="18">We can show this as follows:</Font></Text-field>
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</Input>
<Output>
<Text-field superscript="false" placeholder="false" executable="false" selection-placeholder="false" italic="false" size="12" bold="false" subscript="false" family="Times New Roman" opaque="false" underline="false" background="[255,255,255]" readonly="false" foreground="[0,0,0]" alignment="centred" firstindent="0" spacebelow="0" leftmargin="0" linespacing="0.0" initial="0" linebreak="space" rightmargin="0" bulletsuffix="" spaceabove="0" bullet="none" pagebreak-before="false"><Equation executable="false" style="2D Output" display="LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=">LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=</Equation></Text-field>
</Output>
</Group>
<Group view="presentation" hide-input="true" hide-output="false" inline-output="false" labelreference="L32183" drawlabel="true" redirect-source="L32185">
<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal">%;</Text-field>
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<Output>
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</Input>
<Output>
<Text-field superscript="false" placeholder="false" executable="false" selection-placeholder="false" italic="false" size="12" bold="false" subscript="false" family="Times New Roman" opaque="false" underline="false" background="[255,255,255]" readonly="false" foreground="[0,0,0]" alignment="centred" firstindent="0" spacebelow="0" leftmargin="0" linespacing="0.0" initial="0" linebreak="space" rightmargin="0" bulletsuffix="" spaceabove="0" bullet="none" pagebreak-before="false"><Equation executable="false" style="2D Output" display="LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=">LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=</Equation></Text-field>
</Output>
</Group>
<Group view="presentation" hide-input="true" hide-output="false" inline-output="false" labelreference="L32778" drawlabel="true" redirect-source="L32776">
<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal">%;</Text-field>
</Input>
<Output>
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<Output>
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<Output>
<Text-field style="HyperlinkWarning" layout="HyperlinkWarning"><Hyperlink linktarget="http://www.maplesoft.com/support/help/errors/view.aspx?path=Warning,%20problem%20appears%20to%20be%20unbounded" hyperlink="true"><Font style="HyperlinkWarning">Warning, problem appears to be unbounded</Font></Hyperlink></Text-field>
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<Output>
<Text-field style="2D Output" layout="Maple Output"><Equation executable="false" style="2D Output" display="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">LV9JLFR5cGVzZXR0aW5nRzYkJSpwcm90ZWN0ZWRHSShfc3lzbGliRzYiSSxtcHJpbnRzbGFzaEdGKDYkNyM+SSV3cnQyR0YoLUknUlRBQkxFR0YoNioiKiF5KD0nSEkpYW55dGhpbmdHRiYmSSdWZWN0b3JHRiU2I0knY29sdW1uR0YoSSxyZWN0YW5ndWxhckdGKEkuRm9ydHJhbl9vcmRlckdGKDciIiIiO0Y6IiRdIjcjLUYzNiMvSSQlaWRHRihGMQ==</Equation></Text-field>
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<Output>
<Text-field style="2D Output" layout="Maple Output"><Equation executable="false" style="2D Output" display="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">LV9JLFR5cGVzZXR0aW5nRzYkJSpwcm90ZWN0ZWRHSShfc3lzbGliRzYiSSxtcHJpbnRzbGFzaEdGKDYkNyM+SSZkYXRhMUdGKC1JJ1JUQUJMRUdGKDYqIiojSCk9J0hJKWFueXRoaW5nR0YmJkknVmVjdG9yR0YlNiNJJ2NvbHVtbkdGKEkscmVjdGFuZ3VsYXJHRihJLkZvcnRyYW5fb3JkZXJHRig3IiIiIjtGOiIjXTcjLUYzNiMvSSQlaWRHRihGMQ==</Equation></Text-field>
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<Output>
<Text-field style="2D Output" layout="Maple Output"><Equation executable="false" style="2D Output" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2JVEmZGF0YTJGJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRictSSNtb0dGJDYtUSkmQXNzaWduO0YnL0YzUSdub3JtYWxGJy8lJmZlbmNlR1EmZmFsc2VGJy8lKnNlcGFyYXRvckdGPS8lKXN0cmV0Y2h5R0Y9LyUqc3ltbWV0cmljR0Y9LyUobGFyZ2VvcEdGPS8lLm1vdmFibGVsaW1pdHNHRj0vJSdhY2NlbnRHRj0vJSdsc3BhY2VHUSwwLjI3Nzc3NzhlbUYnLyUncnNwYWNlR0ZMLUkobWFjdGlvbkdGJDYlLUkobWZlbmNlZEdGJDYmLUknbXRhYmxlR0YkNjgtSSRtdHJHRiQ2Ji1JJG10ZEdGJDYoLUYjNiYtRiw2JVEqfjF+Li5+NTB+RidGL0YyLUklbXN1YkdGJDYlLUYsNiVRJ1ZlY3RvckYnRi9GMi1GIzYlLUYsNiVRJ2NvbHVtbkYnRi9GMi8lJXNpemVHUSMxMkYnRjkvJS9zdWJzY3JpcHRzaGlmdEdRIjBGJ0Zob0Y5LyUpcm93YWxpZ25HUSFGJy8lLGNvbHVtbmFsaWduR0ZgcC8lK2dyb3VwYWxpZ25HRmBwLyUocm93c3BhbkdRIjFGJy8lK2NvbHVtbnNwYW5HRmdwRl5wRmFwRmNwLUZZNiYtRmZuNigtRiM2Ji1GLDYlUSxEYXRhflR5cGU6fkYnRi9GMi1GLDYlUSlhbnl0aGluZ0YnRi9GMkZob0Y5Rl5wRmFwRmNwRmVwRmhwRl5wRmFwRmNwLUZZNiYtRmZuNigtRiM2Ji1GLDYlUSpTdG9yYWdlOn5GJ0YvRjItRiw2JVEscmVjdGFuZ3VsYXJGJ0YvRjJGaG9GOUZecEZhcEZjcEZlcEZocEZecEZhcEZjcC1GWTYmLUZmbjYoLUYjNiYtRiw2JVEoT3JkZXI6fkYnRi9GMi1GLDYlUS5Gb3J0cmFuX29yZGVyRidGL0YyRmhvRjlGXnBGYXBGY3BGZXBGaHBGXnBGYXBGY3AvJSZhbGlnbkdRJWF4aXNGJy9GX3BRKWJhc2VsaW5lRicvRmJwUSdjZW50ZXJGJy9GZHBRJ3xmcmxlZnR8aHJGJy8lL2FsaWdubWVudHNjb3BlR0YxLyUsY29sdW1ud2lkdGhHUSVhdXRvRicvJSZ3aWR0aEdGW3QvJStyb3dzcGFjaW5nR1EmMS4wZXhGJy8lLmNvbHVtbnNwYWNpbmdHUSYwLjhlbUYnLyUpcm93bGluZXNHUSVub25lRicvJSxjb2x1bW5saW5lc0dGZnQvJSZmcmFtZUdGZnQvJS1mcmFtZXNwYWNpbmdHUSwwLjRlbX4wLjVleEYnLyUqZXF1YWxyb3dzR0Y9LyUtZXF1YWxjb2x1bW5zR0Y9LyUtZGlzcGxheXN0eWxlR0Y9LyUlc2lkZUdRJnJpZ2h0RicvJTBtaW5sYWJlbHNwYWNpbmdHRmN0RjkvJSVvcGVuR1EiW0YnLyUmY2xvc2VHUSJdRicvJSthY3Rpb250eXBlR1EtYnJvd3NlcnRhYmxlRicvJSlydGFibGVpZEdRKjI5NjE4ODgwNEYnRjk=">LV9JLFR5cGVzZXR0aW5nRzYkJSpwcm90ZWN0ZWRHSShfc3lzbGliRzYiSSxtcHJpbnRzbGFzaEdGKDYkNyM+SSZkYXRhMkdGKC1JJ1JUQUJMRUdGKDYqIiovKSk9J0hJKWFueXRoaW5nR0YmJkknVmVjdG9yR0YlNiNJJ2NvbHVtbkdGKEkscmVjdGFuZ3VsYXJHRihJLkZvcnRyYW5fb3JkZXJHRig3IiIiIjtGOiIjXTcjLUYzNiMvSSQlaWRHRihGMQ==</Equation></Text-field>
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<Text-field style="Text" size="18" layout="Normal"><Font size="18">We can now show that the Least Square (LS) solution and the Quadratic Programming (QP) solution 
for the objective of minimizing portfolio variance for a given portfolio expected return
will be the same when the return matrix is <Font underline="true">either square or column-dominant</Font>.

This is a very convenient feature because a lot of financial datasets used for portfolio optimization 
often have more columns than rows ie the global universe might have thousands of stocks.</Font></Text-field>
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<Text-field style="Text" layout="Normal"><Font size="18">The Maple procedures that we use are:</Font></Text-field>
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<Text-field style="Text" size="18" layout="Normal"><Equation executable="false" style="2D Math" input-equation="" display="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">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</Equation></Text-field>
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<Input>
<Text-field style="Text" layout="Normal"></Text-field>
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<Group view="presentation" hide-input="false" hide-output="true" inline-output="false" labelreference="L32818" drawlabel="true">
<Input>
<Text-field style="Text" size="18" layout="Normal"><Font size="18">We can show this as follows:</Font></Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal"></Text-field>
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<Group view="presentation" hide-input="false" hide-output="true" inline-output="false" labelreference="L32278" drawlabel="true" redirect-target="L32700">
<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" 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</Equation></Text-field>
</Input>
<Output>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal">%;</Text-field>
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<Text-field style="HyperlinkWarning" layout="HyperlinkWarning"><Hyperlink linktarget="http://www.maplesoft.com/support/help/errors/view.aspx?path=Warning,%20problem%20appears%20to%20be%20unbounded" hyperlink="true"><Font style="HyperlinkWarning">Warning, problem appears to be unbounded</Font></Hyperlink></Text-field>
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<Output>
<Text-field style="HyperlinkWarning" layout="HyperlinkWarning"><Hyperlink linktarget="http://www.maplesoft.com/support/help/errors/view.aspx?path=Warning,%20necessary%20conditions%20met%20but%20sufficient%20conditions%20not%20satisfied" hyperlink="true"><Font style="HyperlinkWarning">Warning, necessary conditions met but sufficient conditions not satisfied</Font></Hyperlink></Text-field>
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<Output>
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<Output>
<Text-field style="2D Output" layout="Maple Output"><Equation executable="false" style="2D Output" display="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">LV9JLFR5cGVzZXR0aW5nRzYkJSpwcm90ZWN0ZWRHSShfc3lzbGliRzYiSSxtcHJpbnRzbGFzaEdGKDYkNyM+SSZkYXRhM0dGKC1JJ1JUQUJMRUdGKDYqIio7KilHdSNJKWFueXRoaW5nR0YmJkknVmVjdG9yR0YlNiNJJ2NvbHVtbkdGKEkscmVjdGFuZ3VsYXJHRihJLkZvcnRyYW5fb3JkZXJHRig3IiIiIjtGOiIjXTcjLUYzNiMvSSQlaWRHRihGMQ==</Equation></Text-field>
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</Equation></Text-field>
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<Output>
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<Text-field style="Text" layout="Normal"><Font size="18">We can see in the previous example that the Maple command </Font><Equation executable="false" style="2D Math" input-equation="" display="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">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</Equation><Font size="18"> 
was by far the fastest one. It also also produces better allocations ie lower risk.

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<Text-field style="Text" layout="Normal"><Font size="18">When the residuals in the objective function and the constraints are all linear
(as in our case), then an active-set method is used ie a good QP-Solver</Font></Text-field>
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</Font><Font style="Text" size="18">We can now show how we can use </Font><Equation executable="false" style="2D Math" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2JlEtT3B0aW1pemF0aW9uRicvJSVzaXplR1EjMThGJy8lJ2l0YWxpY0dRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnLUkobWZlbmNlZEdGJDYnLUYjNiUtRiw2JlEoTFNTb2x2ZUYnRi9GMkY1Ri9GNUYvRjUvJSVvcGVuR1EiW0YnLyUmY2xvc2VHUSJdRictRiw2I1EhRidGL0Y1">LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2JlEtT3B0aW1pemF0aW9uRicvJSVzaXplR1EjMThGJy8lJ2l0YWxpY0dRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnLUkobWZlbmNlZEdGJDYnLUYjNiUtRiw2JlEoTFNTb2x2ZUYnRi9GMkY1Ri9GNUYvRjUvJSVvcGVuR1EiW0YnLyUmY2xvc2VHUSJdRictRiw2I1EhRidGL0Y1</Equation><Font style="Text" size="18"> for a column-dominated
matrix to included a simple budget constraint. The analysis is now done directly on 
the Stock Price and we assume that our Portfolio Capital (PC) must grow 
5% each period ie </Font><Equation executable="true" style="2D Input" input-equation="" display="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">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</Equation><Font style="Text" size="18">  where t=0..nr

In the first period t=0 which means that PC=PC hence we can not buy more stocks
than we can afford ie we are constrained by our budget.</Font></Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2I1EhRicvJSVzaXplR1EjMTJGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJw==">JSFH</Equation></Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Font style="Text" size="18">The analysis is done the same way as the previous example PC represent the y-variable
and the x-variables is the matrix of stock prices.</Font></Text-field>
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<Text-field style="Text" layout="Normal"><Equation executable="false" style="2D Math" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2I1EhRicvJSVzaXplR1EjMTJGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRic=">LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYjLUkjbWlHRiQ2I1EhRic=</Equation></Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" 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<Output>
<Text-field superscript="false" placeholder="false" executable="false" selection-placeholder="false" italic="false" size="12" bold="false" subscript="false" family="Times New Roman" opaque="false" underline="false" background="[255,255,255]" readonly="false" foreground="[0,0,0]" alignment="centred" firstindent="0" spacebelow="0" leftmargin="0" linespacing="0.0" initial="0" linebreak="space" rightmargin="0" bulletsuffix="" spaceabove="0" bullet="none" pagebreak-before="false"><Equation executable="false" style="2D Output" display="LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=">LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=</Equation></Text-field>
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<Group view="presentation" hide-input="true" hide-output="false" inline-output="false" labelreference="L32991" drawlabel="true" redirect-source="L32990">
<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal">%;</Text-field>
</Input>
<Output>
<Text-field style="2D Output" layout="Maple Output"><Equation executable="false" style="2D Output" display="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">LV9JLFR5cGVzZXR0aW5nRzYkJSpwcm90ZWN0ZWRHSShfc3lzbGliRzYiSSxtcHJpbnRzbGFzaEdGKDYkNyM+SSZkYXRhMUdGKC1JJ1JUQUJMRUdGKDYqIipDX012IkkpYW55dGhpbmdHRiYmSSdWZWN0b3JHRiU2I0knY29sdW1uR0YoSSxyZWN0YW5ndWxhckdGKEkuRm9ydHJhbl9vcmRlckdGKDciIiIiO0Y6IiNdNyMtRjM2Iy9JJCVpZEdGKEYx</Equation></Text-field>
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<Text-field style="Text" layout="Normal"><Font size="18">We can do some forward testing as follows: </Font></Text-field>
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<Text-field style="Text" layout="Normal"><Equation executable="false" style="2D Math" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2I1EhRicvJSVzaXplR1EjMTJGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRic=">JSFH</Equation></Text-field>
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<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" 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</Input>
<Output>
<Text-field superscript="false" placeholder="false" executable="false" selection-placeholder="false" italic="false" size="12" bold="false" subscript="false" family="Times New Roman" opaque="false" underline="false" background="[255,255,255]" readonly="false" foreground="[0,0,0]" alignment="centred" firstindent="0" spacebelow="0" leftmargin="0" linespacing="0.0" initial="0" linebreak="space" rightmargin="0" bulletsuffix="" spaceabove="0" bullet="none" pagebreak-before="false"><Equation executable="false" style="2D Output" display="LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=">LUkjbWlHNiMvSSttb2R1bGVuYW1lRzYiSSxUeXBlc2V0dGluZ0dJKF9zeXNsaWJHRic2JVE1b3V0cHV0fnJlZGlyZWN0ZWQuLi5GJy8lJ2l0YWxpY0dRJXRydWVGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRic=</Equation></Text-field>
</Output>
</Group>
<Group view="presentation" hide-input="true" hide-output="false" inline-output="false" labelreference="L33042" drawlabel="true" redirect-source="L33031">
<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal">%;</Text-field>
</Input>
<Output>
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