{"id":141197,"date":"2026-01-12T18:00:25","date_gmt":"2026-01-12T18:00:25","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/nuevos-procedimientos-heuristicos-constructivos-para-el-ajuste-de-redes-de-neuronas\/"},"modified":"2026-01-12T18:00:25","modified_gmt":"2026-01-12T18:00:25","slug":"nuevos-procedimientos-heuristicos-constructivos-para-el-ajuste-de-redes-de-neuronas","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/matematicas\/nuevos-procedimientos-heuristicos-constructivos-para-el-ajuste-de-redes-de-neuronas\/","title":{"rendered":"Nuevos procedimientos heuristicos-constructivos para el ajuste de redes de neuronas."},"content":{"rendered":"<h2>Tesis doctoral de <strong>  Lerma Usero Miguel Angel <\/strong><\/h2>\n<p>El proposito de las investigaciones realizadas es la busqueda de nuevos procedimientos de ajuste de redes de neuronas basados en consideraciones heuristicas. Para ello se estudian metodos convencionales de ajuste en las siguientes areas: algoritmos iterativos, aceleracion del aprendizaje, metodos no iterativos y algoritmos constructivos. A continuacion se investigan las capacidades de las redes de neuronas para la aproximacion de funciones, frente a las limitaciones relacionadas con la complejidad del ajuste. Finalmente se proponen cuatro procedimientos nuevos, basados en metodos lineales, siendo el cuarto un metodo constructivo. El desarrollo teorico se completa con los resultados de aplicaciones experimentales.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Nuevos procedimientos heuristicos-constructivos para el ajuste de redes de neuronas.<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Nuevos procedimientos heuristicos-constructivos para el ajuste de redes de neuronas. <\/li>\n<li><strong>Autor:<\/strong>\u00a0  Lerma Usero Miguel Angel <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Polit\u00e9cnica de Madrid<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 01\/01\/1992<\/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 Rios Carrion<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: Jos\u00e9 Luis Mat\u00e9 Hern\u00e1ndez <\/li>\n<li>Jos\u00e9 Mira Mira (vocal)<\/li>\n<li>Claudi Alsina Catala (vocal)<\/li>\n<li>Juan Pazos Sierra (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Lerma Usero Miguel Angel El proposito de las investigaciones realizadas es la busqueda de nuevos procedimientos de [&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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