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	<title>Quantum Science Philippines &#187; Eigenvalues And Eigenvectors</title>
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		<title>Simple Quantum System:Infinite Square Well Potential</title>
		<link>http://www.quantumsciencephilippines.com/92/simple-quantum-system-infinite-square-well-potential/</link>
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		<pubDate>Tue, 01 Sep 2009 04:24:56 +0000</pubDate>
		<dc:creator>junbonita</dc:creator>
				<category><![CDATA[Eigenvalues And Eigenvectors]]></category>
		<category><![CDATA[Quantum Science Philippines]]></category>
		<category><![CDATA[quantum physics]]></category>
		<category><![CDATA[Array]]></category>
		<category><![CDATA[energy eigenstates]]></category>
		<category><![CDATA[Energy Levels]]></category>
		<category><![CDATA[Expectation Value]]></category>
		<category><![CDATA[Infinite Square]]></category>
		<category><![CDATA[infinite square well potential]]></category>
		<category><![CDATA[Measurement]]></category>
		<category><![CDATA[Mindanao State University]]></category>
		<category><![CDATA[Mindanao State University Iligan Institute Of Technology]]></category>
		<category><![CDATA[Msu Iit Iligan City]]></category>
		<category><![CDATA[Normalization Condition]]></category>
		<category><![CDATA[orhogonal states]]></category>
		<category><![CDATA[Probability]]></category>
		<category><![CDATA[quantum mechanics]]></category>
		<category><![CDATA[Sketch]]></category>
		<category><![CDATA[Wave Function]]></category>
		<category><![CDATA[Wave Functions]]></category>
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		<description><![CDATA[We investigate the properties of a simple quantum system consisting of a particle in a one-dimensional infinite square well potential.]]></description>
			<content:encoded><![CDATA[<p>by <span style="color: #993300;"><strong>JUN BONITA</strong></span></p>
<p>We examine a simple system in quantum mechanics. A particle is in a one dimensional infinite square well potential  where the potential at a given length say <em>L</em> is zero and infinite elsewhere.</p>
<p>The solution to Schrodinger Equation for such a simple system consists of first knowing the initial wave function of the particle. That is, we first solve for wave function at time, <em>t</em>=0 which is given in details by: </p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_a_eqn1.gif" alt="" /></p>
<p>This particular initial state is sketched below. We need to determine the initial wave function <img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_a_eqn2.gif" alt="" /> by finding the normalization constant <em>A</em>.</p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_a_image.jpg" alt="" width="400" height="229" /></p>
<p>To determine A, we substitute the given wavefunction to the normalization condition and carry out the calculations as </p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_a_eqn3.gif" alt="" /></p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_a_eqn4.gif" alt="" /></p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_a_eqn5.gif" alt="" /></p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_a_eqn6.gif" alt="" /></p>
<p><a href="http://www.quantumsciencephilippines.com/wp-content/uploads/2009/04/p5_51.gif"><img class="alignnone size-full wp-image-478" src="http://www.quantumsciencephilippines.com/wp-content/uploads/2009/04/p5_51.gif" alt="" width="82" height="49" /></a></p>
<p><img src="http://www.quantumsciecephilippines.com/images/infinitesquarewellpotential/Infinitewell_a_eqn7.gif" alt="" /></p>
<p>Solution to the Schrodinger Equation, <img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_b_eqn1.gif" alt="" /></p>
<p>The wave function for an infinite square well is then given as</p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_b_eqn2.gif" alt="" /></p>
<p>where</p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_b_eqn3.gif" alt="" /></p>
<p>From the wavefunction above, we must calculate the constant <em>Cn</em>,</p>
<p>At time <img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_b_eqn4.gif" alt="" /> ,the wave function reduces to</p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_b_eqn5.gif" alt="" /></p>
<p>which we can write as</p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_b_eqn6.gif" alt="" /></p>
<p>where</p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_b_eqn7.gif" alt="" /></p>
<p>Then, cn can be calculated by applying inner product, that is,</p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_b_eqn8.gif" alt="" /></p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_b_eqn9.gif" alt="" /></p>
<p>And using the normalized initial wave functions</p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_b_eqn10.gif" alt="" /></p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_b_eqn11.jpg" alt="" /></p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_b_eqn12.gif" alt="" /></p>
<p>Recall that the integral <img src="http://www.quantumsciencephilippines.com/images/Infinitesquarewellpotential/infinitewell_b_eqn13.gif" alt="" /> can be solved using integral by parts,</p>
<p>let</p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_b_eqn14.gif" alt="" /></p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_b_eqn15.gif" alt="" /></p>
<p>then</p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_b_eqn16.gif" alt="" /></p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_b_eqn17.gif" alt="" /></p>
<p><a href="http://www.quantumsciencephilippines.com/wp-content/uploads/2009/04/p5_b_18.gif"><img class="alignnone size-full wp-image-488" src="http://www.quantumsciencephilippines.com/wp-content/uploads/2009/04/p5_b_18.gif" alt="" width="441" height="53" /></a></p>
<p><a href="http://www.quantumsciencephilippines.com/wp-content/uploads/2009/04/p5_b_18-nxt2.gif"><img class="alignnone size-full wp-image-491" src="http://www.quantumsciencephilippines.com/wp-content/uploads/2009/04/p5_b_18-nxt2.gif" alt="" width="507" height="44" /></a></p>
<p>This is easy to evaluate and obtain</p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_b_eqn19.gif" alt="" /></p>
<p>but</p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_b_eqn20.gif" alt="" /></p>
<p>Thus,</p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_b_eqn21.gif" alt="" /></p>
<p>Now we can answer the question as to the probability that a measurement of the energy will yield the value<em> E1</em>?</p>
<p>The energy levels of an infinite square well is given as</p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_c_eqn1.gif" alt="" /></p>
<p>For the ground state, that is n=1 the energy is</p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_c_eqn2.gif" alt="" /></p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_c_eqn3.gif" alt="" /></p>
<p>This is the probability of getting the ground state energy is more than 98 %.</p>
<p>Expectation Values of the Hamiltionian Operator</p>
<p>The Hamiltonian of the quantum system is given by</p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_d_eqn1.gif" alt="" /></p>
<p>where the potential energy function V(x) is equal to,</p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_d_eqn2.gif" alt="" /></p>
<p>We first solve for the expectation value of the total energy.</p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_d_eqn3.gif" alt="" /></p>
<p><a href="http://www.quantumsciencephilippines.com/wp-content/uploads/2009/04/p5_4d.gif"><img class="alignnone size-full wp-image-469" src="http://www.quantumsciencephilippines.com/wp-content/uploads/2009/04/p5_4d.gif" alt="" width="338" height="51" /></a></p>
<p><a href="http://www.quantumsciencephilippines.com/wp-content/uploads/2009/04/p5_4d-nxt1.gif"><img class="alignnone size-full wp-image-481" src="http://www.quantumsciencephilippines.com/wp-content/uploads/2009/04/p5_4d-nxt1.gif" alt="" width="361" height="51" /></a></p>
<p><a href="http://www.quantumsciencephilippines.com/wp-content/uploads/2009/04/p5_5d1.gif"><img class="alignnone size-full wp-image-482" src="http://www.quantumsciencephilippines.com/wp-content/uploads/2009/04/p5_5d1.gif" alt="" width="397" height="51" /></a></p>
<p><a href="http://www.quantumsciencephilippines.com/wp-content/uploads/2009/04/p5_5d.gif"> </a><a href="http://www.quantumsciencephilippines.com/wp-content/uploads/2009/04/p5_5d-nxt1.gif"><img class="alignnone size-full wp-image-483" src="http://www.quantumsciencephilippines.com/wp-content/uploads/2009/04/p5_5d-nxt1.gif" alt="" width="366" height="51" /></a></p>
<p><a href="http://www.quantumsciencephilippines.com/wp-content/uploads/2009/04/p5_5d.gif"><br />
</a></p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_d_eqn6.gif" alt="" /></p>
<p><a href="http://www.quantumsciencephilippines.com/wp-content/uploads/2009/04/p5_7d1.gif"><img class="alignnone size-full wp-image-484" src="http://www.quantumsciencephilippines.com/wp-content/uploads/2009/04/p5_7d1.gif" alt="" width="420" height="51" /></a></p>
<p><a href="http://www.quantumsciencephilippines.com/wp-content/uploads/2009/04/p5_7d-nxt1.gif"><img class="alignnone size-full wp-image-485" src="http://www.quantumsciencephilippines.com/wp-content/uploads/2009/04/p5_7d-nxt1.gif" alt="" width="423" height="51" /></a></p>
<p style="center;"><a href="http://www.quantumsciencephilippines.com/wp-content/uploads/2009/04/p5_7d.gif"><br />
</a></p>
<p style="center;">
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_d_eqn8.gif" alt="" /></p>
<p>The cross terms will vanish since the energy eigenstates are orthogonal to each other.</p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_d_eqn9.gif" alt="" /></p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_d_eqn10.gif" alt="" /></p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_d_eqn11.gif" alt="" /></p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_d_eqn12.gif" alt="" /></p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_d_eqn13.gif" alt="" /></p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_d_eqn14.gif" alt="" /></p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_d_eqn15.gif" alt="" /></p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_d_eqn16.gif" alt="" /></p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_d_eqn17.gif" alt="" /></p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_d_eqn18.jpg" alt="" /></p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_d_eqn19.gif" alt="" /></p>
<p><img src="http://www.quantumsciencephilippines.com/images/infinitesquarewellpotential/Infinitewell_d_eqn20.gif" alt="" /></p>
<p>ABOUT THE AUTHOR:</p>
<p><strong>JUN BONITA</strong> is finishing his M.S. Physics degree in the Mindanao State University-Iligan Institute of Technology (MSU-IIT), Iligan City, Philippines.</p>

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		<title>Eigenvectors and Eigenvalues of a Perturbed Quantum System</title>
		<link>http://www.quantumsciencephilippines.com/579/eigenvectors-and-eigenvalues-of-a-perturbed-quantum-system/</link>
		<comments>http://www.quantumsciencephilippines.com/579/eigenvectors-and-eigenvalues-of-a-perturbed-quantum-system/#comments</comments>
		<pubDate>Wed, 24 Jun 2009 14:17:07 +0000</pubDate>
		<dc:creator>henrilen</dc:creator>
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by  HENRILEN A. CUBIO
Finding the eigenvectors and eigenvalues of the state of a quantum system is one of the most important concepts in quantum mechanics. And it is here where many students get confused.
In order to learn this by heart, one has to do several exercises.  There are many ways that can be employed when [...]]]></description>
			<content:encoded><![CDATA[<div class="goog-ws-content goog-ws-content-ie goog-ws-clear">
<div dir="ltr"><span><span style="medium;">by  <strong>HENRILEN A. CUBIO</strong></p>
<p>Finding the eigenvectors and eigenvalues of the state of a quantum system is one of the most important concepts in quantum mechanics. And it is here where many students get confused.</p>
<p>In order to learn this by heart, one has to do several exercises.  There are many ways that can be employed when we deal with these concepts. Let us have an example problem of determining the eigenvectors and eigenvalues of a perturbed quantum system.</p>
<p><strong>A perturbed quantum system</strong></p>
<p>We consider a quantum system with just three linearly independent states. The Hamiltonian, in matrix form, is</p>
<p></span></span></div>
<div dir="ltr"><span></p>
<div><span style="medium;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn1__.gif" alt="" width="170" height="66" /></span></div>
<div><span style="medium;"><span style="12px;"><span style="16px;"> where <span style="bold;">V</span><span style="sub;"><span style="bold;">0</span> </span>is a constant and <img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn2__.gif" alt="" width="17" height="13" /><span style="#414b56;">is</span> some small number manifesting the perturbation such that <img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn3__.gif" alt="" />.</span></span></span></div>
<p></span></div>
<p>We have learned in quantum mechanics that the perturbed system describes a complicated quantum system but can be expressed in terms of a simpler one. The trick then is to begin with a simpler system for which a solution is known, and add an additional perturbing Hamiltonian that represents a small disturbance to the system. In this problem we are tasked to solve for the eigenvalues and eigenvectors of the perturbed quantum system.</p>
<div dir="ltr">
<div>
<div><span style="medium;">First we need to write down the eigenvalues and eigenvectors of the unperturbed Hamiltonian. </span></div>
<div>
<div>
<div><span style="medium;">The <strong>unperturbed Hamiltonian</strong> in this case is just</span></div>
<div>
<div><span style="medium;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn4__.gif" alt="" width="157" height="63" /></span></div>
<div><span style="medium;"><span style="12px;"><span style="#414b56;"><span style="16px;">For the undisturbed system, it is straightforward to solve the eigenvalue equation</p>
<p></span></span></span></span></div>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn6__.gif" alt="" width="133" height="19" /></div>
<p><span style="medium;">We just solve the characteristic equation in order to get the eigenvalues corresponding to the unperturbed Hamiltonian</p>
<p></span></p>
<div>
<div>
<div><span style="medium;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn7__.gif" alt="" /></span></div>
<div><span style="medium;">In matrix form the above equation is written as</span></div>
</div>
</div>
<div>
<div>
<div>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn8__.gif" alt="" width="238" height="60" /><span style="#414b56;"><span style="medium;">.</span></span></div>
</div>
<p><span style="medium;"> From the above matrix we can easily obtain the determinant so that we can get this expression</p>
<p></span></p>
</div>
</div>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn9__.gif" alt="" /></div>
<div><span style="medium;">The solution to this algebraic equation provides us with the different eigenvalues <span style="12px;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn10__.gif" alt="" /></span> of the simpler, unperturbed Hamiltonian.</span></div>
<div><span style="medium;">Now solving for <span style="12px;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn10__.gif" alt="" />, we have the solution set as</p>
<p></span></span></div>
<div><span style="#414b56;"><span style="12px;"><span style="16px;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn11__.gif" alt="" /></span></span></span></div>
<div><span style="#414b56;"><span style="medium;">The eigenvalues now of the simple quantum system are just </span></span><span style="medium;"></p>
<p></span></div>
<div><span style="medium;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn12__.gif" alt="" /></span></p>
<div>For each eigenvalue of a transformation, there is a corresponding <span class="unicode audiolink">eigenvector.</span> The eigenspace of a given transformation for a particular eigenvalue is the set of the eigenvectors associated to this eigenvalue. A<span style="medium;">fter we have successfully obtained the eigenvalues, we are now tasked to find the corresponding eigenvectors for each eigenvalue.</span></div>
<div><span style="medium;"></p>
<p>For </span><span style="medium;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn13__.gif" alt="" /><span style="#414b56;">, the corresponding matrix equation gives</span></span></div>
<div>
<div>
<div><span style="medium;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn14__.gif" alt="" /></span></div>
</div>
<div><span style="medium;">Therefore</p>
<p></span></div>
<div><span style="medium;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn15__.gif" alt="" /></span><span style="medium;"></p>
<p></span></div>
<div><span style="medium;">The remaining two eigenvectors remain arbitrary. </span><span style="medium;"> The resulting eigenvector for </span><span style="#414b56;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn13__.gif" alt="" /><span style="#414b56;"><span style="medium;"> is then </span></span></span></div>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn16__.gif" alt="" /><span style="medium;"> </span></div>
<p><span style="medium;">Since </span><span style="bold;"><span style="italic;"><span style="medium;">the two </span></span></span><span style="bold;"><span style="italic;"><span style="normal;"><span style="medium;">are arbitrary we have the freedom to choose what their values are and to make things simple  we choose 1 and 0 so that the eigenvectors become</p>
<p></span></span></span></span></p>
</div>
</div>
<div><span style="medium;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn17__.gif" alt="" /></span><span style="medium;"></p>
<p></span></div>
<div><span style="medium;">Similarly, </span></div>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn18__.gif" alt="" /><span style="medium;"> </span></div>
<div><span style="medium;">The linear combination of these eigenvectors is the eigenvector for </span><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn13__.gif" alt="" /></div>
<div>
<div>
<div><span style="medium;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn19__.gif" alt="" /><span style="#414b56;">.</span></span></div>
</div>
<p><span style="#414b56;"><span style="medium;">For </span><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn20__.gif" alt="" /><span style="medium;"> we have the following matrix,</span></span></p>
</div>
<div>
<div><span style="medium;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn21__.gif" alt="" /><span style="#414b56;">.</span></span></div>
<p><span style="medium;"> It is easy to see that </span><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn22__.gif" alt="" /></p>
<p><span style="#414b56;"><span style="medium;"> Since </span><span style="bold;"><span style="medium;">it is</span></span><span style="medium;"> arbitrary we can let any value for it and the most non-trivial and simplest value would be </span></span></p>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn23__.gif" alt="" /><span style="medium;"> </span></div>
<div><span style="medium;">Therefore</span></div>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn24__.gif" alt="" /><span style="#414b56;"><span style="medium;">.</span></span></div>
<p><span style="medium;"> The eigenvectors corresponding to the different eigenvalues of the unperturbed hamiltonian are then written as follows</span></p>
</div>
<div><span style="medium;">For </span><span style="medium;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn25__.gif" alt="" /> or <span style="12px;"><span style="16px;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn13__.gif" alt="" /> we have</span></span></span></div>
<div>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn26__.gif" alt="" /><span style="#414b56;"><span style="medium;">.</span></span></div>
<div><span style="medium;">For </span><span style="medium;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn27__.gif" alt="" /></span><span style="#414b56;"><span style="medium;"> or <img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn20__.gif" alt="" /> <span style="12px;"><span style="16px;">we have</span></span></span></span></div>
<div>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn28__.gif" alt="" /><span style="#414b56;"><span style="medium;">.</span></span><span style="medium;"></p>
<p></span></p>
<div><span style="medium;">For</span><span style="medium;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn25__.gif" alt="" /> or </span><span style="medium;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn13__.gif" alt="" /> we have</span></div>
<div>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn29__.gif" alt="" /><span style="#414b56;"><span style="medium;">.</span></span></div>
<p>If there is a basis defined in a vector space, the vectors can be expressed in terms of components. If we have finite dimensional vector spaces for example with dimension n, the transformations can be represented with n x n square matrices.</p>
</div>
</div>
</div>
</div>
<p><span style="medium;">Next we solve for the exact eigenvalues of </span><span style="bold;"><span style="medium;">H</span></span><span style="medium;">. We expand each of them as power series in </span><span style="medium;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn2__.gif" alt="" /><span style="#414b56;">up</span></span><span style="medium;"> to second order.</span></p>
<div>
<div>
<div style="auto;"><span style="medium;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn1__.gif" alt="" width="162" height="65" /></span></div>
<p><span style="medium;"> Using the characteristic equation again </span><span style="medium;">for solving now the Hamiltonian for the perturbed system we have </span></p>
</div>
<div>
<div>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn32__.gif" alt="" /></div>
</div>
</div>
<p><span style="medium;">Solving for the determinant of this matrix we can easily arrived to this equation</span></p>
<p><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn33__.gif" alt="" /></p>
</div>
<div><span style="medium;"> We can equate the first factor above to zero giving the expression </span></div>
<div><span style="medium;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn34__.gif" alt="" /></span></div>
<div><span style="medium;">This expression yields the first eigenvalue which is </span></div>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn35__.gif" alt="" /></div>
<div><span style="medium;"></p>
<p>Now, equating the second factor to zero again we have</p>
<p></span></div>
<div><span style="medium;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn36__.gif" alt="" /></span></div>
<div><span style="medium;"><span style="12px;"><span style="16px;">This would require us to use the quadratic formula to get the desired roots and so by applying  we can have this expression </span></span></span></div>
</div>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn37__.gif" alt="" /><span style="#414b56;"><span style="medium;">.</span></span><span style="medium;"></p>
<p>Simplifying the right hand side algebraically results to</p>
<p></span></div>
<div>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn38__.gif" alt="" /><span style="#414b56;"><span style="medium;">.</span></span></div>
<div><span style="medium;">The term with the radical sign may be written as</span></div>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn39__.gif" alt="" /></div>
<div><span style="medium;">This is because of the power series expansion, up to second order as was asked, given by</span></div>
<div>
<div><span style="#320000;"><span style="#414b56;"><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn40__.gif" alt="" /><span style="medium;">.</span></span></span></div>
<p><span style="medium;"> Therefore the expression results to</p>
<p></span></p>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn41__.gif" alt="" /></div>
<div>The roots are easily read out separating the + and &#8211; signs</div>
<div><span style="medium;"></p>
<p></span></p>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn42__.gif" alt="" /></div>
<div>We now have the second eigenvalue which is</div>
<div><span style="medium;"></p>
<p></span></p>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn43__.gif" alt="" /></div>
<div>Solving for the third eigenvalue</div>
<div>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn44__.gif" alt="" /></div>
<div>This expression results to</div>
</div>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn45__.gif" alt="" /></div>
<div>Finally, writing down the three desired eigenvalues of the perturbed system</div>
<div>The first one is,</div>
<div><span style="medium;"> </span></p>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn46__.gif" alt="" /></div>
<div>The second eigenvalue results to,</div>
<div><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn47__.gif" alt="" /></div>
<div>and the third and last eigenvalue is</div>
<div>
<p><img src="http://www.quantumsciencephilippines.com/images/henrilen/eigenvalue-eqn48__.gif" alt="" /></p>
<p>The eigenvalue problem simply tells us that under the transformation, the eigenvectors experience only changes in magnitude and sign. The result of the eigenvalue shows the amount of stretch or shrink to which a vector is subjected when transformed.</p>
<div><span style="medium;"></p>
<p>About the author:</p>
<p>Henrilen is a graduate student of physics at MSU-IIT . She hopes to do many researches someday that could truly benefit the people not only in this country but as well as for the whole world.</p>
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		<title>Simultaneous Diagonalization of Hermitian Matrices</title>
		<link>http://www.quantumsciencephilippines.com/216/simultaneous-diagonalization-hermitian-matrices/</link>
		<comments>http://www.quantumsciencephilippines.com/216/simultaneous-diagonalization-hermitian-matrices/#comments</comments>
		<pubDate>Sat, 09 May 2009 05:38:40 +0000</pubDate>
		<dc:creator>mjayyy_85</dc:creator>
				<category><![CDATA[Eigenvalues And Eigenvectors]]></category>
		<category><![CDATA[Hermitian Operators]]></category>
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		<category><![CDATA[diagonalization of hermitian matrices]]></category>
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		<description><![CDATA[by MARYJANE D. MADULARA
In an earlier post about the properties of Hermitian operators, it was noted that quantum operators of physical significance are Hermitian by type. Here we discuss more fully about Hermitian matrices.
A n x n matrix is Hermitian if it is equal to its corresponding adjoint matrix. Now, for each Hermitian matrix, it [...]]]></description>
			<content:encoded><![CDATA[<p style="center;">by <strong>MARYJANE D. MADULARA</strong></p>
<p style="center;">In an earlier post about the properties of Hermitian operators, it was noted that quantum operators of physical significance are Hermitian by type. Here we discuss more fully about Hermitian matrices.</p>
<p style="center;">A n x n matrix is Hermitian if it is equal to its corresponding adjoint matrix. Now, for each Hermitian matrix, it may be diagonalized by a unitary transformation to its basis. That is by using a unitary matrix composed of eigenvectors of the Hermitian matrix.</p>
<p style="center;">But what can be done for two Hermitian matrices?</p>
<p style="center;">The good thing is that they may be simultaneously diagonalized. This can be done by finding the eigenvectors common to both. And then by verifying that under a unitary transformation to this basis, both matrices are diagonalized.</p>
<p style="center;">Let us consider the following Hermitian matrices.</p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn1.gif" alt="" /></p>
<p style="center;"><strong>EIGENVALUES AND EIGENVECTORS</strong></p>
<p style="center;">i) For <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn2.gif" alt="" /> Look first for the eigenvalue <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn3.gif" alt="" /> by solving it from the determinant,</p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn4.gif" alt="" /></p>
<p style="center;">So that by using the basket rule in solving matrices,</p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn5.gif" alt="" width="405" height="142" /></p>
<p style="center;">This will give us the values, <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn6.gif" alt="" /></p>
<p style="center;">a. for <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn7.gif" alt="" /></p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn8.gif" alt="" /></p>
<p style="center;">For simplicity, first choose <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn9.gif" alt="" /></p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn10.gif" alt="" /></p>
<p style="center;">Next, choose <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn11.gif" alt="" /></p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn12.gif" alt="" /></p>
<p style="center;">b. for <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn13.gif" alt="" /></p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn14.gif" alt="" /></p>
<p style="center;">So choose <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn15.gif" alt="" />,</p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn16.gif" alt="" /></p>
<p style="center;">ii) For <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn17.gif" alt="" /> Again look first for the eigenvalue <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn18.gif" alt="" /> by solving it from the determinant,</p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn19.gif" alt="" /></p>
<p style="center;">Then by using again the basket rule for matrices,</p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn20.gif" alt="" width="485" height="135" /></p>
<p style="center;">This will give us the values,<img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn21.gif" alt="" /></p>
<p style="center;">a. for <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn22.gif" alt="" /></p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn23.gif" alt="" /></p>
<p style="center;"><img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn24.gif" alt="" /></p>
<p style="center;">The resulting equation will then be,</p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn25.gif" alt="" /></p>
<p style="center;"><img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn26.gif" alt="" width="500" height="50" /></p>
<p style="center;">This results to,</p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn27.gif" alt="" /></p>
<p style="center;">Now choose <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn28.gif" alt="" /> so that,</p>
<p style="center;"><img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn29.gif" alt="" /></p>
<p style="center;">b. for <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn30.gif" alt="" /></p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn31.gif" alt="" /></p>
<p style="center;"><img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn32.gif" alt="" width="450" /></p>
<p style="center;">Then choose the values to be <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn33.gif" alt="" /></p>
<p style="center;"><img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn34.gif" alt="" /></p>
<p style="center;">c. for <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn35.gif" alt="" /></p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn36.gif" alt="" /></p>
<p style="center;"><img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn37.gif" alt="" /></p>
<p style="center;">The resulting equation will then be,</p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn38.gif" alt="" /></p>
<p style="center;"><img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn39.gif" alt="" /></p>
<p style="center;">This will give us,</p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn40.gif" alt="" /></p>
<p style="center;">Since <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn41.gif" alt="" /> the second term will cancel out to zero, so that this will only then become,</p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn42.gif" alt="" /></p>
<p style="center;">Then choose <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn43.gif" alt="" /> so that,</p>
<p style="center;"><img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn44.gif" alt="" /></p>
<p style="center;">
<p style="center;"><strong>So here are the common eigenvectors of <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn45.gif" alt="" /> and <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn46.gif" alt="" /></strong></p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn47.gif" alt="" /></p>
<p style="center;"><strong>UNITARY TRANSFORMATION</strong></p>
<p style="center;">Now for the Unitary transformation matrix,</p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn48.gif" alt="" width="400" height="104" /></p>
<p style="center;">Verify if <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn49.gif" alt="" width="60" height="26" /></p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn50.gif" alt="" width="400" height="111" /></p>
<p style="center;">Finally, using this unitary transformation, find out if <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn51.gif" alt="" /> and <img src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn52.gif" alt="" /> are diagonalized.</p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn53.gif" alt="" /></p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn54.gif" alt="" width="400" height="100" /></p>
<p style="center;"><span style="line-through;"><span style="line-through;"><span style="line-through;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn55.gif" alt="" width="300" height="100" /></span></span></span></p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn56.gif" alt="" /></p>
<p style="center;">
<p style="center;">
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn57.gif" alt="" /></p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn58.gif" alt="" width="400" height="108" /></p>
<p style="center;"><span style="line-through;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn59.gif" alt="" width="350" height="108" /></span></p>
<p style="center;"><img class="aligncenter" src="http://www.quantumsciencephilippines.com/images/hermitian-operators/linearOp3eqn60.gif" alt="" /></p>
<p>Thus we have described the properties of Hermitian operators in terms of its eigenvalues and eigenvectors. We have also shown that two Hermitian matrices can both be diagonalized through a unitary transformation.</p>
<p>About the Author:</p>
<p>Maryjane D. Madulara is presently pursuing a masters degree in physics at MSU-Iligan Institute of Technology (MSU-IIT) in Iligan City, Philippines. Computational physics research is her subject of interest. &#8220;Something new for the scientific community&#8221; is her motivation to continue, dream big, and do more. She hopes to finish a doctoral degree abroad.</p>

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