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        <p>Vectorise Diagonal </p>
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        <p>Smath built-in   f(x) menu</p>
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        <p>Smath built-in   f(x) menu</p>
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        <p>Vectorise Diagonal </p>
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    <text lang="eng">
      <p>The trace of a square matrix tr(M) is the Σ of the diagonal elements, i.e: Euclidean norm</p>
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    <math fractionType="auto">
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      <result action="symbolic">
        <e type="operand">30</e>
      </result>
    </math>
  </region>
  <region id="22" left="18" top="1530" width="487" height="31" color="#000000" bgColor="#80ffff" fontSize="14">
    <text lang="eng">
      <p bold="true">The other Diagonal:from the mirror matrix</p>
    </text>
  </region>
  <region id="23" left="18" top="1575" width="262" height="238" border="true" color="#000000" bgColor="#ffffff" fontSize="10">
    <math optimize="2" fractionType="fraction" decimalPlaces="4">
      <description active="true" position="Top" lang="eng">
        <p>Explode mirror Matrix</p>
      </description>
      <input>
        <e type="operand">M</e>
        <e type="function" args="1">mirror</e>
        <e type="operand">v</e>
        <e type="operand">M</e>
        <e type="operand">M</e>
        <e type="function" preserve="true" args="1">cols</e>
        <e type="function" preserve="true" args="2">col</e>
        <e type="operator" args="2">:</e>
        <e type="operand">ct</e>
        <e type="operand">1</e>
        <e type="operator" args="2">:</e>
        <e type="operand">j</e>
        <e type="operand">M</e>
        <e type="function" preserve="true" args="1">cols</e>
        <e type="operand">ct</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">N</e>
        <e type="operand">1</e>
        <e type="operand">ct</e>
        <e type="function" preserve="true" args="3">el</e>
        <e type="operand">M</e>
        <e type="operand">j</e>
        <e type="function" preserve="true" args="2">col</e>
        <e type="operator" args="2">:</e>
        <e type="operand">ct</e>
        <e type="operand">ct</e>
        <e type="operand">1</e>
        <e type="operator" args="2">+</e>
        <e type="operator" args="2">:</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">line</e>
        <e type="function" preserve="true" args="3">for</e>
        <e type="operand">N</e>
        <e type="operand" style="string">Unest N </e>
        <e type="operand">v</e>
        <e type="operand">N</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operator" args="2">:</e>
        <e type="operand">j</e>
        <e type="operand">2</e>
        <e type="operand">N</e>
        <e type="function" preserve="true" args="1">cols</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">v</e>
        <e type="operand">v</e>
        <e type="operand">N</e>
        <e type="operand">j</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="function" preserve="true" args="2">augment</e>
        <e type="operator" args="2">:</e>
        <e type="function" preserve="true" args="3">for</e>
        <e type="operand">v</e>
        <e type="operand">8</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="10">line</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="24" left="324" top="1602" width="240" height="98" color="#000000" bgColor="#ffffff" fontSize="10">
    <math fractionType="auto">
      <input>
        <e type="operand">5</e>
        <e type="function" args="1">M</e>
        <e type="function" args="1">mirror</e>
      </input>
      <result action="numeric">
        <e type="operand">5</e>
        <e type="operand">4</e>
        <e type="operand">3</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="operand">10</e>
        <e type="operand">8</e>
        <e type="operand">6</e>
        <e type="operand">4</e>
        <e type="operand">2</e>
        <e type="operand">15</e>
        <e type="operand">12</e>
        <e type="operand">9</e>
        <e type="operand">6</e>
        <e type="operand">3</e>
        <e type="operand">20</e>
        <e type="operand">16</e>
        <e type="operand">12</e>
        <e type="operand">8</e>
        <e type="operand">4</e>
        <e type="operand">25</e>
        <e type="operand">20</e>
        <e type="operand">15</e>
        <e type="operand">10</e>
        <e type="operand">5</e>
        <e type="operand">5</e>
        <e type="operand">5</e>
        <e type="function" preserve="true" args="27">mat</e>
      </result>
    </math>
  </region>
  <region id="25" left="558" top="1602" width="181" height="98" color="#000000" bgColor="#ffffff" fontSize="10">
    <math decimalPlaces="4">
      <input>
        <e type="operand">5</e>
        <e type="function" args="1">M</e>
        <e type="function" args="1">mirror</e>
        <e type="function" args="1">Dia</e>
      </input>
      <result action="numeric">
        <e type="operand">5</e>
        <e type="operand">8</e>
        <e type="operand">9</e>
        <e type="operand">8</e>
        <e type="operand">5</e>
        <e type="operand">5</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="7">mat</e>
      </result>
    </math>
  </region>
  <region id="26" left="324" top="1773" width="170" height="30" color="#000000" bgColor="#ffffff" fontSize="10">
    <math fractionType="auto">
      <input>
        <e type="operand">5</e>
        <e type="function" args="1">M</e>
        <e type="function" args="1">mirror</e>
        <e type="function" preserve="true" args="1">tr</e>
      </input>
      <result action="numeric">
        <e type="operand">35</e>
      </result>
    </math>
  </region>
  <region id="27" left="324" top="1809" width="199" height="34" color="#000000" bgColor="#ffffff" fontSize="10">
    <math fractionType="auto">
      <input>
        <e type="operand">5</e>
        <e type="function" args="1">M</e>
        <e type="function" args="1">mirror</e>
        <e type="function" args="1">Dia</e>
        <e type="function" preserve="true" args="1">sum</e>
      </input>
      <result action="numeric">
        <e type="operand">35</e>
      </result>
    </math>
  </region>
  <region id="28" left="18" top="2088" width="448" height="31" color="#000000" bgColor="#80ffff" fontSize="14">
    <text lang="eng">
      <p bold="true">Create a 2D matrix of function values </p>
    </text>
  </region>
  <region id="29" left="18" top="2124" width="425" height="40" color="#000000" bgColor="#ffffff" fontSize="10">
    <text lang="eng">
      <p>We make it symmetric by equating both directions.You may range V otherwise for an asymmetric option </p>
    </text>
  </region>
  <region id="30" left="18" top="2178" width="275" height="141" border="true" color="#000000" bgColor="#ffffff" fontSize="10">
    <math decimalPlaces="4">
      <description active="true" position="Top" lang="eng">
        <p>Mesh U, V  within the bounds L, H</p>
      </description>
      <input>
        <e type="operand">L</e>
        <e type="operand">H</e>
        <e type="operand">N</e>
        <e type="function" args="3">xd</e>
        <e type="operand" style="string"> N intervals </e>
        <e type="operand">U</e>
        <e type="operand">0</e>
        <e type="operator" args="2">:</e>
        <e type="operand">dx</e>
        <e type="operand">H</e>
        <e type="operand">L</e>
        <e type="operator" args="2">-</e>
        <e type="operand">N</e>
        <e type="operator" args="2">/</e>
        <e type="operator" args="2">:</e>
        <e type="operand">i</e>
        <e type="operand">1</e>
        <e type="operand">N</e>
        <e type="operand">1</e>
        <e type="operator" args="2">+</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">U</e>
        <e type="operand">i</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">L</e>
        <e type="operand">dx</e>
        <e type="operand">i</e>
        <e type="operator" args="2">*</e>
        <e type="operand">dx</e>
        <e type="operator" args="2">-</e>
        <e type="bracket">(</e>
        <e type="operator" args="2">+</e>
        <e type="operator" args="2">:</e>
        <e type="function" preserve="true" args="3">for</e>
        <e type="operand">U</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">line</e>
        <e type="operand">4</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="6">line</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="31" left="333" top="2205" width="52" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
    <math decimalPlaces="4">
      <input>
        <e type="operand">L</e>
        <e type="operand">1</e>
        <e type="operator" args="1">-</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="32" left="414" top="2205" width="43" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
    <math decimalPlaces="4">
      <input>
        <e type="operand">H</e>
        <e type="operand">1</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="33" left="468" top="2205" width="51" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
    <math decimalPlaces="4">
      <input>
        <e type="operand">N</e>
        <e type="operand">32</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="34" left="333" top="2232" width="119" height="26" color="#000000" bgColor="#ffffff" fontSize="10">
    <math decimalPlaces="4">
      <input>
        <e type="operand">U</e>
        <e type="operand">L</e>
        <e type="operand">H</e>
        <e type="operand">N</e>
        <e type="function" args="3">xd</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="35" left="468" top="2232" width="43" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
    <math decimalPlaces="4">
      <input>
        <e type="operand">V</e>
        <e type="operand">U</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="36" left="333" top="2277" width="205" height="54" color="#000000" bgColor="#ffffff" fontSize="10">
    <math optimize="2" decimalPlaces="4">
      <input>
        <e type="operand">x</e>
        <e type="operand">y</e>
        <e type="function" args="2">f</e>
        <e type="operand">1</e>
        <e type="operand">x</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</e>
        <e type="operand">y</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</e>
        <e type="operator" args="2">+</e>
        <e type="bracket">(</e>
        <e type="operator" args="1">-</e>
        <e type="operand">0.25</e>
        <e type="operator" args="2">/</e>
        <e type="function" preserve="true" args="1">exp</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="37" left="18" top="2349" width="451" height="55" color="#000000" bgColor="#ffff80" fontSize="10">
    <math optimize="2" decimalPlaces="4" exponentialThreshold="3">
      <input>
        <e type="operand">M</e>
        <e type="operand">Min</e>
        <e type="operand">Max</e>
        <e type="function" args="3">Scale</e>
        <e type="operand">Max</e>
        <e type="operand">Min</e>
        <e type="operator" args="2">-</e>
        <e type="bracket">(</e>
        <e type="operand">M</e>
        <e type="operand">M</e>
        <e type="function" preserve="true" args="1">min</e>
        <e type="operator" args="2">-</e>
        <e type="operand">M</e>
        <e type="function" preserve="true" args="1">max</e>
        <e type="operand">M</e>
        <e type="function" preserve="true" args="1">min</e>
        <e type="operator" args="2">-</e>
        <e type="operand">10</e>
        <e type="operand">6</e>
        <e type="operator" args="1">-</e>
        <e type="operator" args="2">^</e>
        <e type="operator" args="2">+</e>
        <e type="operator" args="2">/</e>
        <e type="bracket">(</e>
        <e type="operator" args="2">*</e>
        <e type="operand">Min</e>
        <e type="operator" args="2">+</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="38" left="18" top="2421" width="405" height="169" border="true" color="#000000" bgColor="#ffffff" fontSize="10">
    <math optimize="2" decimalPlaces="4">
      <description active="true" position="Top" lang="eng">
        <p>Generate the symmetric square matrix</p>
      </description>
      <input>
        <e type="operand">x</e>
        <e type="operand">y</e>
        <e type="function" args="2">f</e>
        <e type="operand">U</e>
        <e type="operand">V</e>
        <e type="function" args="3">Sym</e>
        <e type="operand">r</e>
        <e type="operand">1</e>
        <e type="operator" args="2">:</e>
        <e type="operand">i</e>
        <e type="operand">1</e>
        <e type="operand">U</e>
        <e type="function" preserve="true" args="1">rows</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">c</e>
        <e type="operand">1</e>
        <e type="operator" args="2">:</e>
        <e type="operand">j</e>
        <e type="operand">1</e>
        <e type="operand">V</e>
        <e type="function" preserve="true" args="1">rows</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">M</e>
        <e type="operand">r</e>
        <e type="operand">c</e>
        <e type="function" preserve="true" args="3">el</e>
        <e type="operand">U</e>
        <e type="operand">i</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">V</e>
        <e type="operand">j</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="function" args="2">f</e>
        <e type="function" preserve="true" args="1">eval</e>
        <e type="operator" args="2">:</e>
        <e type="operand">c</e>
        <e type="operand">c</e>
        <e type="operand">1</e>
        <e type="operator" args="2">+</e>
        <e type="operator" args="2">:</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">line</e>
        <e type="function" preserve="true" args="3">for</e>
        <e type="operand">r</e>
        <e type="operand">r</e>
        <e type="operand">1</e>
        <e type="operator" args="2">+</e>
        <e type="operator" args="2">:</e>
        <e type="operand">3</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="5">line</e>
        <e type="function" preserve="true" args="3">for</e>
        <e type="operand">M</e>
        <e type="operand">3</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="5">line</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="39" left="441" top="2448" width="172" height="28" color="#000000" bgColor="#ffffff" fontSize="10">
    <math decimalPlaces="4">
      <input>
        <e type="operand">N</e>
        <e type="operand">x</e>
        <e type="operand">y</e>
        <e type="function" args="2">f</e>
        <e type="operand">U</e>
        <e type="operand">V</e>
        <e type="function" args="3">Sym</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="40" left="441" top="2475" width="282" height="40" color="#ff0000" bgColor="#ffffff" fontSize="10">
    <text lang="eng">
      <p bold="true">Is this Gaussian spot symmetric ?Answer: YES</p>
    </text>
  </region>
  <region id="41" left="441" top="2520" width="147" height="26" color="#000000" bgColor="#ffffff" fontSize="10">
    <math fractionType="auto">
      <input>
        <e type="operand">N</e>
        <e type="function" preserve="true" args="1">tr</e>
      </input>
      <result action="numeric">
        <e type="operand">10.026158</e>
      </result>
    </math>
  </region>
  <region id="42" left="441" top="2547" width="208" height="28" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">N</e>
        <e type="function" args="1">mirror</e>
        <e type="function" preserve="true" args="1">tr</e>
      </input>
      <result action="numeric">
        <e type="operand">10.026158</e>
      </result>
    </math>
  </region>
  <region id="43" left="441" top="2574" width="43" height="41" color="#000000" bgColor="#ffff80" fontSize="10">
    <image>
      <imagefile filename="srckjz0g.png" lenght="973" width="33" height="33" option="border=true;">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</imagefile>
      <input>
        <e type="operand">N</e>
        <e type="operand">0</e>
        <e type="operand">255</e>
        <e type="function" args="3">Scale</e>
      </input>
    </image>
  </region>
</regions>