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<Startup-Code startupcode="with( LinearAlgebra ); \012with( Optimization ); \012with( GlobalOptimization );\012with(plots);\012"/>
<Task-table>
    <Task-category name="&lt;default&gt;">
    </Task-category>
</Task-table>
<Task>
</Task><Presentation-Block>
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<Text-field style="Text" layout="Normal" alignment="centred"><Font bold="true" size="22">under Nonconvex Transaction Costs </Font></Text-field>
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<Text-field style="Text" layout="Normal" alignment="centred"><Font bold="true" size="22">with the Global Optimization Toolbox</Font></Text-field>
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<Text-field style="Text" layout="Normal">The two competing goals of investment are long-term growth of capital and low risk.  The <Font italic="true">Markowitz model, </Font>first formulated in 1952, is a quadratic programming optimization model for balancing these two goals.  The decision variables are the amounts invested in each asset.  The objective is to minimize the variance of a portfolio's total return, subject to the constraints that (1) the expected growth of the portfolio is at least some target level, and (2) that we don't invest more capital than we have.</Text-field>
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<Text-field style="Text" layout="Normal">In its original form, the Markowitz model assumes no transaction costs, and thus, it is easily solved with quadratic programming.  Researchers have studied numerous convex generalizations of the Markowitz model, for example, by adding convex (usually linear) transaction costs, or other linear constraints.</Text-field>
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<Text-field style="Text" layout="Normal">In this Maple application demonstration, we assume the investor pays <Font bold="true">nonconvex transaction costs </Font>on asset purchases; in particular, these costs are computed by a concave, piecewise-linear function of the amounts invested.  This cost structure arises in practice whenever a broker offers volume discounts on commission rates. Under these conditions, the Markowitz model becomes a nonconvex optimization problem that is not easily solved using local-search optimization algorithms.  However, we solve it easily using the <Hyperlink linktarget="http://www.maplesoft.com/products/toolboxes/globaloptimization/index.shtml" hyperlink="true"><Font style="Hyperlink">Maple Global Optimization Toolbox</Font></Hyperlink>.</Text-field>
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<Text-field style="Text" layout="Normal"><Font underline="true">Key words</Font>: portfolio optimization, transaction costs, nonconvex, global optimization, quadratic programming</Text-field>
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<Text-field style="Heading 1" layout="Heading 1">Original formulation of the Markowitz model</Text-field></Title>
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<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="left" firstindent="0" spacebelow="0" leftmargin="0" linespacing="0.0" initial="0" linebreak="space" rightmargin="0" bulletsuffix="" spaceabove="0" bullet="none" pagebreak-before="false"><Font 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="[0,0,0]" readonly="false" foreground="[0,0,0]">As a basis for comparison, we first formulate the original Markowitz model without transaction costs and solve it on an example instance using quadratic programming.</Font></Text-field>
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opaque="false" underline="false" background="[0,0,0]" readonly="false" foreground="[0,0,0]"> the random vector of asset returns over some period, </Font><Font superscript="false" placeholder="false" executable="false" selection-placeholder="false" italic="true" size="12" bold="false" subscript="false" family="Times New Roman" opaque="false" underline="false" background="[0,0,0]" readonly="false" foreground="[0,0,0]">r</Font><Font 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="[0,0,0]" readonly="false" foreground="[0,0,0]"> the expected value of </Font><Font superscript="false" placeholder="false" executable="false" selection-placeholder="false" italic="true" size="12" bold="false" subscript="false" family="Times New Roman" opaque="false" underline="false" background="[0,0,0]" readonly="false" foreground="[0,0,0]">R</Font><Font 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="[0,0,0]" readonly="false" foreground="[0,0,0]">, </Font><Font superscript="false" placeholder="false" executable="false" selection-placeholder="false" italic="true" size="12" bold="false" subscript="false" family="Times New Roman" opaque="false" underline="false" background="[0,0,0]" readonly="false" foreground="[0,0,0]">g </Font><Font 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="[0,0,0]" readonly="false" foreground="[0,0,0]">the minimum growth (in dollars) we hope to obtain, and </Font><Font superscript="false" placeholder="false" executable="false" selection-placeholder="false" italic="true" size="12" bold="false" subscript="false" family="Times New Roman" opaque="false" underline="false" background="[0,0,0]" readonly="false" foreground="[0,0,0]">Q</Font><Font 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="[0,0,0]" readonly="false" foreground="[0,0,0]"> the covariance matrix of </Font><Font superscript="false" placeholder="false" executable="false" selection-placeholder="false" italic="true" size="12" bold="false" subscript="false" family="Times New Roman" opaque="false" underline="false" background="[0,0,0]" readonly="false" foreground="[0,0,0]">R</Font><Font 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="[0,0,0]" readonly="false" foreground="[0,0,0]">.  </Font></Text-field>
<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="left" firstindent="0" spacebelow="0" leftmargin="0" linespacing="0.0" initial="0" linebreak="space" rightmargin="0" bulletsuffix="" spaceabove="0" bullet="none" pagebreak-before="false"><Font 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="[0,0,0]" readonly="false" foreground="[0,0,0]">The objective function is </Font><Equation executable="false" style="2D Math" input-equation="">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</Equation><Font 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="[0,0,0]" readonly="false" foreground="[0,0,0]">, which can be shown to be equal to </Font><Equation executable="false" style="2D Math" input-equation="">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</Equation><Font 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="[0,0,0]" readonly="false" foreground="[0,0,0]">.  
If, for example, </Font><Font superscript="false" placeholder="false" executable="false" selection-placeholder="false" italic="true" size="12" bold="false" subscript="false" family="Times New Roman" opaque="false" underline="false" background="[0,0,0]" readonly="false" foreground="[0,0,0]">n</Font><Font 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="[0,0,0]" readonly="false" foreground="[0,0,0]"> = 3, we would solve the following quadratic program.</Font></Text-field>
<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="left" firstindent="0" spacebelow="0" leftmargin="0" linespacing="0.0" initial="0" linebreak="space" rightmargin="0" bulletsuffix="" spaceabove="0" bullet="none" pagebreak-before="false"><Font superscript="false" placeholder="false" executable="false" selection-placeholder="false" italic="false" size="12" bold="true" subscript="false" family="Times New Roman" opaque="false" underline="false" background="[0,0,0]" readonly="false" foreground="[0,0,0]">
minimize	</Font><Font 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="[0,0,0]" readonly="false" foreground="[0,0,0]"> </Font><Equation executable="false" style="2D Math" input-equation="">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</Equation><Font superscript="false" placeholder="false" executable="false" selection-placeholder="false" italic="false" size="12" bold="true" subscript="false" family="Times New Roman" opaque="false" underline="false" background="[0,0,0]" readonly="false" foreground="[0,0,0]">
subject to</Font><Font 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="[0,0,0]" readonly="false" foreground="[0,0,0]">	</Font><Equation executable="false" style="2D Math" input-equation="">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</Equation></Text-field>
<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="left" firstindent="0" spacebelow="0" leftmargin="0" linespacing="0.0" initial="0" linebreak="space" rightmargin="0" bulletsuffix="" spaceabove="0" bullet="none" pagebreak-before="false"><Font 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="[0,0,0]" readonly="false" foreground="[0,0,0]">	</Font><Equation executable="false" style="2D Math" input-equation="">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</Equation><Font 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="[0,0,0]" readonly="false" foreground="[0,0,0]">
	</Font><Equation executable="false" style="2D Math" input-equation="">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</Equation><Font 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="[0,0,0]" readonly="false" foreground="[0,0,0]"> nonnegative</Font></Text-field>
<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="left" firstindent="0" spacebelow="0" leftmargin="0" linespacing="0.0" initial="0" linebreak="space" rightmargin="0" bulletsuffix="" spaceabove="0" bullet="none" pagebreak-before="false"></Text-field>
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<Input>
<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="left" firstindent="0" spacebelow="0" leftmargin="0" linespacing="0.0" initial="0" linebreak="space" rightmargin="0" bulletsuffix="" spaceabove="0" bullet="none" pagebreak-before="false"></Text-field>
<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="left" firstindent="0" spacebelow="0" leftmargin="0" linespacing="0.0" initial="0" linebreak="space" rightmargin="0" bulletsuffix="" spaceabove="0" bullet="none" pagebreak-before="false"><Font 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="[0,0,0]" readonly="false" foreground="[0,0,0]">Suppose we have the following data.</Font></Text-field>
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<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="n := 3:" display="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">Qy4+SSJuRzYiIiIkISIiPkkiWEdGJS1JJDwsPkdJKF9zeXNsaWJHRiU2JUkieEdGJUkieUdGJUkiekdGJUYnPkkiYkdGJSImKysiRic+SSJnR0YlIiUrNUYnPkkickdGJS1GKzYlJCIiJiEiIyQhIiVGPSQiIzpGPUYnPkkiUUdGJS1JJDx8Z3I+R0YsNiUtRis2JSQiIilGPSQhIz9GPUY7LUYrNiVGSyRGJkY9JCEjOkY9LUYrNiVGO0ZQJCIjWEY9Ric=</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="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2I1EhRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRic=">JSFH</Equation></Text-field>
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</Group></Presentation-Block><Presentation-Block>
<Group view="presentation" hide-input="false" hide-output="true" inline-output="false" labelreference="L432" drawlabel="true" redirect-target="L433">
</Group></Presentation-Block>
<Group labelreference="L9">
<Input>
<Text-field style="Text" layout="Normal">Our objective function is <Equation executable="false" style="2D Math" input-equation="">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</Equation>.</Text-field>
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<Group labelreference="L10">
<Input>
<Text-field style="Text" layout="Normal"></Text-field>
</Input>
</Group><Presentation-Block>
<Group view="presentation" hide-input="false" hide-output="true" inline-output="false" labelreference="L435" drawlabel="true" redirect-target="L436">
<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="" display="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">Pkkqb2JqZWN0aXZlRzYiLUknZXhwYW5kRyUqcHJvdGVjdGVkRzYjLUkwZGVsYXlEb3RQcm9kdWN0RzYkRicvSSttb2R1bGVuYW1lR0YkSSxUeXBlc2V0dGluZ0c2JEYnSShfc3lzbGliR0YkNiQtRio2JC1JKlRyYW5zcG9zZUdGJDYjSSJYR0YkSSJRR0YkRjc=</Equation></Text-field>
</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>
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<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal">print(<Label label="L435" 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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">LC4qJEkieEc2IiIiIyQiIikhIiMqJkYkIiIiSSJ5R0YlRiskISNTRikqJkYkRitJInpHRiVGKyQiIzVGKSokRixGJiQiIiRGKSomRixGK0YwRiskISNJRikqJEYwRiYkIiNYRik=</Equation></Text-field>
</Output>
</Group></Presentation-Block><Presentation-Block>
<Group view="presentation" hide-input="false" hide-output="true" inline-output="false" labelreference="L438" drawlabel="true">
<Input>
<Text-field style="Text" layout="Normal"><Equation executable="false" style="2D Output" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2I1EhRicvJStmb3JlZ3JvdW5kR1EoWzAsMCwwXUYnLyUpcmVhZG9ubHlHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJw==">JSFH</Equation></Text-field>
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<Group labelreference="L11">
<Input>
<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="left" firstindent="0" spacebelow="0" leftmargin="0" linespacing="0.0" initial="0" linebreak="space" rightmargin="0" bulletsuffix="" spaceabove="0" bullet="none" pagebreak-before="false"><Font 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="[0,0,0]" readonly="false" foreground="[0,0,0]">Our constraints are</Font></Text-field>
</Input>
</Group><Presentation-Block>
<Group view="presentation" hide-input="false" hide-output="true" inline-output="false" labelreference="L444" drawlabel="true">
<Input>
<Text-field style="Text" layout="Normal"><Equation executable="false" style="2D Math" input-equation="" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2I1EhRicvJStiYWNrZ3JvdW5kR1EuWzI1NSwyNTUsMjU1XUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJw==">JSFH</Equation></Text-field>
</Input>
</Group></Presentation-Block><Presentation-Block>
<Group view="presentation" hide-input="false" hide-output="true" inline-output="false" labelreference="L445" drawlabel="true" redirect-target="L446">
<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="budget := add(X[i], i = 1 .. n) &lt;= b; 1; growth := g &lt;= add(X[i]*r[i], i = 1 .. n)" display="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">QyU+SSdidWRnZXRHNiIxLUkkYWRkRyUqcHJvdGVjdGVkRzYkJkkiWEdGJTYjSSJpR0YlL0YuOyIiIkkibkdGJUkiYkdGJUYxPkknZ3Jvd3RoR0YlMUkiZ0dGJS1GKDYkKiZGK0YxJkkickdGJUYtRjFGLw==</Equation></Text-field>
</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="L446" drawlabel="true" redirect-source="L445">
<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal">print(<Label label="L445" 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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">MSwoSSJ4RzYiIiIiSSJ5R0YlRiZJInpHRiVGJiImKysi</Equation></Text-field>
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<Output>
<Text-field style="2D Output" layout="Maple Output"><Equation executable="false" style="2D Output" display="LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYoLUkjbW5HRiQ2JFElMTAwMEYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJy1JI21vR0YkNi1RJSZsZTtGJ0YvLyUmZmVuY2VHUSZmYWxzZUYnLyUqc2VwYXJhdG9yR0Y4LyUpc3RyZXRjaHlHRjgvJSpzeW1tZXRyaWNHRjgvJShsYXJnZW9wR0Y4LyUubW92YWJsZWxpbWl0c0dGOC8lJ2FjY2VudEdGOC8lJ2xzcGFjZUdRLDAuMjc3Nzc3OGVtRicvJSdyc3BhY2VHRkctRiM2KC1GIzYmLUYsNiRRJTAuMDVGJ0YvLUYzNi1RMSZJbnZpc2libGVUaW1lcztGJ0YvRjZGOUY7Rj1GP0ZBRkMvRkZRJjAuMGVtRicvRklGVS1JI21pR0YkNiVRInhGJy8lJ2l0YWxpY0dRJXRydWVGJy9GMFEnaXRhbGljRidGLy1GMzYtUSgmbWludXM7RidGL0Y2RjlGO0Y9Rj9GQUZDL0ZGUSwwLjIyMjIyMjJlbUYnL0ZJRl5vLUYjNiYtRiw2JFElMC4wNEYnRi9GUS1GWDYlUSJ5RidGZW5GaG5GLy1GMzYtUSIrRidGL0Y2RjlGO0Y9Rj9GQUZDRl1vRl9vLUYjNiYtRiw2JFElMC4xNUYnRi9GUS1GWDYlUSJ6RidGZW5GaG5GL0YvLyUrZm9yZWdyb3VuZEdRKFswLDAsMF1GJy8lKXJlYWRvbmx5R0Y4Ri8=">MSIlKzUsKEkieEc2IiQiIiYhIiNJInlHRiYkISIlRilJInpHRiYkIiM6Rik=</Equation></Text-field>
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<Text-field style="Text" layout="Normal">Since the objective function is quadratic in <Font italic="true">x, y </Font>and <Font italic="true">z</Font> and the constraints are linear, we can use quadratic programming to solve the problem. We use <Font bold="true">QPSolve</Font>, the quadratic programming solver that comes with base Maple. </Text-field>
<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="originalSol := QPSolve(objective, {budget, growth}, assume = nonnegative)" display="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">Pkksb3JpZ2luYWxTb2xHNiItSShRUFNvbHZlR0YkNiVJKm9iamVjdGl2ZUdGJDwkSSdidWRnZXRHRiRJJ2dyb3d0aEdGJC9JJ2Fzc3VtZUdGJEksbm9ubmVnYXRpdmVHJSpwcm90ZWN0ZWRH</Equation></Text-field>
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<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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<Text-field prompt="&gt; " style="Maple Input" layout="Normal">print(<Label label="L448" view="label" executable="true"></Label>); # input placeholder</Text-field>
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<Text-field style="2D Output" layout="Maple Output"><Equation executable="false" style="2D Output">NyQkIjB3RW1ZLDZfIiEiKDclL0kieEc2IiQiMyJlQW4lelhxMU8hIzkvSSJ5R0YpJCIzYWZ4RiN6TEpMKCEjOi9JInpHRikkIjNPKSpcSVQ/KSpmY0Ys</Equation></Text-field>
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<Text-field style="Text" layout="Normal"></Text-field>
<Text-field style="Text" layout="Normal">Even though asset y's expected return is negative (-4%), its covariance with the other two assets is sufficiently negative to provide diversification benefits, i.e., reduce the variance of total return.  Thus, its optimal allocation under this model is positive.</Text-field>
<Text-field style="Text" layout="Normal"></Text-field>
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</Section>
<Section collapsed="false" MultipleChoiceAnswerIndex="-1" MultipleChoiceRandomizeChoices="false" TrueFalseAnswerIndex="-1" EssayAnswerRows="5" EssayAnswerColumns="60"><Title>
<Text-field style="Heading 1" layout="Heading 1">Adding transaction costs to the model</Text-field></Title>
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<Text-field style="Text" layout="Normal">Suppose we pay a commission of <Equation executable="false" style="2D Math" input-equation="">LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2I1EhRictRiM2JS1GLDYlUSJ0RicvJSdpdGFsaWNHUSV0cnVlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkjbW9HRiQ2LVEwJkFwcGx5RnVuY3Rpb247RicvRjhRJ25vcm1hbEYnLyUmZmVuY2VHUSZmYWxzZUYnLyUqc2VwYXJhdG9yR0ZCLyUpc3RyZXRjaHlHRkIvJSpzeW1tZXRyaWNHRkIvJShsYXJnZW9wR0ZCLyUubW92YWJsZWxpbWl0c0dGQi8lJ2FjY2VudEdGQi8lJ2xzcGFjZUdRJjAuMGVtRicvJSdyc3BhY2VHRlEtSShtZmVuY2VkR0YkNiQtRiM2Iy1GLDYlUSJ4RidGNEY3Rj5GKw==</Equation> on the purchase of <Font italic="true">x </Font>dollars of an investment, where the function <Font italic="true">t</Font> is set by the broker, and that these costs come out of our investment budget.  Then the budget constraint for the three-asset problem becomes </Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="nonconvexBudget := add(X[i], i = 1 .. n)+add(t(X[i]), i = 1 .. n) &lt;= b" display="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">Pkkwbm9uY29udmV4QnVkZ2V0RzYiMSwmLUkkYWRkRyUqcHJvdGVjdGVkRzYkJkkiWEdGJDYjSSJpR0YkL0YuOyIiIkkibkdGJEYxLUYoNiQtSSJ0R0YkNiNGK0YvRjFJImJHRiQ=</Equation></Text-field>
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<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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<Text-field prompt="&gt; " style="Maple Input" layout="Normal">print(<Label label="L16" view="label" executable="true"></Label>); # input placeholder</Text-field>
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<Text-field style="2D Output" layout="Maple Output"><Equation executable="false" style="2D Output" display="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">MSwuSSJ4RzYiIiIiSSJ5R0YlRiZJInpHRiVGJi1JInRHRiU2I0YkRiYtRio2I0YnRiYtRio2I0YoRiYiJisrIg==</Equation></Text-field>
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<Text-field style="Text" layout="Normal"></Text-field>
<Text-field style="Text" layout="Normal">For simplicity, suppose first that the commission rate is a constant percentage of the purchase amount, that is, <Equation executable="false" style="2D Math" input-equation="">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</Equation>, with 0 &lt; <Font italic="true">c</Font> &lt; 1.  If, for example, <Equation executable="false" style="2D Math" input-equation="">LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2I1EhRictRiM2JS1GLDYlUSJjRicvJSdpdGFsaWNHUSV0cnVlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkjbW9HRiQ2LVEiPUYnL0Y4USdub3JtYWxGJy8lJmZlbmNlR1EmZmFsc2VGJy8lKnNlcGFyYXRvckdGQi8lKXN0cmV0Y2h5R0ZCLyUqc3ltbWV0cmljR0ZCLyUobGFyZ2VvcEdGQi8lLm1vdmFibGVsaW1pdHNHRkIvJSdhY2NlbnRHRkIvJSdsc3BhY2VHUSwwLjI3Nzc3NzhlbUYnLyUncnNwYWNlR0ZRLUkjbW5HRiQ2JFElMC4wM0YnRj5GKw==</Equation>,  then the budget constraint would be</Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="t_const := proc (z) options operator, arrow; 0.3e-1*z end proc; -1; linearBudget := eval(nonconvexBudget, t = t_const)" display="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">QyU+SSh0X2NvbnN0RzYiZio2I0kiekdGJUYlNiRJKW9wZXJhdG9yR0YlSSZhcnJvd0dGJUYlKiYkIiIkISIjIiIiOSRGMEYlRiVGJSEiIj5JLWxpbmVhckJ1ZGdldEdGJS1JJWV2YWxHJSpwcm90ZWN0ZWRHNiRJMG5vbmNvbnZleEJ1ZGdldEdGJS9JInRHRiVGJA==</Equation></Text-field>
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We first solve the model under this linear cost function.  As expected, the minimum variance increases because our purchasing power is reduced, forcing us to invest relatively more in the highest-return, highest-variance asset in order to achieve the growth target of $1,000.</Text-field>
<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="QPSolve(objective, {growth, linearBudget}, assume = nonnegative)" display="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">LUkoUVBTb2x2ZUc2IjYlSSpvYmplY3RpdmVHRiQ8JEknZ3Jvd3RoR0YkSS1saW5lYXJCdWRnZXRHRiQvSSdhc3N1bWVHNiQlKnByb3RlY3RlZEdJKF9zeXNsaWJHRiRJLG5vbm5lZ2F0aXZlR0Yt</Equation></Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal">print(<Label label="L458" view="label" executable="true"></Label>); # input placeholder</Text-field>
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<Text-field style="2D Output" layout="Maple Output"><Equation executable="false" style="2D Output">NyQkIjBIaEgxI2VmOiEiKDclL0kieEc2IiQiMyM+dVV6a08jb00hIzkvSSJ5R0YpJCIzKVFWc1NZdUN3JiEjOi9JInpHRikkIjMhUm9GKHBQRGtjRiw=</Equation></Text-field>
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<Text-field style="Text" layout="Normal"></Text-field>
<Text-field style="Text" layout="Normal">Now suppose that the broker offers us a volume discount on commissions, so that the commission is given by a concave, piecewise-linear function in the purchase amount.  This cost structure is very common in practice. </Text-field>
<Text-field style="Text" layout="Normal"></Text-field>
<Text-field style="Text" layout="Normal">Below we construct and plot a concave, piecewise-linear transaction cost function .</Text-field>
<Text-field style="Text" layout="Normal"></Text-field>
</Input>
</Group><CodeEditor-ExecGroup view="presentation" display="button"><EC-CodeEditor id="CodeEditRegion0" pixel-width="1000" pixel-height="350">#Transaction Cost Function
maxRate := .30: minRate:=.02: 
n := 2: 
c := [seq( minRate + (maxRate - minRate)*(n-i)/n, i=0..n)]:
breakpoints := [0, 3000, 6000, infinity]:
t_lin := [seq( c[i+1]*(x-breakpoints[i+1])+add( c[j]*(breakpoints[j+1]-breakpoints[j]),j=1..i), i=0..n)]:
t_piecewise := unapply( piecewise( op(ListTools:-Flatten( [seq([x&gt;=breakpoints[i] and x&lt;breakpoints[i+1], t_lin[i]], i=1..n+1 ) ]))), x): 
Transaction_cost(x) = t_piecewise(x);
plot( t_piecewise(x), x=0..10000, title=&quot;Transaction Cost vs. Purchase Amount&quot; );

</EC-CodeEditor>
<Output>
<Text-field style="2D Output" layout="Maple Output"><Equation executable="false" style="2D Output" display="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">Ly1JMVRyYW5zYWN0aW9uX2Nvc3RHNiI2I0kieEdGJS1JKnBpZWNld2lzZUclKnByb3RlY3RlZEc2KDMxIiIhRicyRiciJStJLCRGJyQiKysrKytJISM1MzFGMEYnMkYnIiUrZywmRickIisrKysrO0Y0JCIrKysrK1UhIigiIiIzMUY4RicyRidJKWluZmluaXR5R0YqLCZGJyQiIiMhIiMkIisrKytnNyEiJ0Y/</Equation></Text-field>
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<Text-field style="Maple Plot" layout="Maple Plot"><Plot height="400" type="two-dimensional" width="400" gridlinevisibility="1" legendvisibility="false">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</Plot></Text-field>
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<Text-field style="Text" layout="Normal">Below we plot the budget constraints of the example problem under zero transaction costs (the red surface) and piecewise-linear transaction costs (the blue surface).  </Text-field>
<Text-field style="Text" layout="Normal"></Text-field>
<Text-field style="Text" layout="Normal"><Font bold="true">Notice that the region bound by the red surface is convex (a tetrahedron), whereas the feasible region bound by the blue surface is nonconvex.  </Font>The nonconvexity is what makes this a challenging optimization problem and one appropriate for global optimization techniques.</Text-field>
<Text-field style="Text" layout="Normal"></Text-field>
</Input>
</Group><CodeEditor-ExecGroup view="presentation" display="button"><EC-CodeEditor id="CodeEditRegion1" pixel-width="1000" pixel-height="250">#Plot Budget Constraints
pwBudget := eval( nonconvexBudget, { t = t_piecewise } ):
implicitplot3d( [lhs(budget)=10000, lhs(pwBudget)=10000],
		 x=0..10000, y=0..10000, z=0..10000, style=patchnogrid, 
		axes=normal, transparency=.4, color=[red, blue],
 		orientation=[-30,70], 
		title=&quot;Budget Constraints with Zero Costs (red) and Nonconvex Costs (blue)&quot;);
</EC-CodeEditor>
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<Section collapsed="false" MultipleChoiceAnswerIndex="-1" MultipleChoiceRandomizeChoices="false" TrueFalseAnswerIndex="-1" EssayAnswerRows="5" EssayAnswerColumns="60"><Title>
<Text-field style="Heading 1" layout="Heading 1">Solving the nonconvex model with the Global Optimization Toolbox.</Text-field></Title>
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<Text-field style="Text" layout="Normal">We first attempt to solve the nonconvex problem using the local-search solver built into Maple, taking as initial point the optimal solution to the zero-cost problem. On this data, the local solver runs into trouble because the constraints are nondifferentiable in several places, and most local solvers assume continuous first derivatives on all inputs.</Text-field>
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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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<Text-field prompt="&gt; " style="Maple Input" layout="Normal">%;</Text-field>
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<Output>
<Text-field style="HyperlinkError" layout="HyperlinkError"><Hyperlink linktarget="http://www.maplesoft.com/support/help/errors/view.aspx?path=Error,%20(in%20Optimization%3A-NLPSolve)%20no%20improved%20point%20could%20be%20found" hyperlink="true"><Font style="HyperlinkError">Error, (in Optimization:-NLPSolve) no improved point could be found</Font></Hyperlink></Text-field>
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<Input>
<Text-field style="Text" layout="Normal"></Text-field>
<Text-field style="Text" layout="Normal">The Global Optimization Toolbox routines handle the problem on any set of data.</Text-field>
<Text-field style="Text" layout="Normal"></Text-field>
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<Input>
<Text-field prompt="&gt; " style="Maple Input" layout="Normal"><Equation executable="true" style="2D Input" input-equation="pwSol := GlobalSolve(objective, {growth, pwBudget}, x = 0 .. 10000, y = 0 .. 10000, z = 0 .. 10000)" display="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">PkkmcHdTb2xHNiItSSxHbG9iYWxTb2x2ZUdGJDYnSSpvYmplY3RpdmVHRiQ8JEknZ3Jvd3RoR0YkSSlwd0J1ZGdldEdGJC9JInhHRiQ7IiIhIiYrKyIvSSJ5R0YkRi4vSSJ6R0YkRi4=</Equation></Text-field>
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<Text-field prompt="&gt; " style="Maple Input" layout="Normal">print(<Label label="L470" view="label" executable="true"></Label>); # input placeholder</Text-field>
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<Output>
<Text-field style="2D Output" layout="Maple Output"><Equation executable="false" style="2D Output">NyQkIjMjRzstRWtKKnA8ISM1NyUvSSJ4RzYiJCIzaHgqPS0ieSo9LSMhIzkvSSJ5R0YpJCIzPVRZJykzTlpaWCEjSS9JInpHRikkIjM7MnEjKkgycSMqZkYs</Equation></Text-field>
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<Text-field style="Text" layout="Normal"></Text-field>
<Text-field style="Text" layout="Normal">Below is a diagram showing the location of the optimal allocation (in green) on the boundary of the feasible region.  The surfaces representing the budget constraint (blue) and the growth constraint (grey) are shown.</Text-field>
<Text-field style="Text" layout="Normal"></Text-field>
</Input>
</Group><CodeEditor-ExecGroup view="presentation" display="button"><EC-CodeEditor id="CodeEditRegion2" pixel-width="1000" pixel-height="325">#Location of Optimal Allocation
opt := eval( [x,y,z], pwSol[2] ):
p1 := plots[implicitplot3d]( [lhs(pwBudget)=10000, rhs(growth)=1000],
		 x=0..8500, y=0..8500, z=0..8500, 
		axes=normal, transparency=.0, style=patchnogrid, color=[blue,grey],
 		orientation=[-30,70], 
		title=&quot;Optimal Allocation under a Nonconvex Transaction Cost Function&quot;):
p2 := plottools[sphere](opt, 200, color=green, style=patchnogrid):
plots[display]( [p1, p2] );

</EC-CodeEditor>
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Legal Notice: The copyright for this application is owned by the author(s). Neither Maplesoft nor the author are responsible for any errors contained within and are not liable for any damages resulting from the use of this material. This application is intended for non-commercial, non-profit use only. Contact the author for permission if you wish to use this application in for-profit activities.</Font>
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