<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>1870-3542</journal-id>
<journal-title><![CDATA[Revista mexicana de física E]]></journal-title>
<abbrev-journal-title><![CDATA[Rev. mex. fís. E]]></abbrev-journal-title>
<issn>1870-3542</issn>
<publisher>
<publisher-name><![CDATA[Sociedad Mexicana de Física]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1870-35422012000100006</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Teaching the mathematics of quantum entanglement using elementary mathematical tools]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Gómez-Rodríguez]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Aragón]]></surname>
<given-names><![CDATA[J.-L.]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Universidad Nacional Autónoma de México Instituto de Física Departamento de Materia Condensada]]></institution>
<addr-line><![CDATA[México D.F]]></addr-line>
<country>México</country>
</aff>
<aff id="A02">
<institution><![CDATA[,Universidad Nacional Autónoma de México Centro de Física Aplicada Departamento de Nanotecnología]]></institution>
<addr-line><![CDATA[Querétaro ]]></addr-line>
<country>México</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2012</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2012</year>
</pub-date>
<volume>58</volume>
<numero>1</numero>
<fpage>61</fpage>
<lpage>66</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S1870-35422012000100006&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S1870-35422012000100006&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S1870-35422012000100006&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[We address the problem of teaching the mathematics of entanglement using only elementary linear algebra. For this goal, we first discuss tensor products using only matrix multiplication and with this we discuss entanglement for pure bipartite systems of arbitrary dimensions. We show how to assess entanglement using only Gaussian methods, i.e. the row reduced echelon form of the familiar Gauss-Jordan algorithm for solving systems of linear equations. In this way we can present entanglement avoiding the difficulties of tensor products and without the Schmidt decomposition. Some elementary examples are provided together with MATLAB scripts. A Gaussian algorithm for the factorization of unentangled states is given.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Entanglement]]></kwd>
<kwd lng="en"><![CDATA[tensor products]]></kwd>
<kwd lng="en"><![CDATA[linear algebra]]></kwd>
<kwd lng="en"><![CDATA[Gaussian methods]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[  	    <p align="justify"><font face="verdana" size="4">Ense&ntilde;anza</font></p>      <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="center"><font face="verdana" size="4"><b>Teaching the mathematics of quantum entanglement using elementary mathematical tools</b></font></p>      <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="center"><font face="verdana" size="2"><b>A. G&oacute;mez&#45;Rodr&iacute;guez<sup>a</sup> and J.&#45;L. Arag&oacute;n<sup>b</sup></b></font></p>  	    <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><i><sup>a</sup> Departamento de Materia Condensada, Instituto de F&iacute;sica, Universidad Nacional Aut&oacute;noma de M&eacute;xico, Coyoac&aacute;n 04510, Apartado Postal 20&#45;364, 01000, M&eacute;xico D.F, 01000 M&eacute;xico, e&#45;mail: </i><a href="mailto:alfredo@fÃ­sica.unam.mx">alfredo@f&iacute;sica.unam.mx</a></font></p>      <p align="justify"><font face="verdana" size="2"><i><sup>b</sup> Departamento de Nanotecnolog&iacute;a, Centro de F&iacute;sica Aplicada y Tecnolog&iacute;a Avanzada, Universidad Nacional Aut&oacute;noma de M&eacute;xico, Apartado Postal 1&#45;1010, Quer&eacute;taro, 76000, M&eacute;xico, e&#45;mail:</i> <a href="mailto:aragon@fata.unam.mx">aragon@fata.unam.mx</a></font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2">Recibido el 17 de noviembre de 2011;     <br>   Aceptado el 16 de enero de 2012</font></p>      <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>Abstract</b></font></p>     <p align="justify"><font face="verdana" size="2">We address the problem of teaching the mathematics of entanglement using only elementary linear algebra. For this goal, we first discuss tensor products using only matrix multiplication and with this we discuss entanglement for pure bipartite systems of arbitrary dimensions. We show how to assess entanglement using only Gaussian methods, <i>i.e.</i> the row reduced echelon form of the familiar Gauss&#45;Jordan algorithm for solving systems of linear equations. In this way we can present entanglement avoiding the difficulties of tensor products and without the Schmidt decomposition. Some elementary examples are provided together with MATLAB scripts. A Gaussian algorithm for the factorization of unentangled states is given.</font></p>      <p align="justify"><font face="verdana" size="2"><b>Keywords:</b> Entanglement; tensor products; linear algebra; Gaussian methods.</font></p>  	    <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2">PACS: 03.65.Ud; 02.10.Ud</font></p>  	    <p align="justify"><font face="verdana" size="2">&nbsp;</font></p> 	    <p align="justify"><font face="verdana" size="2"><a href="/pdf/rmfe/v58n1/v58n1a6.pdf" target="_blank">DESCARGAR ART&Iacute;CULO EN FORMATO PDF</a></font></p> 	    ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>References</b></font></p>     <!-- ref --><p align="justify"><font face="verdana" size="2">1. M.A. Nielsen, I.L. Chuang, <i>Quantum Computation and Quantum Information,</i> (Cambridge University Press 2000).    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=8457861&pid=S1870-3542201200010000600001&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>      <!-- ref --><p align="justify"><font face="verdana" size="2">2. A. Aczel, <i>Entanglement, the greatest mystery in Physics</i> (Four Walls Eight Windows, New York, 2002).    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=8457863&pid=S1870-3542201200010000600002&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">3. C. Isham, <i>Lectures on Quantum Theory: Mathematical and Structure Foundations</i> (Imperial College Press, London, 1995).    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=8457865&pid=S1870-3542201200010000600003&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">4. S. Awodey, <i>Category Theory</i> (Clarendon Press, Oxford, 2006).    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=8457867&pid=S1870-3542201200010000600004&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    ]]></body>
<body><![CDATA[<!-- ref --><p align="justify"><font face="verdana" size="2">5. G. Strang, <i>Linear Algebra and its Applications,</i> Fourth edition, (Wellesley&#45;Cambridge Press, Wellesley MA, 2009).    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=8457869&pid=S1870-3542201200010000600005&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">6. C.F. Van Loan, <i>Journal of Computational and Applied Mathematics</i> 123 (2000) 85&#45;100.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=8457871&pid=S1870-3542201200010000600006&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>  	    <!-- ref --><p align="justify"><font face="verdana" size="2">7. W. Allen, <i>Without Feathers</i> (Ballantine Books, NY, 1983).    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=8457873&pid=S1870-3542201200010000600007&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>      ]]></body><back>
<ref-list>
<ref id="B1">
<label>1</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Nielsen]]></surname>
<given-names><![CDATA[M.A.]]></given-names>
</name>
<name>
<surname><![CDATA[Chuang]]></surname>
<given-names><![CDATA[I.L.]]></given-names>
</name>
</person-group>
<source><![CDATA[Quantum Computation and Quantum Information]]></source>
<year>2000</year>
<publisher-name><![CDATA[Cambridge University Press]]></publisher-name>
</nlm-citation>
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<person-group person-group-type="author">
<name>
<surname><![CDATA[Aczel]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<source><![CDATA[Entanglement, the greatest mystery in Physics]]></source>
<year>2002</year>
<publisher-loc><![CDATA[New York ]]></publisher-loc>
<publisher-name><![CDATA[Four Walls Eight Windows]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B3">
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<name>
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<given-names><![CDATA[C.]]></given-names>
</name>
</person-group>
<source><![CDATA[Lectures on Quantum Theory: Mathematical and Structure Foundations]]></source>
<year>1995</year>
<publisher-loc><![CDATA[London ]]></publisher-loc>
<publisher-name><![CDATA[Imperial College Press]]></publisher-name>
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<person-group person-group-type="author">
<name>
<surname><![CDATA[Awodey]]></surname>
<given-names><![CDATA[S.]]></given-names>
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</person-group>
<source><![CDATA[Category Theory]]></source>
<year>2006</year>
<publisher-loc><![CDATA[Oxford ]]></publisher-loc>
<publisher-name><![CDATA[Clarendon Press]]></publisher-name>
</nlm-citation>
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<ref id="B5">
<label>5</label><nlm-citation citation-type="book">
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<name>
<surname><![CDATA[Strang]]></surname>
<given-names><![CDATA[G.]]></given-names>
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</person-group>
<source><![CDATA[Linear Algebra and its Applications]]></source>
<year>2009</year>
<edition>Fourth</edition>
<publisher-loc><![CDATA[Wellesley^eMA MA]]></publisher-loc>
<publisher-name><![CDATA[Wellesley-Cambridge Press]]></publisher-name>
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<name>
<surname><![CDATA[Van Loan]]></surname>
<given-names><![CDATA[C.F.]]></given-names>
</name>
</person-group>
<source><![CDATA[Journal of Computational and Applied Mathematics]]></source>
<year>2000</year>
<volume>123</volume>
<page-range>85-100</page-range></nlm-citation>
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<given-names><![CDATA[W.]]></given-names>
</name>
</person-group>
<source><![CDATA[Without Feathers]]></source>
<year>1983</year>
<publisher-loc><![CDATA[NY ]]></publisher-loc>
<publisher-name><![CDATA[Ballantine Books]]></publisher-name>
</nlm-citation>
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</ref-list>
</back>
</article>
