{"id":80800,"date":"1999-01-10T00:00:00","date_gmt":"1999-01-10T00:00:00","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/prevision-de-series-temporales-mediante-redes-neuronales-artificiales-una-aplicacion-al-mercado-electrico-espanol\/"},"modified":"1999-01-10T00:00:00","modified_gmt":"1999-01-10T00:00:00","slug":"prevision-de-series-temporales-mediante-redes-neuronales-artificiales-una-aplicacion-al-mercado-electrico-espanol","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/ciencias-economicas\/prevision-de-series-temporales-mediante-redes-neuronales-artificiales-una-aplicacion-al-mercado-electrico-espanol\/","title":{"rendered":"Prevision de series temporales mediante redes neuronales artificiales: una aplicaci\u00f3n al mercado electrico espa\u00f1ol"},"content":{"rendered":"<h2>Tesis doctoral de <strong> Ra\u00fal Pino Diez <\/strong><\/h2>\n<p>En esta tesis se aplican las redes neuronales artiaficiales a la previsi\u00f3n de series temporales. Se proponen dos m\u00e9todos que contribuyen a resolver dos de los principales problemas que aparecen: por un lado, se ha dise\u00f1ado un m\u00e9todo de b\u00fasqueda de la configuraci\u00f3n id\u00f3nea de la red, y por otro, se resulve el problema de la lentitud del proceso de c\u00e1lculo de previsones para series temporales con gran n\u00famero de datos, utilizando un m\u00e9todo de entrenamiento selectivo y continuo con el que es posible calcular los pron\u00f3sticos en un plazo muy breve de tiempo.  se utilizan los dos m\u00e9todos porpuestos, para el c\u00e1lculo de previsiones de numerosas series temporales de distintas caracter\u00edsticas (no estacionarias, con cambio de par\u00e1metros, sistemas multivariantes, de funci\u00f3n de transferencia, etc.) Finalmente, se describe detalladamente la aplicaci\u00f3n de rnas a la previsi\u00f3n a corto y medio plazo de varias series temporales reales pertenecientes al mercado espa\u00f1ol de producci\u00f3n de energ\u00eda el\u00e9ctrica.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Prevision de series temporales mediante redes neuronales artificiales: una aplicaci\u00f3n al mercado electrico espa\u00f1ol<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Prevision de series temporales mediante redes neuronales artificiales: una aplicaci\u00f3n al mercado electrico espa\u00f1ol <\/li>\n<li><strong>Autor:<\/strong>\u00a0 Ra\u00fal Pino Diez <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Oviedo<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 01\/10\/1999<\/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> Fuente Garc\u00eda David De La<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: Luis Escanacianomontousse <\/li>\n<li>Francisco cruz Lario esteban (vocal)<\/li>\n<li>cesario Hern\u00e1ndez iglesias (vocal)<\/li>\n<li>Franciscojavier Zubillaga zumbimendi (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Ra\u00fal Pino Diez En esta tesis se aplican las redes neuronales artiaficiales a la previsi\u00f3n de series [&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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