<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE document PUBLIC "-//CNX//DTD CNXML 0.5 plus MathML//EN" "http://cnx.rice.edu/cnxml/0.5/DTD/cnxml_mathml.dtd">
<document xmlns="http://cnx.rice.edu/cnxml" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" xmlns:md="http://cnx.rice.edu/mdml/0.4" id="id2253686">
  <name>Algebra Lineal</name>
  <metadata>
  <md:version>1.1</md:version>
  <md:created>2008/09/18 09:02:16.837 GMT-5</md:created>
  <md:revised>2008/09/18 10:29:04.600 GMT-5</md:revised>
  <md:authorlist>
      <md:author id="danyfel80">
      <md:firstname>Daniel Felipe</md:firstname>
      
      <md:surname>Gonzalez Obando</md:surname>
      <md:email>danyfel80@gmail.com</md:email>
    </md:author>
  </md:authorlist>

  <md:maintainerlist>
    <md:maintainer id="danyfel80">
      <md:firstname>Daniel Felipe</md:firstname>
      
      <md:surname>Gonzalez Obando</md:surname>
      <md:email>danyfel80@gmail.com</md:email>
    </md:maintainer>
  </md:maintainerlist>
  
  <md:keywordlist>
    <md:keyword>Algebra</md:keyword>
    <md:keyword>Algebra Lineal</md:keyword>
    <md:keyword>Solucionario de Algebra</md:keyword>
  </md:keywordlist>

  <md:abstract>Solucionario de ejercicios de algebra lineal</md:abstract>
</metadata>
  <content>
    
    <para id="id2253741">Ejercicios 4.2</para>
    <para id="id2253744">n-vectores.</para>
    <para id="id2253748">1. Determine <m:math overflow="scroll"><m:mrow><m:mi>u</m:mi><m:mo>+</m:mo><m:mi>v</m:mi><m:mo>,</m:mo><m:mi>u</m:mi><m:mo>-</m:mo><m:mi>v</m:mi><m:mo>,</m:mo><m:mn>2</m:mn><m:mi>u</m:mi><m:mo>,</m:mo><m:mn>3</m:mn><m:mi>u</m:mi><m:mo>-</m:mo><m:mn>2</m:mn><m:mi>v</m:mi></m:mrow></m:math> si</para>
    <para id="id2253797">a) 
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>u</m:mi>
          <m:mo>=</m:mo>
          <m:mo>(</m:mo>
          <m:mn>1</m:mn>
          <m:mo>,</m:mo>
          <m:mn>2</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>3</m:mn>
          <m:mo>)</m:mo>
          <m:mo>,</m:mo>
          <m:mi>v</m:mi>
          <m:mo>=</m:mo>
          <m:mo>(</m:mo>
          <m:mn>0</m:mn>
          <m:mo>,</m:mo>
          <m:mn>1</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>2</m:mn>
          <m:mo>)</m:mo>
        </m:mrow>
      </m:math></para>
    
    <para id="id2253857">b)</para>
    <equation id="id2253862">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>u</m:mi>
          <m:mo>=</m:mo>
          <m:mo>(</m:mo>
          <m:mn>4</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>2</m:mn>
          <m:mo>,</m:mo>
          <m:mn>1</m:mn>
          <m:mo>,</m:mo>
          <m:mn>3</m:mn>
          <m:mo>)</m:mo>
          <m:mo>,</m:mo>
          <m:mi>v</m:mi>
          <m:mo>=</m:mo>
          <m:mo>(</m:mo>
          <m:mo>-</m:mo>
          <m:mn>1</m:mn>
          <m:mo>,</m:mo>
          <m:mn>2</m:mn>
          <m:mo>,</m:mo>
          <m:mn>5</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>4</m:mn>
          <m:mo>)</m:mo>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2254167">Soluci'on</para>
    <para id="id2254172">a)</para>
    <para id="id2254182">u = vector([1,2,-3])
</para>
    <para id="id2254211">v = vector([0,1,-2])
</para>
    <para id="id2254241">redsage] 
blueu+v
</para>
    <para id="id2254260">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>1</m:mn>
          <m:mo>,</m:mo>
          <m:mn>3</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>5</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2254298">redsage] 
blueu-v
</para>
    <para id="id2254320">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>1</m:mn>
          <m:mo>,</m:mo>
          <m:mn>1</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>1</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2254358">redsage] 
blue2*u
</para>
    <para id="id2254377">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>2</m:mn>
          <m:mo>,</m:mo>
          <m:mn>4</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>6</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2254415">redsage] 
blue3*u-2*v
</para>
    <para id="id2254436">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>3</m:mn>
          <m:mo>,</m:mo>
          <m:mn>4</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>5</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2254467">b)</para>
    <para id="id2254477">redsage] 
blueu = vector([4,-2,1,3])
</para>
    <para id="id2254507">redsage] 
bluev = vector([-1,2,5,-4])
</para>
    <para id="id2254540">redsage] 
blueu+v
</para>
    <para id="id2254560">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>3</m:mn>
          <m:mo>,</m:mo>
          <m:mn>0</m:mn>
          <m:mo>,</m:mo>
          <m:mn>6</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>1</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2254602">redsage] 
blueu-v
</para>
    <para id="id2254624">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>5</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>4</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>4</m:mn>
          <m:mo>,</m:mo>
          <m:mn>7</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2254668">redsage] 
blue2*u
</para>
    <para id="id2254688">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>8</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>4</m:mn>
          <m:mo>,</m:mo>
          <m:mn>2</m:mn>
          <m:mo>,</m:mo>
          <m:mn>6</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2254730">redsage] 
blue3*u-2*v
</para>
    <para id="id2254753">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>14</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>10</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>7</m:mn>
          <m:mo>,</m:mo>
          <m:mn>17</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2254790">3. Sean</para>
    <equation id="id2254793">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>u</m:mi>
          <m:mo>=</m:mo>
          <m:mo>(</m:mo>
          <m:mn>1</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>2</m:mn>
          <m:mo>,</m:mo>
          <m:mn>3</m:mn>
          <m:mo>)</m:mo>
          <m:mo>,</m:mo>
          <m:mi>v</m:mi>
          <m:mo>=</m:mo>
          <m:mo>(</m:mo>
          <m:mo>-</m:mo>
          <m:mn>3</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>1</m:mn>
          <m:mo>,</m:mo>
          <m:mn>3</m:mn>
          <m:mo>)</m:mo>
          <m:mo>,</m:mo>
          <m:mi>w</m:mi>
          <m:mo>=</m:mo>
          <m:mo>(</m:mo>
          <m:mi>a</m:mi>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>1</m:mn>
          <m:mo>,</m:mo>
          <m:mi>b</m:mi>
          <m:mo>)</m:mo>
          <m:mo>,</m:mo>
          <m:mi>x</m:mi>
          <m:mo>=</m:mo>
          <m:mo>(</m:mo>
          <m:mn>3</m:mn>
          <m:mo>,</m:mo>
          <m:mi>c</m:mi>
          <m:mo>,</m:mo>
          <m:mn>2</m:mn>
          <m:mo>)</m:mo>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2254895">determine <emphasis>a, b </emphasis>y<emphasis> c</emphasis> de modo que</para>
    <para id="id2254911">a)</para>
    <equation id="id2254914">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>w</m:mi>
          <m:mo>=</m:mo>
          <m:mfrac>
            <m:mn>1</m:mn>
            <m:mn>2</m:mn>
          </m:mfrac>
          <m:mi>u</m:mi>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2254937">b)</para>
    <equation id="id2254942">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>w</m:mi>
          <m:mo>+</m:mo>
          <m:mi>v</m:mi>
          <m:mo>=</m:mo>
          <m:mi>u</m:mi>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2254962">c)</para>
    <equation id="id2254967">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>w</m:mi>
          <m:mo>-</m:mo>
          <m:mi>u</m:mi>
          <m:mo>=</m:mo>
          <m:mi>v</m:mi>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2254988">Solucion.</para>
    <para id="id2254993">Sabiendo las propiedades de la suma, resta y multiplicacion de matrices sabemo
que para</para>
    <para id="id2254998">a)</para>
    <equation id="id2255001">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>w</m:mi>
          <m:mo>=</m:mo>
          <m:mfrac>
            <m:mn>1</m:mn>
            <m:mn>2</m:mn>
          </m:mfrac>
          <m:mi>u</m:mi>
        </m:mrow>
      </m:math>
    </equation>
    <equation id="id2255023">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mrow>
            <m:mo>(</m:mo>
            <m:mi>a</m:mi>
            <m:mo>,</m:mo>
            <m:mo>-</m:mo>
            <m:mn>1</m:mn>
            <m:mo>,</m:mo>
            <m:mi>b</m:mi>
            <m:mo>)</m:mo>
          </m:mrow>
          <m:mo>=</m:mo>
          <m:mfrac>
            <m:mn>1</m:mn>
            <m:mn>2</m:mn>
          </m:mfrac>
          <m:mrow>
            <m:mo>(</m:mo>
            <m:mn>1</m:mn>
            <m:mo>,</m:mo>
            <m:mo>-</m:mo>
            <m:mn>2</m:mn>
            <m:mo>,</m:mo>
            <m:mn>3</m:mn>
            <m:mo>)</m:mo>
          </m:mrow>
        </m:mrow>
      </m:math>
    </equation>
    <equation id="id2255077">
      <m:math overflow="scroll">
        <m:mrow>
          <m:mrow>
            <m:mo>(</m:mo>
            <m:mi>a</m:mi>
            <m:mo>,</m:mo>
            <m:mo>-</m:mo>
            <m:mn>1</m:mn>
            <m:mo>,</m:mo>
            <m:mi>b</m:mi>
            <m:mo>)</m:mo>
          </m:mrow>
          <m:mo>=</m:mo>
          <m:mo>(</m:mo>
          <m:mfrac>
            <m:mn>1</m:mn>
            <m:mn>2</m:mn>
          </m:mfrac>
          <m:mrow>
            <m:mo>(</m:mo>
            <m:mn>1</m:mn>
            <m:mo>)</m:mo>
          </m:mrow>
          <m:mo>,</m:mo>
          <m:mfrac>
            <m:mn>1</m:mn>
            <m:mn>2</m:mn>
          </m:mfrac>
          <m:mrow>
            <m:mo>(</m:mo>
            <m:mo>-</m:mo>
            <m:mn>2</m:mn>
            <m:mo>)</m:mo>
          </m:mrow>
          <m:mo>,</m:mo>
          <m:mfrac>
            <m:mn>1</m:mn>
            <m:mn>2</m:mn>
          </m:mfrac>
          <m:mrow>
            <m:mo>(</m:mo>
            <m:mn>3</m:mn>
            <m:mo>)</m:mo>
          </m:mrow>
          <m:mo>)</m:mo>
        </m:mrow>
      </m:math>
    </equation>
    <equation id="id2255160">
      <m:math overflow="scroll">
        <m:mrow>
          <m:mrow>
            <m:mo>(</m:mo>
            <m:mi>a</m:mi>
            <m:mo>,</m:mo>
            <m:mo>-</m:mo>
            <m:mn>1</m:mn>
            <m:mo>,</m:mo>
            <m:mi>b</m:mi>
            <m:mo>)</m:mo>
          </m:mrow>
          <m:mo>=</m:mo>
          <m:mrow>
            <m:mo>(</m:mo>
            <m:mfrac>
              <m:mn>1</m:mn>
              <m:mn>2</m:mn>
            </m:mfrac>
            <m:mo>,</m:mo>
            <m:mo>-</m:mo>
            <m:mn>1</m:mn>
            <m:mo>,</m:mo>
            <m:mfrac>
              <m:mn>3</m:mn>
              <m:mn>2</m:mn>
            </m:mfrac>
            <m:mo>)</m:mo>
          </m:mrow>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2255218">por lo tanto, podemos decir que</para>
    <equation id="id2255222">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>a</m:mi>
          <m:mo>=</m:mo>
          <m:mfrac>
            <m:mn>1</m:mn>
            <m:mn>2</m:mn>
          </m:mfrac>
          <m:mi>y</m:mi>
          <m:mi>b</m:mi>
          <m:mo>=</m:mo>
          <m:mfrac>
            <m:mn>3</m:mn>
            <m:mn>2</m:mn>
          </m:mfrac>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2255255">b)</para>
    <equation id="id2255260">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>w</m:mi>
          <m:mo>+</m:mo>
          <m:mi>v</m:mi>
          <m:mo>=</m:mo>
          <m:mi>u</m:mi>
        </m:mrow>
      </m:math>
    </equation>
    <equation id="id2255280">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mo>(</m:mo>
          <m:mi>a</m:mi>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>1</m:mn>
          <m:mo>,</m:mo>
          <m:mi>b</m:mi>
          <m:mo>)</m:mo>
          <m:mo>+</m:mo>
          <m:mo>(</m:mo>
          <m:mo>-</m:mo>
          <m:mn>3</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>1</m:mn>
          <m:mo>,</m:mo>
          <m:mn>3</m:mn>
          <m:mo>)</m:mo>
          <m:mo>=</m:mo>
          <m:mo>(</m:mo>
          <m:mn>1</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>2</m:mn>
          <m:mo>,</m:mo>
          <m:mn>3</m:mn>
          <m:mo>)</m:mo>
        </m:mrow>
      </m:math>
    </equation>
    <equation id="id2255347">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mo>(</m:mo>
          <m:mi>a</m:mi>
          <m:mo>+</m:mo>
          <m:mo>(</m:mo>
          <m:mo>-</m:mo>
          <m:mn>3</m:mn>
          <m:mo>)</m:mo>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>1</m:mn>
          <m:mo>+</m:mo>
          <m:mo>(</m:mo>
          <m:mo>-</m:mo>
          <m:mn>1</m:mn>
          <m:mo>)</m:mo>
          <m:mo>,</m:mo>
          <m:mi>b</m:mi>
          <m:mo>+</m:mo>
          <m:mn>3</m:mn>
          <m:mo>)</m:mo>
          <m:mo>=</m:mo>
          <m:mo>(</m:mo>
          <m:mn>1</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>2</m:mn>
          <m:mo>,</m:mo>
          <m:mn>3</m:mn>
          <m:mo>)</m:mo>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2255418">eso es</para>
    <equation id="id2255424">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>a</m:mi>
          <m:mo>-</m:mo>
          <m:mn>3</m:mn>
          <m:mo>=</m:mo>
          <m:mn>1</m:mn>
        </m:mrow>
      </m:math>
    </equation>
    <equation id="id2255444">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>b</m:mi>
          <m:mo>+</m:mo>
          <m:mn>3</m:mn>
          <m:mo>=</m:mo>
          <m:mn>3</m:mn>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2255464">por lo tanto</para>
    <equation id="id2255469">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>a</m:mi>
          <m:mo>=</m:mo>
          <m:mn>4</m:mn>
        </m:mrow>
      </m:math>
    </equation>
    <equation id="id2255485">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>b</m:mi>
          <m:mo>=</m:mo>
          <m:mn>0</m:mn>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2255501">c)</para>
    <equation id="id2255506">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>w</m:mi>
          <m:mo>+</m:mo>
          <m:mi>x</m:mi>
          <m:mo>=</m:mo>
          <m:mi>v</m:mi>
        </m:mrow>
      </m:math>
    </equation>
    <equation id="id2255526">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mo>(</m:mo>
          <m:mi>a</m:mi>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>1</m:mn>
          <m:mo>,</m:mo>
          <m:mi>b</m:mi>
          <m:mo>)</m:mo>
          <m:mo>+</m:mo>
          <m:mo>(</m:mo>
          <m:mn>3</m:mn>
          <m:mo>,</m:mo>
          <m:mi>c</m:mi>
          <m:mo>,</m:mo>
          <m:mn>2</m:mn>
          <m:mo>)</m:mo>
          <m:mo>=</m:mo>
          <m:mo>(</m:mo>
          <m:mo>-</m:mo>
          <m:mn>3</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>1</m:mn>
          <m:mo>,</m:mo>
          <m:mn>3</m:mn>
          <m:mo>)</m:mo>
        </m:mrow>
      </m:math>
    </equation>
    <equation id="id2255591">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mo>(</m:mo>
          <m:mi>a</m:mi>
          <m:mo>+</m:mo>
          <m:mn>3</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>1</m:mn>
          <m:mo>+</m:mo>
          <m:mi>c</m:mi>
          <m:mo>,</m:mo>
          <m:mi>b</m:mi>
          <m:mo>+</m:mo>
          <m:mn>2</m:mn>
          <m:mo>)</m:mo>
          <m:mo>=</m:mo>
          <m:mo>(</m:mo>
          <m:mo>-</m:mo>
          <m:mn>3</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>1</m:mn>
          <m:mo>,</m:mo>
          <m:mn>3</m:mn>
          <m:mo>)</m:mo>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2255652">eso es</para>
    <equation id="id2255657">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>a</m:mi>
          <m:mo>+</m:mo>
          <m:mn>3</m:mn>
          <m:mo>=</m:mo>
          <m:mo>-</m:mo>
          <m:mn>3</m:mn>
        </m:mrow>
      </m:math>
    </equation>
    <equation id="id2255680">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>c</m:mi>
          <m:mo>-</m:mo>
          <m:mn>1</m:mn>
          <m:mo>=</m:mo>
          <m:mo>-</m:mo>
          <m:mn>1</m:mn>
        </m:mrow>
      </m:math>
    </equation>
    <equation id="id2255702">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>b</m:mi>
          <m:mo>+</m:mo>
          <m:mn>2</m:mn>
          <m:mo>=</m:mo>
          <m:mn>3</m:mn>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2255722">por lo tanto</para>
    <equation id="id2255727">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>a</m:mi>
          <m:mo>=</m:mo>
          <m:mo>-</m:mo>
          <m:mn>6</m:mn>
        </m:mrow>
      </m:math>
    </equation>
    <equation id="id2255746">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>c</m:mi>
          <m:mo>=</m:mo>
          <m:mn>0</m:mn>
        </m:mrow>
      </m:math>
    </equation>
    <equation id="id2255761">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>b</m:mi>
          <m:mo>=</m:mo>
          <m:mn>1</m:mn>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2255777">5. Sean</para>
    <equation id="id2255782">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>u</m:mi>
          <m:mo>=</m:mo>
          <m:mo>(</m:mo>
          <m:mn>4</m:mn>
          <m:mo>,</m:mo>
          <m:mn>5</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>2</m:mn>
          <m:mo>,</m:mo>
          <m:mn>3</m:mn>
          <m:mo>)</m:mo>
          <m:mo>,</m:mo>
          <m:mi>v</m:mi>
          <m:mo>=</m:mo>
          <m:mo>(</m:mo>
          <m:mn>3</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>2</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>4</m:mn>
          <m:mo>,</m:mo>
          <m:mn>1</m:mn>
          <m:mo>)</m:mo>
          <m:mo>,</m:mo>
          <m:mi>x</m:mi>
          <m:mo>=</m:mo>
          <m:mo>(</m:mo>
          <m:mo>-</m:mo>
          <m:mn>3</m:mn>
          <m:mo>,</m:mo>
          <m:mn>2</m:mn>
          <m:mo>-</m:mo>
          <m:mn>5</m:mn>
          <m:mo>,</m:mo>
          <m:mn>3</m:mn>
          <m:mo>)</m:mo>
          <m:mo>,</m:mo>
          <m:mi>c</m:mi>
          <m:mo>=</m:mo>
          <m:mn>2</m:mn>
          <m:mtext>y</m:mtext>
          <m:mi>d</m:mi>
          <m:mo>=</m:mo>
          <m:mn>3</m:mn>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2255892">Verifique las propiedades (a) a (h) del teorema 4.2</para>
    <para id="id2255898">Solucion</para>
    <para id="id2255902">a)</para>
    <equation id="id2255905">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>u</m:mi>
          <m:mo>+</m:mo>
          <m:mi>v</m:mi>
          <m:mo>=</m:mo>
          <m:mi>v</m:mi>
          <m:mo>+</m:mo>
          <m:mi>u</m:mi>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2255929">redsage] 
blueu=vector([4,5,-2,3])
</para>
    <para id="id2255968">redsage] 
bluev=vector([3,-2,-4,1])
</para>
    <para id="id2256000">redsage] 
blueu+v
</para>
    <para id="id2256021">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>7</m:mn>
          <m:mo>,</m:mo>
          <m:mn>3</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>6</m:mn>
          <m:mo>,</m:mo>
          <m:mn>4</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2256064">redsage] 
bluev+u
</para>
    <para id="id2256084">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>7</m:mn>
          <m:mo>,</m:mo>
          <m:mn>3</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>6</m:mn>
          <m:mo>,</m:mo>
          <m:mn>4</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2256127">redsage] 
blueu+v==v+u
</para>
    <para id="id2256148">1
</para>
    <para id="id2256154">b)</para>
    <equation id="id2256158">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>u</m:mi>
          <m:mo>+</m:mo>
          <m:mo>(</m:mo>
          <m:mi>v</m:mi>
          <m:mo>+</m:mo>
          <m:mi>x</m:mi>
          <m:mo>)</m:mo>
          <m:mo>=</m:mo>
          <m:mo>(</m:mo>
          <m:mi>u</m:mi>
          <m:mo>+</m:mo>
          <m:mi>v</m:mi>
          <m:mo>)</m:mo>
          <m:mo>+</m:mo>
          <m:mi>x</m:mi>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2256200">redsage] 
blueu = vector([4,5,-2,3])
</para>
    <para id="id2256242">redsage] 
bluev = vector([3,-2,-4,1])
</para>
    <para id="id2256276">redsage] 
bluex = vector([-3,2,-5,3])
</para>
    <para id="id2256310">redsage] 
blueu+(v+x)
</para>
    <para id="id2256331">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>4</m:mn>
          <m:mo>,</m:mo>
          <m:mn>5</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>11</m:mn>
          <m:mo>,</m:mo>
          <m:mn>7</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2256374">redsage] 
blue(u+v)+x
</para>
    <para id="id2256395">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>4</m:mn>
          <m:mo>,</m:mo>
          <m:mn>5</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>11</m:mn>
          <m:mo>,</m:mo>
          <m:mn>7</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2256430">c)</para>
    <equation id="id2256434">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mo form="prefix">Existe</m:mo>
          <m:mo form="prefix">un</m:mo>
          <m:mo form="prefix">vector</m:mo>
          <m:mn>0</m:mn>
          <m:mo form="prefix">en</m:mo>
          <m:msup>
            <m:mi>R</m:mi>
            <m:mi>n</m:mi>
          </m:msup>
          <m:mo form="prefix">tal</m:mo>
          <m:mo form="prefix">que</m:mo>
          <m:mi>u</m:mi>
          <m:mo>+</m:mo>
          <m:mn>0</m:mn>
          <m:mo>=</m:mo>
          <m:mn>0</m:mn>
          <m:mo>+</m:mo>
          <m:mi>u</m:mi>
          <m:mo>=</m:mo>
          <m:mi>u</m:mi>
          <m:mo form="prefix">para</m:mo>
          <m:mo form="prefix">toda</m:mo>
          <m:mi>u</m:mi>
          <m:mo form="prefix">en</m:mo>
          <m:msup>
            <m:mi>R</m:mi>
            <m:mi>n</m:mi>
          </m:msup>
          <m:mo>.</m:mo>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2256526">redsage] 
blueu = vector([4,5,-2,3])
</para>
    <para id="id2256568">redsage] 
bluea=0
</para>
    <para id="id2256597">redsage] 
blueu+0
</para>
    <para id="id2256617">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>4</m:mn>
          <m:mo>,</m:mo>
          <m:mn>5</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>2</m:mn>
          <m:mo>,</m:mo>
          <m:mn>3</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2256660">redsage] 
blue0+u
</para>
    <para id="id2256681">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>4</m:mn>
          <m:mo>,</m:mo>
          <m:mn>5</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>2</m:mn>
          <m:mo>,</m:mo>
          <m:mn>3</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2256724">redsage] 
blueu
</para>
    <para id="id2256745">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>4</m:mn>
          <m:mo>,</m:mo>
          <m:mn>5</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>2</m:mn>
          <m:mo>,</m:mo>
          <m:mn>3</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2256788">redsage] 
blueu+0==0+u
</para>
    <para id="id2256809">1
</para>
    <para id="id2256815">d)</para>
    <equation id="id2256818">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mo form="prefix">para</m:mo>
          <m:mo form="prefix">cada</m:mo>
          <m:mo form="prefix">vector</m:mo>
          <m:mi>u</m:mi>
          <m:mo form="prefix">en</m:mo>
          <m:msup>
            <m:mi>R</m:mi>
            <m:mi>n</m:mi>
          </m:msup>
          <m:mo>,</m:mo>
          <m:mo form="prefix">existe</m:mo>
          <m:mo form="prefix">un</m:mo>
          <m:mo form="prefix">vector</m:mo>
          <m:mo>-</m:mo>
          <m:mi>u</m:mi>
          <m:mo form="prefix">en</m:mo>
          <m:msup>
            <m:mi>R</m:mi>
            <m:mi>n</m:mi>
          </m:msup>
          <m:mo form="prefix">tal</m:mo>
          <m:mo form="prefix">que</m:mo>
          <m:mi>u</m:mi>
          <m:mo>+</m:mo>
          <m:mrow>
            <m:mo>(</m:mo>
            <m:mo>-</m:mo>
            <m:mi>u</m:mi>
            <m:mo>)</m:mo>
          </m:mrow>
          <m:mo>=</m:mo>
          <m:mn>0</m:mn>
          <m:mo>.</m:mo>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2256918">redsage] 
blueu = vector([4,5,-2,3])
</para>
    <para id="id2256960">redsage] 
blueu
</para>
    <para id="id2256981">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>4</m:mn>
          <m:mo>,</m:mo>
          <m:mn>5</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>2</m:mn>
          <m:mo>,</m:mo>
          <m:mn>3</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2257024">redsage] 
blue-u
</para>
    <para id="id2257047">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mo>-</m:mo>
          <m:mn>4</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>5</m:mn>
          <m:mo>,</m:mo>
          <m:mn>2</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>3</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2257094">redsage] 
blueu+(-u)
</para>
    <para id="id2257117">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>0</m:mn>
          <m:mo>,</m:mo>
          <m:mn>0</m:mn>
          <m:mo>,</m:mo>
          <m:mn>0</m:mn>
          <m:mo>,</m:mo>
          <m:mn>0</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2257158">redsage] 
blueu+(-u)==0
</para>
    <para id="id2257181">1
</para>
    <para id="id2257187">e)</para>
    <equation id="id2257190">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>c</m:mi>
          <m:mo>(</m:mo>
          <m:mi>u</m:mi>
          <m:mo>+</m:mo>
          <m:mi>v</m:mi>
          <m:mo>)</m:mo>
          <m:mo>=</m:mo>
          <m:mi>c</m:mi>
          <m:mi>u</m:mi>
          <m:mo>+</m:mo>
          <m:mi>v</m:mi>
          <m:mi>u</m:mi>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2257227">redsage] 
blueu = vector([4,5,-2,3])
</para>
    <para id="id2257268">red
bluev = vector([3,-2,-4,1])
</para>
    <para id="id2257300">red
bluec=2 
</para>
    <para id="id2257328">red
bluec*(u+v)
</para>
    <para id="id2257347">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>14</m:mn>
          <m:mo>,</m:mo>
          <m:mn>6</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>12</m:mn>
          <m:mo>,</m:mo>
          <m:mn>8</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2257390">red
bluec*u+c*v
</para>
    <para id="id2257410">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>14</m:mn>
          <m:mo>,</m:mo>
          <m:mn>6</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>12</m:mn>
          <m:mo>,</m:mo>
          <m:mn>8</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2257453">red
bluec*(u+v)==c*u+c*v
</para>
    <para id="id2257472">1
</para>
    <para id="id2257478">f)</para>
    <equation id="id2257482">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mo>(</m:mo>
          <m:mi>c</m:mi>
          <m:mo>+</m:mo>
          <m:mi>d</m:mi>
          <m:mo>)</m:mo>
          <m:mi>u</m:mi>
          <m:mo>=</m:mo>
          <m:mo form="prefix">cu</m:mo>
          <m:mo>+</m:mo>
          <m:mo form="prefix">du</m:mo>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2257518">red
blueu = vector([4,5,-2,3])
</para>
    <para id="id2257558">red
bluec=2
</para>
    <para id="id2257586">red
blued=3
</para>
    <para id="id2257613">red
blue(c+d)*u
</para>
    <para id="id2257633">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>20</m:mn>
          <m:mo>,</m:mo>
          <m:mn>25</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>10</m:mn>
          <m:mo>,</m:mo>
          <m:mn>15</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2257676">red
bluec*u+d*u
</para>
    <para id="id2257695">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>20</m:mn>
          <m:mo>,</m:mo>
          <m:mn>25</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>10</m:mn>
          <m:mo>,</m:mo>
          <m:mn>15</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2257738">red
blue(c+d)*u==c*u+d*u
</para>
    <para id="id2257758">1
</para>
    <para id="id2257764">g)</para>
    <equation id="id2257767">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mi>c</m:mi>
          <m:mo>(</m:mo>
          <m:mo form="prefix">du</m:mo>
          <m:mo>)</m:mo>
          <m:mo>=</m:mo>
          <m:mo>(</m:mo>
          <m:mo form="prefix">cd</m:mo>
          <m:mo>)</m:mo>
          <m:mi>u</m:mi>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2257801">red
blueu = vector([4,5,-2,3])
</para>
    <para id="id2257842">red
bluec=2
</para>
    <para id="id2257869">red
blued=3
</para>
    <para id="id2257897">red
bluec*(d*u)
</para>
    <para id="id2257917">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>24</m:mn>
          <m:mo>,</m:mo>
          <m:mn>30</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>12</m:mn>
          <m:mo>,</m:mo>
          <m:mn>18</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2257960">red
blue(c*d)*u
</para>
    <para id="id2257979">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>24</m:mn>
          <m:mo>,</m:mo>
          <m:mn>30</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>12</m:mn>
          <m:mo>,</m:mo>
          <m:mn>18</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2258021">red
bluec*(d*u)==(c*d)*u
</para>
    <para id="id2258041">1
</para>
    <para id="id2258048">h)</para>
    <equation id="id2258051">
      <m:math mode="display" overflow="scroll">
        <m:mrow>
          <m:mn>1</m:mn>
          <m:mi>u</m:mi>
          <m:mo>=</m:mo>
          <m:mi>u</m:mi>
        </m:mrow>
      </m:math>
    </equation>
    <para id="id2258071">red
blueu = vector([4,5,-2,3])
</para>
    <para id="id2258111">red
blue1*u
</para>
    <para id="id2258130">
      <m:math overflow="scroll">
        <m:mfenced separators="" open="(" close=")">
          <m:mn>4</m:mn>
          <m:mo>,</m:mo>
          <m:mn>5</m:mn>
          <m:mo>,</m:mo>
          <m:mo>-</m:mo>
          <m:mn>2</m:mn>
          <m:mo>,</m:mo>
          <m:mn>3</m:mn>
        </m:mfenced>
      </m:math>
    </para>
    <para id="id2258174">red
blue1*u==u
</para>
    <para id="id2258193">1
</para>
  </content>
</document>
