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<h3 class="likesectionHead"><a 
 id="x1-1000"></a>Matriisi</h3>
<!--l. 38--><p class="noindent">Matriisi on &#8221;lukulaatikko&#8221;. Matriiseja merkit&#x00E4;&#x00E4;n yleens&#x00E4; latinalaisin
suuraakkosin. Esimerkiksi
</p>
<div class="par-math-display"><!--l. 41--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="block" ><mrow 
>
<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"><mn>3</mn> </mtd><mtd 
class="array"  columnalign="center"> <mn>4</mn> </mtd>
</mtr><mtr><mtd 
class="array"  columnalign="center"><mn>5</mn> </mtd><mtd 
class="array"  columnalign="center"> <mn>6</mn> </mtd>
</mtr><mtr><mtd 
class="array"  columnalign="center"><mn>7</mn> </mtd><mtd 
class="array"  columnalign="center"> <mn>8</mn> </mtd></mtr>
<!--*\c@MaxMatrixCols c--></mtable>                                                                                                    </mrow></mfenced></mpadded>
</mrow></math></div>
<!--l. 47--><p class="nopar">
</p><!--l. 49--><p class="noindent">on tyyppi&#x00E4; <!--l. 49--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mn>3</mn> <mo 
class="MathClass-bin">&#x00D7;</mo> <mn>2</mn></math>
oleva matriisi, miss&#x00E4; 3 kertoo matriisin rivien ja 2 sarakkeiden
lukum&#x00E4;&#x00E4;r&#x00E4;n.
</p><!--l. 52--><p class="noindent">Yleisemmin muotoa <!--l. 52--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>n</mi> <mo 
class="MathClass-bin">&#x00D7;</mo> <mi 
>p</mi></math>
olevaa matriisia merkit&#x00E4;&#x00E4;n
</p>
                                                                  

                                                                  
<div class="par-math-display"><!--l. 54--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="block" ><mrow 
>
<mi 
>B</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 
>b</mi></mrow><mrow 
><mn>1</mn><mn>1</mn></mrow></msub 
>  </mtd> <mtd 
class="array"  columnalign="center">  <msub><mrow 
><mi 
>b</mi></mrow><mrow 
><mn>1</mn><mn>2</mn></mrow></msub 
>  </mtd> <mtd 
class="array"  columnalign="center">  <mo 
class="MathClass-rel">&#x22EF;</mo> </mtd><mtd 
class="array"  columnalign="center"> <msub><mrow 
><mi 
>b</mi></mrow><mrow 
><mn>1</mn><mi 
>p</mi></mrow></msub 
>  </mtd>
</mtr><mtr><mtd 
class="array"  columnalign="center"><msub><mrow 
><mi 
>b</mi></mrow><mrow 
><mn>2</mn><mn>1</mn></mrow></msub 
>  </mtd> <mtd 
class="array"  columnalign="center">  <msub><mrow 
><mi 
>b</mi></mrow><mrow 
><mn>2</mn><mn>2</mn></mrow></msub 
>  </mtd> <mtd 
class="array"  columnalign="center">  <mo 
class="MathClass-rel">&#x22EF;</mo> </mtd><mtd 
class="array"  columnalign="center"> <msub><mrow 
><mi 
>b</mi></mrow><mrow 
><mn>2</mn><mi 
>p</mi></mrow></msub 
>  </mtd>
</mtr><mtr><mtd 
class="array"  columnalign="center"> <mo 
class="MathClass-op">&#x22EE;</mo>  </mtd> <mtd 
class="array"  columnalign="center">  <mo 
class="MathClass-op">&#x22EE;</mo>  </mtd> <mtd 
class="array"  columnalign="center">    </mtd><mtd 
class="array"  columnalign="center">  <mo 
class="MathClass-op">&#x22EE;</mo>  </mtd>
</mtr><mtr><mtd 
class="array"  columnalign="center"><msub><mrow 
><mi 
>b</mi></mrow><mrow 
><mi 
>n</mi><mn>1</mn></mrow></msub 
>  </mtd><mtd 
class="array"  columnalign="center">  <msub><mrow 
><mi 
>b</mi></mrow><mrow 
><mi 
>n</mi><mn>2</mn></mrow></msub 
>  </mtd><mtd 
class="array"  columnalign="center">  <mo 
class="MathClass-rel">&#x22EF;</mo> </mtd><mtd 
class="array"  columnalign="center"> <msub><mrow 
><mi 
>b</mi></mrow><mrow 
><mi 
>n</mi><mi 
>p</mi></mrow></msub 
>  </mtd>
</mtr><mtr><mtd 
class="array"  columnalign="center">      </mtd></mtr>
<!--*\c@MaxMatrixCols c--></mtable>                                                                                                       </mrow></mfenced> </mpadded><mspace width="2em" class="qquad"/><mrow><mo 
class="MathClass-open">(</mo><mrow><msub><mrow 
><mi 
>b</mi></mrow><mrow 
><mi 
>j</mi><mi 
>k</mi></mrow></msub 
> <mo 
class="MathClass-rel">&#x2208;</mo> <mi mathvariant="double-struck">&#x211D;</mi><!--mstyle 
class="text"--><mtext >&#x00A0;kaikilla&#x00A0;</mtext><!--/mstyle--><mi 
>j</mi><!--mstyle 
class="text"--><mtext >&#x00A0;ja&#x00A0;</mtext><!--/mstyle--><mi 
>k</mi></mrow><mo 
class="MathClass-close">)</mo></mrow>
</mrow></math></div>
<!--l. 62--><p class="nopar">
</p><!--l. 64--><p class="noindent">tai lyhyemmin <!--l. 64--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>B</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 
>b</mi></mrow><mrow 
><mi 
>j</mi><mi 
>k</mi></mrow></msub 
>  </mtd></mtr>
<!--*\c@MaxMatrixCols c--></mtable>                                                                                                       </mrow></mfenced> </mpadded> </math>.
</p><!--l. 66--><p class="noindent">Matriisin alkioita on yll&#x00E4; merkitty muodossa
<!--l. 66--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><msub><mrow 
><mi 
>b</mi></mrow><mrow 
><mi 
>j</mi><mi 
>k</mi></mrow></msub 
></math>,
miss&#x00E4; alaindeksin ensimm&#x00E4;inen luku kertoo alkion sijaitsevan rivill&#x00E4;
<!--l. 67--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>j</mi></math>ja j&#x00E4;lkimm&#x00E4;inen
sarakkeessa <!--l. 68--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>k</mi></math>.
Alkioon <!--l. 68--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><msub><mrow 
><mi 
>b</mi></mrow><mrow 
><mi 
>j</mi><mi 
>k</mi></mrow></msub 
></math> voidaan
viitata my&#x00F6;s <!--l. 68--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>B</mi><mrow><mo 
class="MathClass-open">(</mo><mrow><mi 
>j</mi><mo 
class="MathClass-punc">,</mo><mi 
>k</mi></mrow><mo 
class="MathClass-close">)</mo></mrow></math>.
</p><!--l. 70--><p class="noindent">Matriisin tyyppi voidaan ilmaista kirjoittamalla se matriisin nimen alapuolelle, esimerkiksi
<!--l. 71--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><munder><mrow 
><mi 
>B</mi></mrow><mrow 
><mi 
>n</mi> <mo 
class="MathClass-bin">&#x00D7;</mo> <mi 
>p</mi></mrow></munder></math>.
Saman asian voi ilmaista my&#x00F6;s merkinn&#x00E4;ll&#x00E4;
<!--l. 73--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>B</mi> <mo 
class="MathClass-rel">&#x2208;</mo> <msup><mrow 
><mi mathvariant="double-struck">&#x211D;</mi></mrow><mrow 
><mi 
>n</mi><mo 
class="MathClass-bin">&#x00D7;</mo><mi 
>p</mi></mrow></msup 
></math>, miss&#x00E4;
<!--l. 73--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><msup><mrow 
><mi mathvariant="double-struck">&#x211D;</mi></mrow><mrow 
><mi 
>n</mi><mo 
class="MathClass-bin">&#x00D7;</mo><mi 
>p</mi></mrow></msup 
></math> tarkoittaa kaikkien
(reaalilukualkioisten) <!--l. 74--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>n</mi> <mo 
class="MathClass-bin">&#x00D7;</mo> <mi 
>p</mi></math>-matriisien
joukkoa.
</p><!--l. 76--><p class="noindent">Nimityst&#x00E4; vaakavektori k&#x00E4;ytet&#x00E4;&#x00E4;n matriiseista, joissa on vain yksi rivi, eli
jotka ovat muotoa <!--l. 77--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mrow 
><mn>1</mn> <mo 
class="MathClass-bin">&#x00D7;</mo> <mi 
>n</mi></mrow></math>
ja nimityst&#x00E4; pystyvektori tai lyhyemmin vain vektori k&#x00E4;ytet&#x00E4;&#x00E4;n
muotoa <!--l. 79--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mrow 
><mi 
>n</mi> <mo 
class="MathClass-bin">&#x00D7;</mo> <mn>1</mn></mrow></math>
olevista matriiseista.
</p><!--l. 81--><p class="noindent">Vaaka- ja pystyvektorit voidaan ilmaista toistensa avulla
<!--l. 82--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><!--mstyle 
class="text"--><mtext >T</mtext><!--/mstyle--></math>-kirjaimen
avulla (toistensa transpooseina) alla olevien esimerkkien mukaisesti.
</p>
                                                                  

                                                                  
<div class="par-math-display"><!--l. 85--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="block" ><mrow 
><msup><mrow 
>
<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"><mi 
>a</mi> </mtd><mtd 
class="array"  columnalign="center"> <mi 
>b</mi> </mtd></mtr><!--*\c@MaxMatrixCols c--></mtable>                                                                               </mrow></mfenced></mpadded></mrow><mrow 
><mo class="qopname">T</mo><!--nolimits--></mrow></msup 
> <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"><mi 
>a</mi> </mtd>
</mtr><mtr><mtd 
class="array"  columnalign="center"><mi 
>b</mi> </mtd>
</mtr><mtr><mtd 
class="array"  columnalign="center">   </mtd></mtr>
<!--*\c@MaxMatrixCols c--></mtable>                                                                                     </mrow></mfenced></mpadded><mspace width="2em" class="qquad"/><msup><mrow 
><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"><mi 
>a</mi> </mtd>
</mtr><mtr><mtd 
class="array"  columnalign="center"><mi 
>b</mi> </mtd>
</mtr><mtr><mtd 
class="array"  columnalign="center">   </mtd></mtr>
<!--*\c@MaxMatrixCols c--></mtable>                                                                                     </mrow></mfenced></mpadded></mrow><mrow 
><mo class="qopname">T</mo><!--nolimits--></mrow></msup 
> <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"><mi 
>a</mi> </mtd><mtd 
class="array"  columnalign="center"> <mi 
>b</mi> </mtd></mtr>
<!--*\c@MaxMatrixCols c--></mtable>                                                                                     </mrow></mfenced></mpadded>
</mrow></math></div>
<!--l. 107--><p class="nopar">
</p><!--l. 109--><p class="noindent">Tyyppi&#x00E4; <!--l. 109--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>n</mi> <mo 
class="MathClass-bin">&#x00D7;</mo> <mi 
>p</mi></math>
oleva matriisi <!--l. 109--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>C</mi></math> on
sama kuin <!--l. 110--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>q</mi> <mo 
class="MathClass-bin">&#x00D7;</mo> <mi 
>r</mi></math>-matriisi
<!--l. 110--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>D</mi></math>,
jos ja vain jos niiss&#x00E4; on yht&#x00E4; monta rivi&#x00E4;
(<!--l. 111--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>n</mi> <mo 
class="MathClass-rel">=</mo> <mi 
>q</mi></math>) ja yht&#x00E4;
monta saraketta (<!--l. 111--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>p</mi> <mo 
class="MathClass-rel">=</mo> <mi 
>r</mi></math>)
sek&#x00E4; jos niiden vastinalkiot ovat samat eli
<!--l. 113--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>C</mi><mrow><mo 
class="MathClass-open">(</mo><mrow><mi 
>s</mi><mo 
class="MathClass-punc">,</mo><mi 
>t</mi></mrow><mo 
class="MathClass-close">)</mo></mrow> <mo 
class="MathClass-rel">=</mo> <mi 
>D</mi><mrow><mo 
class="MathClass-open">(</mo><mrow><mi 
>s</mi><mo 
class="MathClass-punc">,</mo><mi 
>t</mi></mrow><mo 
class="MathClass-close">)</mo></mrow></math> kaikilla
<!--l. 114--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>s</mi> <mo 
class="MathClass-rel">&#x2208;</mo><mrow><mo 
class="MathClass-open">{</mo><mrow><mn>1</mn><mo 
class="MathClass-punc">,</mo><mo 
class="MathClass-op">&#x2026;</mo><mo 
class="MathClass-punc">,</mo><mi 
>n</mi></mrow><mo 
class="MathClass-close">}</mo></mrow></math> ja
<!--l. 114--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>t</mi> <mo 
class="MathClass-rel">&#x2208;</mo><mrow><mo 
class="MathClass-open">{</mo><mrow><mn>1</mn><mo 
class="MathClass-punc">,</mo><mo 
class="MathClass-op">&#x2026;</mo><mo 
class="MathClass-punc">,</mo><mi 
>p</mi></mrow><mo 
class="MathClass-close">}</mo></mrow></math>.
</p><!--l. 116--><p class="noindent">Esimerkiksi <!--l. 117--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mrow 
><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"><mi 
>a</mi> </mtd><mtd 
class="array"  columnalign="center"> <mi 
>b</mi> </mtd></mtr><!--*\c@MaxMatrixCols c--></mtable>                                                                               </mrow></mfenced></mpadded><mo 
class="MathClass-rel">&#x2260;</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"><mi 
>a</mi> </mtd>
</mtr><mtr><mtd 
class="array"  columnalign="center"><mi 
>b</mi> </mtd>
</mtr><mtr><mtd 
class="array"  columnalign="center">   </mtd></mtr>
<!--*\c@MaxMatrixCols c--></mtable>                                                                                     </mrow></mfenced></mpadded></mrow> </math>
</p><!--l. 129--><p class="noindent"><span 
class="aebx-10">Linkkej</span><span 
class="aebx-10">&#x00E4;</span>
</p><!--l. 130--><p class="noindent"><a 
href="erilaisia.xml" >Erilaisia matriiseja</a>
<br class="newline" /> <a 
href="matriisilaskut.xml" >Matriisien yhteenlasku ja skalaarilla kertominen</a>
<br class="newline" /> <a 
href="kertolasku.xml" >Matriisien kertolasku</a>
<br class="newline" /> <a 
href="kaanteis.xml" >K&#x00E4;&#x00E4;nteismatriisi</a>
<br class="newline" /> <a 
href="transponointi.xml" >Transponointi</a>
<br class="newline" /> <a 
href="vektori.xml" >Vektori</a>
<br class="newline" />
<br class="newline" />
<span 
class="aeti-10">Ossi Mauno    </span>28.10.2004
</p>
                                                                  

                                                                  
 
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