<?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>2218-3620</journal-id>
<journal-title><![CDATA[Revista Universidad y Sociedad]]></journal-title>
<abbrev-journal-title><![CDATA[Universidad y Sociedad]]></abbrev-journal-title>
<issn>2218-3620</issn>
<publisher>
<publisher-name><![CDATA[Editorial "Universo Sur"]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2218-36202020000100237</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Simulación de una antena yagi uda utilizando métodos de optimización basado en algoritmos genéticos]]></article-title>
<article-title xml:lang="en"><![CDATA[Simulation of a yagi uda antenna using optimization methods based on genetic algorithms]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Díaz Chang]]></surname>
<given-names><![CDATA[Bolívar Agustín]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Torres Quijije]]></surname>
<given-names><![CDATA[Ángel Iván]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Cela Jaramillo]]></surname>
<given-names><![CDATA[Ingrid Estefanía]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Macías Rivera]]></surname>
<given-names><![CDATA[Jonathan Alexander]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Técnica Estatal de Quevedo  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Ecuador</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>02</month>
<year>2020</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>02</month>
<year>2020</year>
</pub-date>
<volume>12</volume>
<numero>1</numero>
<fpage>237</fpage>
<lpage>243</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_arttext&amp;pid=S2218-36202020000100237&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_abstract&amp;pid=S2218-36202020000100237&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_pdf&amp;pid=S2218-36202020000100237&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[RESUMEN El artículo aborda la utilización de métodos de optimización basados en AG (algoritmos genéticos) para el diseño de antenas, con el objetivo de obtener una antena yagi uda con parámetros de radiación óptimos que se podrán observar mediante la herramienta de simulación 4nec2. Mediante este método se ajustan las dimensiones físicas del diseño, para obtener una antena yagi uda compuesta por elementos de diferente longitud y espaciados no uniformemente, con el fin de maximizar la directividad del diseño y cumplir con los requerimientos en lo referente a impedancias de la antena, ancho de lóbulos principales y numero de lóbulo secundarios, relación frente-atrás. Para ello en la primera etapa del desarrollo se obtuvo una tabla comparativa entre los métodos de optimización, luego se realizó el diseño de antenas yagi compuestas por 5, 7, 12, 15 y 17 elementos para posteriormente realizar la simulación 4nec2 para obtener sus parámetros de radiación y con los resultados obtenidos en las simulaciones de cada diseño se ejecutó un análisis comparativo de las antenas diseñadas por algoritmos genéticos con respecto a las antenas diseñadas por el método tradicional obteniendo como resultado que evidentemente se logró el objetivo de optimizar la ganancia de las antenas mediante el uso de AG]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[ABSTRACT The article is about the optimization methods used in AG (genetic algorithms) for the design of antennas, with the aim of obtaining a yagi uda antenna with optical radiation parameters that can be detected by means of the 4nec2 simulation tool. Through this method, the physical dimensions of the design are adjusted to obtain a yagi uda antenna composed of elements of different lengths and not evenly spaced, in order to maximize the directivity of the design and meet the requirements regarding antenna impedances, width of main lobes and number of secondary lobe, front-back relationship. For this, in the first stage of the development a comparative table was obtained between the optimization methods, then the design of yagi antennas made up of 5, 7, 12, 15 and 17 elements was carried out so that the 4nec2 simulation was carried out to obtain its radiation parameters and with the results obtained in the simulations of each design, a comparative analysis of the antennas controlled by genetic algorithms with respect to the antennas controlled by the traditional method was executed, obtaining as a result that obviously the objective of improving the gain of the antennas by using AG.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Algoritmos genéticos]]></kwd>
<kwd lng="es"><![CDATA[antena yagi uda]]></kwd>
<kwd lng="es"><![CDATA[patrones de radiación]]></kwd>
<kwd lng="es"><![CDATA[directividad]]></kwd>
<kwd lng="es"><![CDATA[optimización]]></kwd>
<kwd lng="en"><![CDATA[Genetic algorithms]]></kwd>
<kwd lng="en"><![CDATA[yagi uda antenna]]></kwd>
<kwd lng="en"><![CDATA[radiation patterns]]></kwd>
<kwd lng="en"><![CDATA[directivity]]></kwd>
<kwd lng="en"><![CDATA[optimization]]></kwd>
</kwd-group>
</article-meta>
</front><back>
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