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<h3 class="likesectionHead"><a 
 id="x1-1000"></a>Matriisien nimityksi&#x00E4;</h3>
<!--l. 39--><p class="noindent">
</p>
<h4 class="likesubsectionHead"><a 
 id="x1-2000"></a>Symmetrinen matriisi</h4>
<!--l. 41--><p class="noindent">Matriisia <!--l. 41--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>A</mi> <mo 
class="MathClass-rel">=</mo> <mpadded width="105%" lspace="0.1em"> <mfenced separators="" 
open="["  close="]" ><mrow><mtable  align="axis"  
equalrows="false" equalcolumns="false" class="array"><mtr><mtd 
class="array"  columnalign="center"><msub><mrow 
><mi 
>a</mi></mrow><mrow 
><mi 
>j</mi><mi 
>k</mi></mrow></msub 
>  </mtd></mtr>
<!--*\c@MaxMatrixCols c--></mtable>                                                                                                       </mrow></mfenced> </mpadded> </math>,
miss&#x00E4; <!--l. 42--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><msub><mrow 
><mi 
>a</mi></mrow><mrow 
><mi 
>j</mi><mi 
>k</mi></mrow></msub 
> <mo 
class="MathClass-rel">&#x2208;</mo> <mi mathvariant="double-struck">&#x211D;</mi></math>,
kutsutaan symmetriseksi, jos sill&#x00E4; on seuraava ominaisuus:
</p>
<div class="par-math-display"><!--l. 44--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="block" ><mrow 
>
                              <msup><mrow 
><mi 
>A</mi></mrow><mrow 
><mo class="qopname">T</mo><!--nolimits--></mrow></msup 
> <mo 
class="MathClass-rel">=</mo> <mi 
>A</mi>
</mrow></math></div>
<!--l. 46--><p class="nopar">
</p><!--l. 48--><p class="noindent">eli <!--l. 48--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><msub><mrow 
><mi 
>a</mi></mrow><mrow 
><mi 
>j</mi><mi 
>k</mi></mrow></msub 
> <mo 
class="MathClass-rel">=</mo> <msub><mrow 
><mi 
>a</mi></mrow><mrow 
><mi 
>k</mi><mi 
>j</mi></mrow></msub 
></math>
kaikilla <!--l. 48--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>j</mi><mo 
class="MathClass-punc">,</mo><mi 
>k</mi><!-- <mo 
class="MathClass-rel">&#x2208;</mo> <mi 
mathvariant="double-struck">&#x211D;</mi>--></math>.
</p><!--l. 50--><p class="noindent">Symmetrisen matriisin ominaisarvot ovat aina reaalisia.
</p><!--l. 52--><p class="noindent">
</p>
<h4 class="likesubsectionHead"><a 
 id="x1-3000"></a>Ortogonaalinen matriisi</h4>
<!--l. 54--><p class="noindent">Matriisia <!--l. 54--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>A</mi> <mo 
class="MathClass-rel">=</mo> <mpadded width="105%" lspace="0.1em"> <mfenced separators="" 
open="["  close="]" ><mrow><mtable  align="axis"  
equalrows="false" equalcolumns="false" class="array"><mtr><mtd 
class="array"  columnalign="center"><msub><mrow 
><mi 
>a</mi></mrow><mrow 
><mi 
>j</mi><mi 
>k</mi></mrow></msub 
>  </mtd></mtr>
<!--*\c@MaxMatrixCols c--></mtable>                                                                                                       </mrow></mfenced> </mpadded> </math>,
miss&#x00E4; <!--l. 55--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><msub><mrow 
><mi 
>a</mi></mrow><mrow 
><mi 
>j</mi><mi 
>k</mi></mrow></msub 
> <mo 
class="MathClass-rel">&#x2208;</mo> <mi mathvariant="double-struck">&#x211D;</mi></math>,
kutsutaan ortogonaaliseksi, jos sill&#x00E4; on seuraava ominaisuus:
                                                                  

                                                                  
</p>
<div class="par-math-display"><!--l. 57--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="block" ><mrow 
>
                             <msup><mrow 
><mi 
>A</mi></mrow><mrow 
><mo class="qopname">T</mo><!--nolimits--></mrow></msup 
> <mo 
class="MathClass-rel">=</mo> <msup><mrow 
><mi 
>A</mi></mrow><mrow 
><mo 
class="MathClass-bin">&#x2212;</mo><mn>1</mn></mrow></msup 
>
</mrow></math></div>
<!--l. 59--><p class="nopar">
</p><!--l. 61--><p class="noindent">Ortogonaalisen matriisin determinantti on
<!--l. 61--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mo 
class="MathClass-bin">+</mo> <mn>1</mn></math> tai
<!--l. 61--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mo 
class="MathClass-bin">&#x2212;</mo> <mn>1</mn></math>.
</p><!--l. 63--><p class="noindent">T&#x00E4;m&#x00E4; voidaan todistaa k&#x00E4;ytt&#x00E4;m&#x00E4;ll&#x00E4; hyv&#x00E4;ksi determinantin
ominaisuuksia <!--l. 64--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mo class="qopname"> det</mo><mrow><mo 
class="MathClass-open">(</mo><mrow><mi 
>I</mi></mrow><mo 
class="MathClass-close">)</mo></mrow> <mo 
class="MathClass-rel">=</mo> <mn>1</mn></math>,
<!--l. 65--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mo class="qopname">det</mo><mrow><mo 
class="MathClass-open">(</mo><mrow><mi 
>B</mi><mi 
>C</mi></mrow><mo 
class="MathClass-close">)</mo></mrow> <mo 
class="MathClass-rel">=</mo><mo class="qopname"> det</mo><mrow><mo 
class="MathClass-open">(</mo><mrow><mi 
>B</mi></mrow><mo 
class="MathClass-close">)</mo></mrow><mo class="qopname">det</mo><mrow><mo 
class="MathClass-open">(</mo><mrow><mi 
>C</mi></mrow><mo 
class="MathClass-close">)</mo></mrow></math> ja
<!--l. 66--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mo class="qopname">det</mo><mrow><mo 
class="MathClass-open">(</mo><mrow><mi 
>B</mi></mrow><mo 
class="MathClass-close">)</mo></mrow> <mo 
class="MathClass-rel">=</mo><mo class="qopname"> det</mo><mrow><mo 
class="MathClass-open">(</mo><mrow><msup><mrow 
><mi 
>B</mi></mrow><mrow 
><mo class="qopname">T</mo><!--nolimits--></mrow></msup 
></mrow><mo 
class="MathClass-close">)</mo></mrow></math>:
</p><!--l. 68--><p class="noindent">Olkoon <!--l. 68--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>A</mi></math> ortogonaalinen
matriisi eli <!--l. 68--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><msup><mrow 
><mi 
>A</mi></mrow><mrow 
><mo class="qopname">T</mo><!--nolimits--></mrow></msup 
> <mo 
class="MathClass-rel">=</mo> <msup><mrow 
><mi 
>A</mi></mrow><mrow 
><mo 
class="MathClass-bin">&#x2212;</mo><mn>1</mn></mrow></msup 
></math>.
T&#x00E4;ll&#x00F6;in
</p><!--l. 70--><p class="noindent">
                                                                  

                                                                  
<!--tex4ht:inline--></p><!--l. 70--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="block" >
<mtable 
class="gather-star">
<mtr> 
<mtd><mn>1</mn> <mo 
class="MathClass-rel">=</mo><mo class="qopname"> det</mo><mrow><mo 
class="MathClass-open">(</mo><mrow><mi 
>I</mi></mrow><mo 
class="MathClass-close">)</mo></mrow> <mo 
class="MathClass-rel">=</mo><mo class="qopname"> det</mo><mrow><mo 
class="MathClass-open">(</mo><mrow><mi 
>A</mi><msup><mrow 
><mi 
>A</mi></mrow><mrow 
><mo 
class="MathClass-bin">&#x2212;</mo><mn>1</mn></mrow></msup 
></mrow><mo 
class="MathClass-close">)</mo></mrow> <mo 
class="MathClass-rel">=</mo><mo class="qopname"> det</mo><mrow><mo 
class="MathClass-open">(</mo><mrow><mi 
>A</mi></mrow><mo 
class="MathClass-close">)</mo></mrow><mo class="qopname">det</mo><mrow><mo 
class="MathClass-open">(</mo><mrow><msup><mrow 
><mi 
>A</mi></mrow><mrow 
><mo 
class="MathClass-bin">&#x2212;</mo><mn>1</mn></mrow></msup 
></mrow><mo 
class="MathClass-close">)</mo></mrow></mtd>    
<mtd></mtd>
</mtr><mtr> 
<mtd> <mo 
class="MathClass-rel">=</mo><mo class="qopname"> det</mo><mrow><mo 
class="MathClass-open">(</mo><mrow><mi 
>A</mi></mrow><mo 
class="MathClass-close">)</mo></mrow><mo class="qopname">det</mo><mrow><mo 
class="MathClass-open">(</mo><mrow><msup><mrow 
><mi 
>A</mi></mrow><mrow 
><mo class="qopname">T</mo><!--nolimits--></mrow></msup 
></mrow><mo 
class="MathClass-close">)</mo></mrow> <mo 
class="MathClass-rel">=</mo><mo class="qopname"> det</mo><mrow><mo 
class="MathClass-open">(</mo><mrow><mi 
>A</mi></mrow><mo 
class="MathClass-close">)</mo></mrow><mo class="qopname">det</mo><mrow><mo 
class="MathClass-open">(</mo><mrow><mi 
>A</mi></mrow><mo 
class="MathClass-close">)</mo></mrow> <mo 
class="MathClass-rel">=</mo> <msup><mrow 
><mrow><mo 
class="MathClass-open">(</mo><mrow><mo class="qopname">det</mo><mrow><mo 
class="MathClass-open">(</mo><mrow><mi 
>A</mi></mrow><mo 
class="MathClass-close">)</mo></mrow></mrow><mo 
class="MathClass-close">)</mo></mrow></mrow><mrow 
><mn>2</mn></mrow></msup 
></mtd> 
<mtd></mtd>
</mtr><mtr> 
<mtd><!--mstyle 
class="text"--><mtext >eli</mtext><!--/mstyle--></mtd>                                       
<mtd></mtd>
</mtr><mtr> 
<mtd><msup><mrow 
><mrow><mo 
class="MathClass-open">(</mo><mrow><mo class="qopname">det</mo><mrow><mo 
class="MathClass-open">(</mo><mrow><mi 
>A</mi></mrow><mo 
class="MathClass-close">)</mo></mrow></mrow><mo 
class="MathClass-close">)</mo></mrow></mrow><mrow 
><mn>2</mn></mrow></msup 
> <mo 
class="MathClass-rel">=</mo> <mn>1</mn><!--mstyle 
class="text"--><mtext >,</mtext><!--/mstyle--></mtd>                             
<mtd></mtd>                          </mtr></mtable>
</math>
<!--l. 75--><p class="nopar">
</p><!--l. 77--><p class="noindent">mist&#x00E4; seuraa, ett&#x00E4; <!--l. 
77--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mo class="qopname"> det</mo><mrow><mo 
class="MathClass-open">(</mo><mrow><mi 
>A</mi></mrow><mo 
class="MathClass-close">)</mo></mrow> <mo 
class="MathClass-rel">=</mo> <mn>1</mn></math>
tai <!--l. 77--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mo class="qopname"> det</mo><mrow><mo 
class="MathClass-open">(</mo><mrow><mi 
>A</mi></mrow><mo 
class="MathClass-close">)</mo></mrow> <mo 
class="MathClass-rel">=</mo> <mo 
class="MathClass-bin">&#x2212;</mo><mn>1</mn></math>.
</p><!--l. 79--><p class="noindent"><span 
class="aebx-10">Linkkej</span><span 
class="aebx-10">&#x00E4;</span>
</p><!--l. 80--><p class="noindent"><a 
href="matriisi.xml" >Matriisi</a>
<br class="newline" /> <a 
href="determinantti.xml" >Determinantti</a>
<br class="newline" /> <a 
href="detominaisuudet.xml" >Determinantin ominaisuuksia</a>
<br class="newline" />
<br class="newline" />
<span 
class="aeti-10">Ossi Mauno    </span>29.10.2004
</p>
 
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