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<h3 class="likesectionHead"><a 
 id="x1-1000"></a>Vektorien yhteenlasku ja skalaarilla kertominen</h3>
<!--l. 39--><p class="noindent">Vektorien yhteenlasku on m&#x00E4;&#x00E4;ritelty vain vektoreille, joilla on
yht&#x00E4; monta alkiota. Yhteenlaskussa vastinalkiot lasketaan yhteen:
<!--l. 41--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mrow><mo 
class="MathClass-open">(</mo><mrow><msub><mrow 
><mi 
>a</mi></mrow><mrow 
><mn>1</mn></mrow></msub 
><mo 
class="MathClass-punc">,</mo><msub><mrow 
><mi 
>a</mi></mrow><mrow 
><mn>2</mn></mrow></msub 
><mo 
class="MathClass-punc">,</mo><mo 
class="MathClass-op">&#x2026;</mo><mo 
class="MathClass-punc">,</mo><msub><mrow 
><mi 
>a</mi></mrow><mrow 
><mi 
>n</mi></mrow></msub 
></mrow><mo 
class="MathClass-close">)</mo></mrow> <mo 
class="MathClass-bin">+</mo> <mrow><mo 
class="MathClass-open">(</mo><mrow><msub><mrow 
><mi 
>b</mi></mrow><mrow 
><mn>1</mn></mrow></msub 
><mo 
class="MathClass-punc">,</mo><msub><mrow 
><mi 
>b</mi></mrow><mrow 
><mn>2</mn></mrow></msub 
><mo 
class="MathClass-punc">,</mo><mo 
class="MathClass-op">&#x2026;</mo><mo 
class="MathClass-punc">,</mo><msub><mrow 
><mi 
>b</mi></mrow><mrow 
><mi 
>n</mi></mrow></msub 
></mrow><mo 
class="MathClass-close">)</mo></mrow> <mo 
class="MathClass-rel">=</mo> <mrow><mo 
class="MathClass-open">(</mo><mrow><msub><mrow 
><mi 
>a</mi></mrow><mrow 
><mn>1</mn></mrow></msub 
> <mo 
class="MathClass-bin">+</mo> <msub><mrow 
><mi 
>b</mi></mrow><mrow 
><mn>1</mn></mrow></msub 
><mo 
class="MathClass-punc">,</mo><msub><mrow 
><mi 
>a</mi></mrow><mrow 
><mn>2</mn></mrow></msub 
> <mo 
class="MathClass-bin">+</mo> <msub><mrow 
><mi 
>b</mi></mrow><mrow 
><mn>2</mn></mrow></msub 
><mo 
class="MathClass-punc">,</mo><mo 
class="MathClass-op">&#x2026;</mo><mo 
class="MathClass-punc">,</mo><msub><mrow 
><mi 
>a</mi></mrow><mrow 
><mi 
>n</mi></mrow></msub 
> <mo 
class="MathClass-bin">+</mo> <msub><mrow 
><mi 
>b</mi></mrow><mrow 
><mi 
>n</mi></mrow></msub 
></mrow><mo 
class="MathClass-close">)</mo></mrow></math>.
</p>
<div class="par-math-display"><!--l. 44--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="block" ><mrow 
>
      <mrow><mo 
class="MathClass-open">(</mo><mrow><mn>1</mn><mo 
class="MathClass-punc">,</mo><mn>7</mn><mo 
class="MathClass-punc">,</mo><mn>2</mn><mo 
class="MathClass-punc">,</mo><mn>9</mn></mrow><mo 
class="MathClass-close">)</mo></mrow> <mo 
class="MathClass-bin">+</mo> <mrow><mo 
class="MathClass-open">(</mo><mrow><mn>1</mn><mo 
class="MathClass-punc">,</mo><mn>9</mn><mo 
class="MathClass-punc">,</mo><mn>1</mn><mo 
class="MathClass-punc">,</mo><mn>3</mn></mrow><mo 
class="MathClass-close">)</mo></mrow> <mo 
class="MathClass-rel">=</mo> <mrow><mo 
class="MathClass-open">(</mo><mrow><mn>1</mn> <mo 
class="MathClass-bin">+</mo> <mn>1</mn><mo 
class="MathClass-punc">,</mo><mn>7</mn> <mo 
class="MathClass-bin">+</mo> <mn>9</mn><mo 
class="MathClass-punc">,</mo><mn>2</mn> <mo 
class="MathClass-bin">+</mo> <mn>1</mn><mo 
class="MathClass-punc">,</mo><mn>9</mn> <mo 
class="MathClass-bin">+</mo> <mn>3</mn></mrow><mo 
class="MathClass-close">)</mo></mrow> <mo 
class="MathClass-rel">=</mo> <mrow><mo 
class="MathClass-open">(</mo><mrow><mn>2</mn><mo 
class="MathClass-punc">,</mo><mn>1</mn><mn>6</mn><mo 
class="MathClass-punc">,</mo><mn>3</mn><mo 
class="MathClass-punc">,</mo><mn>1</mn><mn>2</mn></mrow><mo 
class="MathClass-close">)</mo></mrow>
</mrow></math></div>
<!--l. 52--><p class="nopar">
</p><!--l. 54--><p class="noindent">Vektorin <!--l. 54--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mstyle mathvariant="bold"><mi 
>a</mi></mstyle> <mo 
class="MathClass-rel">=</mo> <mrow><mo 
class="MathClass-open">(</mo><mrow><msub><mrow 
><mi 
>a</mi></mrow><mrow 
><mn>1</mn></mrow></msub 
><mo 
class="MathClass-punc">,</mo><msub><mrow 
><mi 
>a</mi></mrow><mrow 
><mn>2</mn></mrow></msub 
><mo 
class="MathClass-punc">,</mo><mo 
class="MathClass-op">&#x2026;</mo><mo 
class="MathClass-punc">,</mo><msub><mrow 
><mi 
>a</mi></mrow><mrow 
><mi 
>n</mi></mrow></msub 
></mrow><mo 
class="MathClass-close">)</mo></mrow></math> kertominen
skalaarilla (reaaliluvulla) <!--l. 55--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>k</mi></math>
on m&#x00E4;&#x00E4;ritelty seuraavasti:
</p>
<div class="par-math-display"><!--l. 57--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="block" ><mrow 
>
                        <mi 
>k</mi><mstyle mathvariant="bold"><mi 
>a</mi></mstyle> <mo 
class="MathClass-rel">=</mo> <mrow><mo 
class="MathClass-open">(</mo><mrow><mi 
>k</mi><msub><mrow 
><mi 
>a</mi></mrow><mrow 
><mn>1</mn></mrow></msub 
><mo 
class="MathClass-punc">,</mo><mi 
>k</mi><msub><mrow 
><mi 
>a</mi></mrow><mrow 
><mn>2</mn></mrow></msub 
><mo 
class="MathClass-punc">,</mo><mo 
class="MathClass-op">&#x2026;</mo><mo 
class="MathClass-punc">,</mo><mi 
>k</mi><msub><mrow 
><mi 
>a</mi></mrow><mrow 
><mi 
>n</mi></mrow></msub 
></mrow><mo 
class="MathClass-close">)</mo></mrow>
</mrow></math></div>
<!--l. 59--><p class="nopar">
</p><!--l. 61--><p class="noindent">Esimerkiksi
                                                                  

                                                                  
</p>
<div class="par-math-display"><!--l. 63--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="block" ><mrow 
>
                      <mn>7</mn><mrow><mo 
class="MathClass-open">(</mo><mrow><mn>1</mn><mo 
class="MathClass-punc">,</mo><mn>7</mn><mo 
class="MathClass-punc">,</mo><mn>2</mn><mo 
class="MathClass-punc">,</mo><mn>9</mn></mrow><mo 
class="MathClass-close">)</mo></mrow> <mo 
class="MathClass-rel">=</mo> <mrow><mo 
class="MathClass-open">(</mo><mrow><mn>7</mn><mo 
class="MathClass-punc">,</mo><mn>4</mn><mn>9</mn><mo 
class="MathClass-punc">,</mo><mn>1</mn><mn>4</mn><mo 
class="MathClass-punc">,</mo><mn>6</mn><mn>3</mn></mrow><mo 
class="MathClass-close">)</mo></mrow>
</mrow></math></div>
<!--l. 67--><p class="nopar">
</p><!--l. 69--><p class="noindent">Vektorien yhteenlaskun ja skalaarilla kertomisen m&#x00E4;&#x00E4;ritelmist&#x00E4;
seuraa, ett&#x00E4; reaalilukujen tapaan vektoreille
<!--l. 70--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mstyle mathvariant="bold"><mi 
>a</mi></mstyle><mo 
class="MathClass-punc">,</mo><mstyle mathvariant="bold"><mi 
>b</mi></mstyle><!--mstyle 
class="text"--><mtext >&#x00A0;ja&#x00A0;</mtext><!--/mstyle--><mstyle mathvariant="bold"><mi 
>c</mi></mstyle> <mo 
class="MathClass-rel">&#x2208;</mo> <msup><mrow 
><mi mathvariant="double-struck">&#x211D;</mi></mrow><mrow 
><mi 
>n</mi></mrow></msup 
></math>
p&#x00E4;tev&#x00E4;t vaihdanta-, liit&#x00E4;nt&#x00E4;- ja osittelulait.
</p><!--l. 74--><p class="noindent">
     </p><ol type="1" class="enumerate1" >
     <li class="enumerate" value="1" 
><a 
 id="x1-1002x1"></a><!--l. 76--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mstyle mathvariant="bold"><mi 
>a</mi></mstyle> <mo 
class="MathClass-bin">+</mo> <mstyle mathvariant="bold"><mi 
>b</mi></mstyle> <mo 
class="MathClass-rel">=</mo> <mstyle mathvariant="bold"><mi 
>b</mi></mstyle> <mo 
class="MathClass-bin">+</mo> <mstyle mathvariant="bold"><mi 
>a</mi></mstyle></math>
     </li>
     <li class="enumerate" value="2" 
><a 
 id="x1-1004x2"></a><!--l. 78--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mrow><mo 
class="MathClass-open">(</mo><mrow><mstyle mathvariant="bold"><mi 
>a</mi></mstyle> <mo 
class="MathClass-bin">+</mo> <mstyle mathvariant="bold"><mi 
>b</mi></mstyle></mrow><mo 
class="MathClass-close">)</mo></mrow> <mo 
class="MathClass-bin">+</mo> <mstyle mathvariant="bold"><mi 
>c</mi></mstyle> <mo 
class="MathClass-rel">=</mo> <mstyle mathvariant="bold"><mi 
>a</mi></mstyle> <mo 
class="MathClass-bin">+</mo> <mrow><mo 
class="MathClass-open">(</mo><mrow><mstyle mathvariant="bold"><mi 
>b</mi></mstyle> <mo 
class="MathClass-bin">+</mo> <mstyle mathvariant="bold"><mi 
>c</mi></mstyle></mrow><mo 
class="MathClass-close">)</mo></mrow></math>
     </li>
     <li class="enumerate" value="3" 
><a 
 id="x1-1006x3"></a><!--l. 80--><math 
 xmlns="http://www.w3.org/1998/Math/MathML" display="inline" ><mi 
>k</mi><mrow><mo 
class="MathClass-open">(</mo><mrow><mstyle mathvariant="bold"><mi 
>a</mi></mstyle> <mo 
class="MathClass-bin">+</mo> <mstyle mathvariant="bold"><mi 
>b</mi></mstyle></mrow><mo 
class="MathClass-close">)</mo></mrow> <mo 
class="MathClass-rel">=</mo> <mi 
>k</mi><mstyle mathvariant="bold"><mi 
>a</mi></mstyle> <mo 
class="MathClass-bin">+</mo> <mi 
>k</mi><mstyle mathvariant="bold"><mi 
>b</mi></mstyle><!--mstyle 
class="text"--><mtext >,</mtext><!--/mstyle--><mspace width="1em" class="quad"/><mi 
>k</mi> <mo 
class="MathClass-rel">&#x2208;</mo> <mi mathvariant="double-struck">&#x211D;</mi></math></li></ol>
<!--l. 83--><p class="noindent"><span 
class="aebx-10">Linkkej</span><span 
class="aebx-10">&#x00E4;</span>
</p><!--l. 84--><p class="noindent"><a 
href="vektori.xml" >Vektori</a>
<br class="newline" /> <a 
href="matriisilaskut.xml" >Matriisien yhteenlasku ja skalaarilla kertominen</a>
<br class="newline" />
<br class="newline" />
<span 
class="aeti-10">Ossi Mauno    </span>28.10.2004
</p>
 
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