{"id":82880,"date":"2000-01-01T00:00:00","date_gmt":"2000-01-01T00:00:00","guid":{"rendered":""},"modified":"2000-01-01T00:00:00","modified_gmt":"2000-01-01T00:00:00","slug":"modelo-de-un-sistema-para-la-seleccion-automatica-en-dominios-complejos-con-una-estrategia-cooperativa-de-conjuntos-de-entrenamiento-y-arquitecturas-ideales-de-redes-de-neuronas-artificiales-utiliza","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/matematicas\/modelo-de-un-sistema-para-la-seleccion-automatica-en-dominios-complejos-con-una-estrategia-cooperativa-de-conjuntos-de-entrenamiento-y-arquitecturas-ideales-de-redes-de-neuronas-artificiales-utiliza\/","title":{"rendered":"Modelo de un sistema para la seleccion automatica en dominios complejos, con una estrategia cooperativa, de conjuntos de entrenamiento y arquitecturas ideales de redes de neuronas artificiales utilizando algoritmos geneticos."},"content":{"rendered":"<h2>Tesis doctoral de <strong> Julian Dorado De La Calle <\/strong><\/h2>\n<p>Esta tesis estudia el desarrollo de un modelo de sistema evolutivo y distribuido para la automatizaci\u00f3n y optimizaci\u00f3n de la construcci\u00f3n de rr.Nn.Aa. Que se apliquen a dominios complejos. Los trabajos de investigaci\u00f3n se centran en cuatro \u00e1reas:  * identificar, de forma autom\u00e1tica, configuraciones \u00f3ptimas de capas, elementos de proceso (ep) y par\u00e1metros de los ep, evitando el proceso de prueba y error que, actualmente, realiza el dise\u00f1ador de la red.  * dise\u00f1ar un m\u00e9todo para la selecci\u00f3n de un conjunto de entrenamiento \u00f3ptimo a partir de series temporales, complementando as\u00ed los m\u00e9todos existentes para la discriminaci\u00f3n de variables de entrada.  * se propone un m\u00e9todo alternativo para el proceso de entrenamiento de rr.Nn.Aa. ya que, al aplicarlas a problemas complejos, como la predicci\u00f3n en el dominio temporal, los m\u00e9todos de gradiente presentan problemas de m\u00ednimos locales.  * por \u00faltimo, se pretende armonizar, con una aproximaci\u00f3n cooperativa, las distintas fases de desarrollo de la rna: dise\u00f1o del conjunto de entrenamiento, ajuste de los par\u00e1metros de la arquitectura y proceso de entrenamiento.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Modelo de un sistema para la seleccion automatica en dominios complejos, con una estrategia cooperativa, de conjuntos de entrenamiento y arquitecturas ideales de redes de neuronas artificiales utilizando algoritmos geneticos.<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Modelo de un sistema para la seleccion automatica en dominios complejos, con una estrategia cooperativa, de conjuntos de entrenamiento y arquitecturas ideales de redes de neuronas artificiales utilizando algoritmos geneticos. <\/li>\n<li><strong>Autor:<\/strong>\u00a0 Julian Dorado De La Calle <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 A coru\u00f1a<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 01\/01\/2000<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3>Direcci\u00f3n y tribunal<\/h3>\n<ul>\n<li><strong>Director de la tesis<\/strong>\n<ul>\n<li>Alejandro Pazos Sierra<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: Antonio Blanco ferro <\/li>\n<li>peter Smith (vocal)<\/li>\n<li>Juan Rios carrion (vocal)<\/li>\n<li>Ana Mar\u00eda Perfeito tom\u00e9 (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Julian Dorado De La Calle Esta tesis estudia el desarrollo de un modelo de sistema evolutivo y [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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