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  <name xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">The Eigenvalue Problem:  Exercises</name>
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  <md:version xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">2.2</md:version>
  <md:created xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">2002/02/04</md:created>
  <md:revised xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">2002/07/19 00:00:00.002 GMT-5</md:revised>
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      <md:author xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="cox">
      <md:firstname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Steven</md:firstname>
      
      <md:surname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Cox</md:surname>
      <md:email xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">cox@rice.edu</md:email>
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      <md:firstname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Charlet</md:firstname>
      
      <md:surname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Reedstrom</md:surname>
      <md:email xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">charlet@rice.edu</md:email>
    </md:maintainer>
    <md:maintainer xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="cox">
      <md:firstname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Steven</md:firstname>
      
      <md:surname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Cox</md:surname>
      <md:email xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">cox@rice.edu</md:email>
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  <md:keywordlist xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">
    <md:keyword xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Eigenvalue</md:keyword>
    <md:keyword xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">eigenvector</md:keyword>
  </md:keywordlist>

  <md:abstract xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">(Blank Abstract)</md:abstract>
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  <content xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">
    <section xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="exercises">
      <name xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Exercises</name>
    <para xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="problems">
	<list xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="probs" type="enumerated">
	  <item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Argue as in <cnxn xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" document="m10491" target="prop1" strength="8">
	Proposition 1</cnxn> in the discussion of the partial fraction
	expansion of the transfer function that if <m:math>
	      <m:apply>
		<m:neq/>
		<m:ci>j</m:ci>
		<m:ci>k</m:ci>
	      </m:apply>
	    </m:math> then
	    <m:math>
	      <m:apply>
		<m:eq/>
		<m:apply>
		  <m:times/>
		  <m:ci><m:msub>
		      <m:mi>D</m:mi><m:mi>j</m:mi>
		    </m:msub></m:ci>
		  <m:ci><m:msub>
		      <m:mi>P</m:mi><m:mi>k</m:mi>
		    </m:msub></m:ci>
		</m:apply>
		<m:apply>
		  <m:times/>
		  <m:ci><m:msub>
		      <m:mi>P</m:mi><m:mi>j</m:mi>
		    </m:msub></m:ci>
		  <m:ci><m:msub>
		      <m:mi>D</m:mi><m:mi>k</m:mi>
		    </m:msub></m:ci>
		</m:apply>
		<m:cn>0</m:cn>
	      </m:apply>
	    </m:math>.</item>

	  <item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Argue from <cnxn xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" document="m10492" target="eq9.17" strength="8">this equation</cnxn> from the
	  discussion of the Spectral Representation that
	    <m:math>
	      <m:apply>
		<m:eq/>
		<m:apply>
		  <m:times/>
		  <m:ci><m:msub>
		      <m:mi>D</m:mi><m:mi>j</m:mi>
		    </m:msub></m:ci>
		  <m:ci><m:msub>
		      <m:mi>P</m:mi><m:mi>j</m:mi>
		    </m:msub></m:ci>
		</m:apply>
		<m:apply>
		  <m:times/>
		  <m:ci><m:msub>
		      <m:mi>P</m:mi><m:mi>j</m:mi>
		    </m:msub></m:ci>
		  <m:ci><m:msub>
		      <m:mi>D</m:mi><m:mi>j</m:mi>
		    </m:msub></m:ci>
		</m:apply>
		<m:ci><m:msub>
		    <m:mi>D</m:mi><m:mi>j</m:mi>
		  </m:msub></m:ci>
	      </m:apply>
	    </m:math>.</item>

	  <item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">The two previous exercises come in very handy when
	computing powers of matrices. For example, suppose
	<m:math><m:ci>B</m:ci></m:math> is 4-by-4, that
	    <m:math>
	      <m:apply>
		<m:eq/>
		<m:ci>h</m:ci>
		<m:cn>2</m:cn>
	      </m:apply>
	    </m:math> and
	    <m:math>
	      <m:apply>
		<m:eq/>
		<m:ci><m:msub>
		    <m:mi>m</m:mi><m:mn>1</m:mn>
		  </m:msub></m:ci>
		<m:ci><m:msub>
		    <m:mi>m</m:mi><m:mn>2</m:mn>
		  </m:msub></m:ci>
		<m:cn>2</m:cn>
	      </m:apply>
	    </m:math>. Use the spectral representation of
	<m:math><m:ci>B</m:ci></m:math> together with the first two
	exercises to arrive at simple formulas for
	    <m:math>
	      <m:apply>
		<m:power/>
		<m:ci>B</m:ci>
		<m:cn>2</m:cn>
	      </m:apply>
	    </m:math> and
	    <m:math>
	     <m:apply>
		<m:power/>
		<m:ci>B</m:ci>
		<m:cn>3</m:cn>
	      </m:apply>
	    </m:math>.</item>

	  <item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Compute the spectral representation of the circulant
	matrix 
	    <m:math display="block">
	      <m:apply>
		<m:eq/>
		<m:ci>B</m:ci>
		<m:matrix>
		  <m:matrixrow>
		    <m:cn>2</m:cn> 
		    <m:cn>8</m:cn>
		    <m:cn>6</m:cn> 
		    <m:cn>4</m:cn> 
		  </m:matrixrow>
		  <m:matrixrow>
		    <m:cn>4</m:cn> 
		    <m:cn>2</m:cn> 
		    <m:cn>8</m:cn> 
		    <m:cn>6</m:cn>
		  </m:matrixrow>
		  <m:matrixrow> 
		    <m:cn>6</m:cn> 
		    <m:cn>4</m:cn>
		    <m:cn>2</m:cn> 
		    <m:cn>8</m:cn> 
		  </m:matrixrow>
		  <m:matrixrow>
		    <m:cn>8</m:cn> 
		    <m:cn>6</m:cn> 
		    <m:cn>4</m:cn> 
		    <m:cn>2</m:cn>
		  </m:matrixrow>
		</m:matrix>
	      </m:apply></m:math>  Carefully label all
	    eigenvalues, eigenprojections and eigenvectors.

	  </item>
	</list>
      </para>
    </section>
  </content>
  
</document>
