<?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>0035-001X</journal-id>
<journal-title><![CDATA[Revista mexicana de física]]></journal-title>
<abbrev-journal-title><![CDATA[Rev. mex. fis.]]></abbrev-journal-title>
<issn>0035-001X</issn>
<publisher>
<publisher-name><![CDATA[Sociedad Mexicana de Física]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0035-001X2006000900009</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Dinámica de osciladores acoplados por radiación]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Rivera-Ramírez]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Parravano]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Cosenza]]></surname>
<given-names><![CDATA[M. G.]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Universidad de Los Andes Centro de Física Fundamental Área de Caos y Sistemas Complejos]]></institution>
<addr-line><![CDATA[Mérida ]]></addr-line>
<country>Venezuela</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>05</month>
<year>2006</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>05</month>
<year>2006</year>
</pub-date>
<volume>52</volume>
<fpage>32</fpage>
<lpage>34</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S0035-001X2006000900009&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S0035-001X2006000900009&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S0035-001X2006000900009&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Se diseñó y construyó un sistema electrónico de osciladores luminosos para estudiar experimentalmente el surgimiento de auto-organización cuando la radiación actúa como mecanismo de acoplamiento entre los osciladores. El montaje experimental consiste en un conjunto de LEDs (diodos emisores de luz) pulsados y fotorresistencias. La distancia entre los elementos osciladores puede variarse para modificar el grado de acoplamiento entre ellos. El sistema es heterogéneo debido a las diferencias existentes entre los distintos componentes electrónicos de cada oscilador. Se observó la ocurrencia de fenómenos de sincronización y formación de patrones espacio-temporales en este sistema.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[A system of electronic oscillators was designed to study experimentally the emergence of self-organization when the radiation acts as the mechanism of interacction between the oscilators. The experimental array consists of a set of pulsed LEDs (Light Emision Diodes) and photo-resistors. The distance between the oscillating elements can be varied in order to modify the degree of coupling among them. The system is not completely homogeneous due to existing differences among the different electronic components of each oscillator. The occurrence of out of phase synchronization and the formation of spatiotemporal patterns are observed in this system.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Osciladores dinamicos]]></kwd>
<kwd lng="es"><![CDATA[sistemas acoplados]]></kwd>
<kwd lng="es"><![CDATA[auto-organización]]></kwd>
<kwd lng="es"><![CDATA[sincronización]]></kwd>
<kwd lng="en"><![CDATA[Dynamical oscillators]]></kwd>
<kwd lng="en"><![CDATA[coupled systems]]></kwd>
<kwd lng="en"><![CDATA[self-organization]]></kwd>
<kwd lng="en"><![CDATA[syncronization]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[ <p align="justify"><font face="verdana" size="4">F&iacute;sica Estad&iacute;stica </font></p>     <p align="center"><font face="verdana" size="2">&nbsp;</font></p>     <p align="center"><font face="verdana" size="4"><b>Din&aacute;mica de osciladores acoplados por radiaci&oacute;n</b></font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="center"><font face="verdana" size="2"><b>H. Rivera&#150;Ram&iacute;rez, A. Parravano y M. G. Cosenza</b></font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><i>Universidad de Los Andes, Centro de F&iacute;sica Fundamental, &Aacute;</i><i>rea de Caos y Sistemas Complejos, Apartado Postal 26, La Hechicera, M&eacute;rida 5251, Venezuela</i></font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2">Recibido el 15 de enero de 2004    <br> Aceptado el 19 de junio de 2004</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>Resumen</b></font></p>     <p align="justify"><font face="verdana" size="2">Se dise&ntilde;&oacute; y construy&oacute; un sistema electr&oacute;nico de osciladores luminosos para estudiar experimentalmente el surgimiento de auto&#150;organizaci&oacute;n cuando la radiaci&oacute;n act&uacute;a como mecanismo de acoplamiento entre los osciladores. El montaje experimental consiste en un conjunto de LEDs (diodos emisores de luz) pulsados y fotorresistencias. La distancia entre los elementos osciladores puede variarse para modificar el grado de acoplamiento entre ellos. El sistema es heterog&eacute;neo debido a las diferencias existentes entre los distintos componentes electr&oacute;nicos de cada oscilador. Se observ&oacute; la ocurrencia de fen&oacute;menos de sincronizaci&oacute;n y formaci&oacute;n de patrones espacio&#150;temporales en este sistema.</font></p>     <p align="justify"><font face="verdana" size="2"><b>Descriptores:</b> Osciladores dinamicos; sistemas acoplados; auto&#150;organizaci&oacute;n; sincronizaci&oacute;n.</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">A system of electronic oscillators was designed to study experimentally the emergence of self&#150;organization when the radiation acts as the mechanism of interacction between the oscilators. The experimental array consists of a set of pulsed LEDs (Light Emision Diodes) and photo&#150;resistors. The distance between the oscillating elements can be varied in order to modify the degree of coupling among them. The system is not completely homogeneous due to existing differences among the different electronic components of each oscillator. The occurrence of out of phase synchronization and the formation of spatiotemporal patterns are observed in this system.</font></p>     <p align="justify"><font face="verdana" size="2"><b>Keywords:</b> Dynamical oscillators; coupled systems; self&#150;organization; syncronization.</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2">PACS: 05.45.Xt</font></p>     ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><a href="/pdf/rmf/v52s3/v52s3a9.pdf">DESCARGAR ART&Iacute;CULO EN FORMATO PDF</a></font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>Agradecimientos</b></font></p>     <p align="justify"><font face="verdana" size="2">Este trabajo fue apoyado por el Consejo de Estudios de Postgrado y por el Consejo de Desarrollo Cient&iacute;fico, Human&iacute;stico y Tecnol&oacute;gico, ambos de la Universidad de Los Andes, M&eacute;rida, Venezuela.</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>Referencias</b></font></p>     <!-- ref --><p align="justify"><font face="verdana" size="2">1. A. Parravano y M.G. Cosenza, <i>Int. 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