{"id":85322,"date":"2018-03-10T00:09:45","date_gmt":"2018-03-10T00:09:45","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/optimizacion-de-percetrones-multicapa-mediante-algoritmos-evolutivos\/"},"modified":"2018-03-10T00:09:45","modified_gmt":"2018-03-10T00:09:45","slug":"optimizacion-de-percetrones-multicapa-mediante-algoritmos-evolutivos","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/matematicas\/optimizacion-de-percetrones-multicapa-mediante-algoritmos-evolutivos\/","title":{"rendered":"Optimizacion de percetrones multicapa  mediante algoritmos evolutivos."},"content":{"rendered":"<h2>Tesis doctoral de <strong> Pedro \u00e1ngel Castillo Valdivieso <\/strong><\/h2>\n<p>En esta tesis se desarrolla un nuevo m\u00e9todo, llamado g-prop, para entrenar perceptrones multicapa, basado en un algoritmo evolutivo y propagaci\u00f3n r\u00e1pida (\u00abquick-propagation\u00bb). El m\u00e9todo realiza autom\u00e1ticamente la tarea de establecer los valores para los par\u00e1metros del percetr\u00f3n mlulticapa, evitando buscar dichos valores de forma manual.  se introduce el concepto de \u00abobjeto evolutivo\u00bb, conel que se pueden construir sistemas que engloban a todos los paradigmas de la computaci\u00f3n evolutiva.  posteriromente se realiza una revisi\u00f3n de los diferentes enfoques basados en algoritmos evolutivos que tratan de dise\u00f1ar redes neuronales artificiales.  por \u00faltimo se comprueba la efectividad el m\u00e9todo propuesto aplic\u00e1ndolo a diversos problemas tanto de clasificaci\u00f3n de patrones como de aproximaci\u00f3n funcional, con los que se demuestra su capacidad para determinar la arquitectura de perceptrones multicapa con bajas tasas de error en reconocimiento o aproximaci\u00f3n.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Optimizacion de percetrones multicapa  mediante algoritmos evolutivos.<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Optimizacion de percetrones multicapa  mediante algoritmos evolutivos. <\/li>\n<li><strong>Autor:<\/strong>\u00a0 Pedro \u00e1ngel Castillo Valdivieso <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Granada<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 27\/06\/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>Juan  Julian Merelo Guervos<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: Juan  manuel S\u00e1nchez p\u00e9rez <\/li>\n<li>pedro Isasi vi\u00f1uela (vocal)<\/li>\n<li>federico Mor\u00e1n abad (vocal)<\/li>\n<li>armando Blanco mor\u00f3n (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Pedro \u00e1ngel Castillo Valdivieso En esta tesis se desarrolla un nuevo m\u00e9todo, llamado g-prop, para entrenar perceptrones [&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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