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<div class="moz-cite-prefix">On 22/11/2012 22:59, Paul Carrico
wrote:<br>
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<p class="MsoNormal"><span style="color:#1F497D" lang="EN-US">Thanks
for your suggestion ; it’s is interesting for another
specific development… unfortunately I don’t think I cannot
adapt that code for my project !<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:#1F497D" lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="color:#1F497D" lang="EN-US">Indeed
I need to work on sets of data (n rows of data at the same
time to select, to rearrange, to transform, to mean, etc. …)
on matrix on size on X*n rows (X may be 100 000 … ) ;
currently I use loops as described above …<o:p></o:p></span></p>
<pre><span style="font-size:11.0pt;font-family:"Calibri","sans-serif";color:#1F497D" lang="EN-US">… the issue is to optimize the following line through vectorized “i” index: </span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif";color:black" lang="EN-US">Search</span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif"" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif";color:#5C5C5C" lang="EN-US">=</span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif"" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif";color:#32B9B9" lang="EN-US">max</span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif";color:#4A55DB" lang="EN-US">(</span><span style="font-size:11.0pt;font-family:"Calibri&quo!
t;,"
;sans-serif";color:#32B9B9" lang="EN-US">abs</span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif";color:#4A55DB" lang="EN-US">(</span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif"" lang="EN-US">C</span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif";color:#4A55DB" lang="EN-US">([</span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif";color:black" lang="EN-US">i</span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif";color:#5C5C5C" lang="EN-US">.</span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif"" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif";color:#5C5C5C" lang="EN-US">*</span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif"" lang="EN-US"> </span><span st!
yle="font
-size:11.0pt;font-family:"Calibri","sans-serif";color:rosybrown" lang="EN-US">8</span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif"" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif";color:#5C5C5C" lang="EN-US">-</span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif"" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif";color:rosybrown" lang="EN-US">7</span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif"" lang="EN-US"> : </span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif";color:black" lang="EN-US">i</span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif";color:#5C5C5C" lang="EN-US">.</span><span style="font-size:11.0pt;font-family:"Calibri","sans-ser!
if""
lang="EN-US"> </span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif";color:#5C5C5C" lang="EN-US">*</span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif"" lang="EN-US"> 8</span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif";color:#4A55DB" lang="EN-US">]</span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif";color:black" lang="EN-US">,</span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif";color:#FFAA00" lang="EN-US">:</span><span style="font-size:11.0pt;font-family:"Calibri","sans-serif"" lang="EN-US">)))</span></pre>
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</blockquote>
<br>
Hi<br>
<br>
Right.<br>
Well a trivial improvment is still :<br>
<br>
<p class="MsoNormal"><span
style="font-family:Monospaced;color:black" lang="EN-US">D</span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:#32B9B9" lang="EN-US">zeros</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">((</span><span
style="font-family:Monospaced;color:black" lang="EN-US">nr</span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">/</span><span
style="font-family:Monospaced;color:rosybrown" lang="EN-US">8</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
style="font-family:Monospaced;color:black" lang="EN-US">,</span><span
style="font-family:Monospaced;color:rosybrown" lang="EN-US">1</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
style="font-family:Monospaced;color:black" lang="EN-US">;</span><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-family:Monospaced;color:#A020F0" lang="EN-US">for</span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:black" lang="EN-US">i</span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:rosybrown" lang="EN-US">1</span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:#FFAA00" lang="EN-US">:</span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span
style="font-family:Monospaced;color:black" lang="EN-US">nr</span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">/</span><span
style="font-family:Monospaced;color:rosybrown" lang="EN-US">8</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> D</span><span
style="font-family:Monospaced;color:black" lang="EN-US"></span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:#32B9B9" lang="EN-US">max</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span
style="font-family:Monospaced;color:#32B9B9" lang="EN-US">abs</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span
style="font-family:Monospaced;color:black" lang="EN-US">C</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">((</span><span
style="font-family:Monospaced;color:rosybrown" lang="EN-US">8</span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">*</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span
style="font-family:Monospaced;color:black" lang="EN-US">i</span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">-</span><span
style="font-family:Monospaced;color:rosybrown" lang="EN-US">1</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">+</span><span
style="font-family:Monospaced;color:rosybrown" lang="EN-US">1</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
style="font-family:Monospaced;color:#FFAA00" lang="EN-US">:</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span
style="font-family:Monospaced;color:rosybrown" lang="EN-US">8</span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">*</span><span
style="font-family:Monospaced;color:black" lang="EN-US">i</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
style="font-family:Monospaced;color:black" lang="EN-US">,</span><span
style="font-family:Monospaced;color:#FFAA00" lang="EN-US">:</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)))>0</span><span
style="font-family:Monospaced;color:black" lang="EN-US">;</span><span
lang="EN-US"><o:p></o:p></span> //oh, that's what you meant
with "ok with the if"<br>
</p>
<span style="font-family:Monospaced;color:#A020F0" lang="EN-US">end</span><br>
<br>
But you want to get rid of the loop I gess.<br>
<br>
<br>
Do you actually build the C matrix yourself as in the example?<br>
<br>
I believe your example is equivalent to:<br>
<br>
<p class="MsoNormal"><span
style="font-family:Monospaced;color:black" lang="EN-US">A</span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:#32B9B9" lang="EN-US">rand</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span
style="font-family:Monospaced;color:rosybrown" lang="EN-US">8</span><span
style="font-family:Monospaced;color:black" lang="EN-US">,</span><span
style="font-family:Monospaced;color:rosybrown" lang="EN-US">6</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
style="font-family:Monospaced;color:black" lang="EN-US">;</span><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-family:Monospaced;color:black" lang="EN-US">B</span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:#32B9B9" lang="EN-US">zeros</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span
style="font-family:Monospaced;color:rosybrown" lang="EN-US">8</span><span
style="font-family:Monospaced;color:black" lang="EN-US">,</span><span
style="font-family:Monospaced;color:rosybrown" lang="EN-US">6</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
style="font-family:Monospaced;color:black" lang="EN-US">;</span><span
lang="EN-US"><o:p></o:p></span></p>
<span style="font-family:Monospaced;color:black" lang="EN-US">C</span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">[</span><span
style="font-family:Monospaced;color:black" lang="EN-US">A</span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:black" lang="EN-US">;</span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:black" lang="EN-US">A;</span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:black" lang="EN-US">B;</span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:black" lang="EN-US">A;</span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:black" lang="EN-US">B;</span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:black" lang="EN-US">B;</span><span
style="font-family:Monospaced;color:windowtext" lang="EN-US"> </span><span
style="font-family:Monospaced;color:black" lang="EN-US">A</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">]</span><span
style="font-family:Monospaced;color:black" lang="EN-US">;</span><br>
<br>
D=[max(abs(A))>0; max(abs(A))>0; max(abs(B))>0;
max(abs(A))>0; max(abs(B))>0; max(abs(B))>0;
max(abs(A))>0]<br>
<br>
or better to<br>
<br>
isA = max(abs(A))>0;<br>
isB =max(abs(B))>0;<br>
<br>
<br>
C=[isA; isA; isB; isA; isB; isB; isA]<br>
<br>
in other words: the idea is to write D while you build C, not once C
is built entirely. Does that make sense for your actual code?<br>
<br>
<br>
<blockquote
cite="mid:000001cdc8fc$a1417db0$e3c47910$@carrico@free.fr"
type="cite">
<div class="WordSection1">
<pre><span style="font-size:11.0pt;font-family:"Calibri","sans-serif"" lang="EN-US"><o:p></o:p></span></pre>
<p class="MsoNormal"><span style="color:#1F497D" lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="color:#1F497D" lang="EN-US">Si
let ‘s rack one’s brains …<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:#1F497D" lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="color:#1F497D">Thanks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:#1F497D"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="color:#1F497D">Paul<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:#1F497D"><o:p> </o:p></span></p>
<div>
<div style="border:none;border-top:solid #B5C4DF
1.0pt;padding:3.0pt 0cm 0cm 0cm">
<p class="MsoNormal"><b><span
style="font-size:10.0pt;font-family:"Tahoma","sans-serif";color:windowtext">De :</span></b><span
style="font-size:10.0pt;font-family:"Tahoma","sans-serif";color:windowtext">
<a class="moz-txt-link-abbreviated" href="mailto:users-bounces@lists.scilab.org">users-bounces@lists.scilab.org</a>
[<a class="moz-txt-link-freetext" href="mailto:users-bounces@lists.scilab.org">mailto:users-bounces@lists.scilab.org</a>] <b>De la part
de</b> Adrien Vogt-Schilb<br>
<b>Envoyé :</b> jeudi 22 novembre 2012 16:12<br>
<b>À :</b> International users mailing list for Scilab.<br>
</span><b><span
style="font-size:10.0pt;font-family:"Tahoma","sans-serif";color:windowtext"
lang="EN-US">Objet :</span></b><span
style="font-size:10.0pt;font-family:"Tahoma","sans-serif";color:windowtext"
lang="EN-US"> Re: [Scilab-users] vectoriztion and sets
of data<o:p></o:p></span></p>
</div>
</div>
<p class="MsoNormal"><span lang="EN-US"><o:p> </o:p></span></p>
<div>
<p class="MsoNormal" style="margin-bottom:12.0pt"><span
lang="EN-US">Hi again<br>
<br>
I am still not sure, but look at the output of <o:p></o:p></span></p>
<p class="MsoNormal"
style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span
style="font-family:Monospaced;color:black" lang="EN-US">A</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#32B9B9" lang="EN-US">rand</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span
style="font-family:Monospaced;color:rosybrown"
lang="EN-US">8</span><span
style="font-family:Monospaced;color:black" lang="EN-US">,</span><span
style="font-family:Monospaced;color:rosybrown"
lang="EN-US">6</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-family:Monospaced;color:black" lang="EN-US">B</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#32B9B9" lang="EN-US">zeros</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span
style="font-family:Monospaced;color:rosybrown"
lang="EN-US">8</span><span
style="font-family:Monospaced;color:black" lang="EN-US">,</span><span
style="font-family:Monospaced;color:rosybrown"
lang="EN-US">6</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
lang="EN-US"><br>
<br>
D = A > B<br>
<br>
D = bool2s (A > B)<br>
<br>
This might give you insight on how to solve your problem<br>
tell me if not<br>
<br>
On 22/11/2012 16:06, Paul Carrico wrote:<o:p></o:p></span></p>
</div>
<blockquote style="margin-top:5.0pt;margin-bottom:5.0pt">
<p class="MsoNormal"><span style="color:#1F497D" lang="EN-US">The
original code looked like … I’m trying to optimized it (ok
for the “if”, but how to combine a set of data and
vectorization (??? Many trials but I failed)</span><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:#1F497D" lang="EN-US"> </span><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><i><span
style="font-family:Monospaced;color:#64AE64"
lang="EN-US">// initial matrix</span></i><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-family:Monospaced;color:black" lang="EN-US">A</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#32B9B9" lang="EN-US">rand</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span
style="font-family:Monospaced;color:rosybrown"
lang="EN-US">8</span><span
style="font-family:Monospaced;color:black" lang="EN-US">,</span><span
style="font-family:Monospaced;color:rosybrown"
lang="EN-US">6</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
style="font-family:Monospaced;color:black" lang="EN-US">;</span><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-family:Monospaced;color:black" lang="EN-US">B</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#32B9B9" lang="EN-US">zeros</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span
style="font-family:Monospaced;color:rosybrown"
lang="EN-US">8</span><span
style="font-family:Monospaced;color:black" lang="EN-US">,</span><span
style="font-family:Monospaced;color:rosybrown"
lang="EN-US">6</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
style="font-family:Monospaced;color:black" lang="EN-US">;</span><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-family:Monospaced;color:black" lang="EN-US">C</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">[</span><span
style="font-family:Monospaced;color:black" lang="EN-US">A</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:black" lang="EN-US">;</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:black" lang="EN-US">A;</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:black" lang="EN-US">B;</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:black" lang="EN-US">A;</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:black" lang="EN-US">B;</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:black" lang="EN-US">B;</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:black" lang="EN-US">A</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">]</span><span
style="font-family:Monospaced;color:black" lang="EN-US">;</span><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">[</span><span
style="font-family:Monospaced;color:black" lang="EN-US">nr,nc</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">]</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#32B9B9" lang="EN-US">size</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span
style="font-family:Monospaced;color:black" lang="EN-US">C</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
style="font-family:Monospaced;color:black" lang="EN-US">;</span><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><i><span
style="font-family:Monospaced;color:#64AE64"
lang="EN-US">// original code looks like</span></i><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-family:Monospaced;color:black" lang="EN-US">D</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#32B9B9" lang="EN-US">zeros</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">((</span><span
style="font-family:Monospaced;color:black" lang="EN-US">nr</span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">/</span><span
style="font-family:Monospaced;color:rosybrown"
lang="EN-US">8</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
style="font-family:Monospaced;color:black" lang="EN-US">,</span><span
style="font-family:Monospaced;color:rosybrown"
lang="EN-US">1</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
style="font-family:Monospaced;color:black" lang="EN-US">;</span><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-family:Monospaced;color:#A020F0" lang="EN-US">for</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:black" lang="EN-US">i</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:rosybrown"
lang="EN-US">1</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#FFAA00" lang="EN-US">:</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span
style="font-family:Monospaced;color:black" lang="EN-US">nr</span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">/</span><span
style="font-family:Monospaced;color:rosybrown"
lang="EN-US">8</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:black" lang="EN-US">search</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#32B9B9" lang="EN-US">max</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span
style="font-family:Monospaced;color:#32B9B9" lang="EN-US">abs</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span
style="font-family:Monospaced;color:black" lang="EN-US">C</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">((</span><span
style="font-family:Monospaced;color:rosybrown"
lang="EN-US">8</span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">*</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span
style="font-family:Monospaced;color:black" lang="EN-US">i</span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">-</span><span
style="font-family:Monospaced;color:rosybrown"
lang="EN-US">1</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">+</span><span
style="font-family:Monospaced;color:rosybrown"
lang="EN-US">1</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
style="font-family:Monospaced;color:#FFAA00" lang="EN-US">:</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span
style="font-family:Monospaced;color:rosybrown"
lang="EN-US">8</span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">*</span><span
style="font-family:Monospaced;color:black" lang="EN-US">i</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
style="font-family:Monospaced;color:black" lang="EN-US">,</span><span
style="font-family:Monospaced;color:#FFAA00" lang="EN-US">:</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)))</span><span
style="font-family:Monospaced;color:black" lang="EN-US">;</span><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#A020F0" lang="EN-US">if</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span
style="font-family:Monospaced;color:black" lang="EN-US">search</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">></span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:rosybrown"
lang="EN-US">0</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#A020F0" lang="EN-US">then</span><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:black" lang="EN-US">D</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span
style="font-family:Monospaced;color:black" lang="EN-US">i,</span><span
style="font-family:Monospaced;color:rosybrown"
lang="EN-US">1</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:rosybrown"
lang="EN-US">1</span><span
style="font-family:Monospaced;color:black" lang="EN-US">;</span><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#A020F0" lang="EN-US">else</span><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:black" lang="EN-US">D</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span
style="font-family:Monospaced;color:black" lang="EN-US">i,</span><span
style="font-family:Monospaced;color:rosybrown"
lang="EN-US">1</span><span
style="font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:rosybrown"
lang="EN-US">0</span><span
style="font-family:Monospaced;color:black" lang="EN-US">;</span><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-family:Monospaced;color:windowtext"
lang="EN-US"> </span><span
style="font-family:Monospaced;color:#A020F0" lang="EN-US">end</span><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-family:Monospaced;color:#A020F0" lang="EN-US">end</span><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:#1F497D" lang="EN-US"> </span><span
lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:#1F497D" lang="EN-US"> </span><span
lang="EN-US"> <o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-US">###################################################<o:p></o:p></span></p>
<pre><span style="font-size:11.0pt;font-family:Monospaced;color:#32B9B9">mode</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB">(</span><span style="font-size:11.0pt;font-family:Monospaced;color:rosybrown">0</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB">)</span><o:p></o:p></pre>
<pre><span style="font-size:11.0pt;font-family:Monospaced"> </span><o:p></o:p></pre>
<pre><i><span style="font-size:11.0pt;font-family:Monospaced;color:#64AE64">// initial matrix</span></i><o:p></o:p></pre>
<pre><span style="font-size:11.0pt;font-family:Monospaced;color:black">A</span><span style="font-size:11.0pt;font-family:Monospaced"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#5C5C5C">=</span><span style="font-size:11.0pt;font-family:Monospaced"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#32B9B9">rand</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB">(</span><span style="font-size:11.0pt;font-family:Monospaced;color:rosybrown">8</span><span style="font-size:11.0pt;font-family:Monospaced;color:black">,</span><span style="font-size:11.0pt;font-family:Monospaced;color:rosybrown">6</span><span style="font-size:11.0pt;font-family:"!","serif"">)</span><span style="font-size:11.0pt;font-family:Monospaced;color:black">;</span><o:p></o:p></pre>
<pre><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">B</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#32B9B9" lang="EN-US">zeros</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span style="font-size:11.0pt;font-family:Monospaced;color:rosybrown" lang="EN-US">8</span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">,</span><span style="font-size:11.0pt" lang="EN-US">6</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">;</span><span lang="EN-US"><o:p></o:p></span></pre>
<pre><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">C</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">[</span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">A</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">;</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">A;</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="!
EN-US">B
;</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">A;</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">B;</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">B;</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">A</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">]</span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">;</span><span lang="EN-US"><o:p></o:p></span></pre>
<pre><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">[</span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">nr,nc</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">]</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#32B9B9" lang="EN-US">size</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span style="font-size:11.0pt;font-family:"!","serif"" lang="EN-US">C</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">;</span><span lang="E!
N-US"><o
:p></o:p></span></pre>
<pre><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span lang="EN-US"><o:p></o:p></span></pre>
<pre><i><span style="font-size:11.0pt;font-family:Monospaced;color:#64AE64" lang="EN-US">// each set of 8 rows is analysed</span></i><span lang="EN-US"><o:p></o:p></span></pre>
<pre><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">Search</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#32B9B9" lang="EN-US">zeros</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">((</span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">nr</span><span style="font-size:11.0pt;font-family:Monospaced;color:#5C5C5C" lang="EN-US">/</span><span style="font-size:11.0pt;font-family:"&qu! ot","serif"" lang="EN-US">8</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">,</span><!
span sty
le="font-size:11.0pt;font-family:Monospaced;color:rosybrown" lang="EN-US">1</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">;</span><span lang="EN-US"><o:p></o:p></span></pre>
<pre><i><span style="font-size:11.0pt;font-family:Monospaced;color:#64AE64" lang="EN-US">//i = ones((nr/8),1).* 1;</span></i><span lang="EN-US"><o:p></o:p></span></pre>
<pre><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">i</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">[</span><span style="font-size:11.0pt;font-family:Monospaced;color:rosybrown" lang="EN-US">1</span><span style="font-size:11.0pt;font-family:Monospaced;color:#FFAA00" lang="EN-US">:</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span style="font-size:11.0pt;font-family:"Mono! spaced&q uot","serif";color:black" lang="EN-US">nr</span><span style="font-size:11.0pt;font-family:Monospaced;color:#5C5C5C" lang="EN-US">/</span><span style="font-size:11.0pt;font-family:Monospaced;color:rosybrown" l!
ang="EN-
US">8</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">)]</span><span style="font-size:11.0pt;font-family:Monospaced;color:#5C5C5C" lang="EN-US">'</span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">;</span><span lang="EN-US"><o:p></o:p></span></pre>
<pre><i><span style="font-size:11.0pt;font-family:Monospaced;color:#64AE64" lang="EN-US">// Search = max(abs(C((8*(i - 1) + 1):(8 * i),:)));</span></i><span lang="EN-US"><o:p></o:p></span></pre>
<pre><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">Search</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#32B9B9" lang="EN-US">max</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span style="font-size:11.0pt;font-family:Monospaced;color:#32B9B9" lang="EN-US">abs</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span style="font-size:11.0pt;font-family:"&qu! ot","serif"" lang="EN-US">C</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">([</span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">i</span>!
<span st
yle="font-size:11.0pt;font-family:Monospaced;color:#5C5C5C" lang="EN-US">.</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#5C5C5C" lang="EN-US">*</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:rosybrown" lang="EN-US">8</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-family:Monospaced;color:#5C5C5C" lang="EN-US">-</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:rosybrown" lang="EN-US">7</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> : </span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">i</span><span style="font-size:11.0pt;font-family:Monospaced;color:#5C5C5C" lang="EN-US">.</span><span style=!
"font-siz
e:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#5C5C5C" lang="EN-US">*</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> 8</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">]</span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">,</span><span style="font-size:11.0pt;font-family:Monospaced;color:#FFAA00" lang="EN-US">:</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US">)))</span><span lang="EN-US"><o:p></o:p></span></pre>
<pre><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">;</span><span lang="EN-US"><o:p></o:p></span></pre>
<pre><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">B</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span style="font-size:11.0pt;font-family:Monospaced;color:#32B9B9" lang="EN-US">find</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">(</span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">Search</span><span style="font-size:11.0pt;font-family:"! Monospac ed , serif","serif"" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#5C5C5C" lang="EN-US">==</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span!
style="
font-size:11.0pt;font-family:Monospaced;color:rosybrown" lang="EN-US">0</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">))</span><span style="font-size:11.0pt;font-family:Monospaced;color:#5C5C5C" lang="EN-US">'</span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">;</span><span lang="EN-US"><o:p></o:p></span></pre>
<pre><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span lang="EN-US"><o:p></o:p></span></pre>
<pre><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">D</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#5C5C5C" lang="EN-US">=</span><span style="font-size:11.0pt;font-family:Monospaced" lang="EN-US"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#32B9B9" lang="EN-US">zeros</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">((</span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">nr</span><span style="font-size:11.0pt;font-family:Monospaced;color:#5C5C5C" lang="EN-US">/</span><span style="font-size:11.0pt" lang="EN-US">8</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">,</span><span style="font-size:11.0pt;font-family:Monospaced;color:r!
osybrown
" lang="EN-US">1</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB" lang="EN-US">)</span><span style="font-size:11.0pt;font-family:Monospaced;color:black" lang="EN-US">;</span><span lang="EN-US"><o:p></o:p></span></pre>
<pre><span style="font-size:11.0pt;font-family:Monospaced;color:black">D</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB">(</span><span style="font-size:11.0pt;font-family:Monospaced;color:black">B,</span><span style="font-size:11.0pt;font-family:Monospaced;color:rosybrown">2</span><span style="font-size:11.0pt;font-family:Monospaced;color:#4A55DB">)</span><span style="font-size:11.0pt;font-family:Monospaced"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:#5C5C5C">=</span><span style="font-size:11.0pt;font-family:Monospaced"> </span><span style="font-size:11.0pt;font-family:Monospaced;color:rosybrown">1</span><span style="font-size:11.0pt">;</span><o:p></o:p></pre>
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