{"id":10384,"date":"1996-01-01T00:00:00","date_gmt":"1996-01-01T00:00:00","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/1996\/01\/01\/diseno-de-redes-neuronales-en-metodos-cineticos\/"},"modified":"1996-01-01T00:00:00","modified_gmt":"1996-01-01T00:00:00","slug":"diseno-de-redes-neuronales-en-metodos-cineticos","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/quimica\/diseno-de-redes-neuronales-en-metodos-cineticos\/","title":{"rendered":"Dise\u00f1o de redes neuronales en metodos cineticos."},"content":{"rendered":"<h2>Tesis doctoral de <strong> Sebastian Emilio Ventura Soto <\/strong><\/h2>\n<p>Las redes neuronales artificiales son metodos de estimacion semiparametricos de las funciones de densidad de las poblaciones de las que se extraen los datos, basados en la existencia de mezclas de distribuciones pertenecientes a una clase muy general de funciones donde el numero de parametros adaptativos puede aumentar en forma sistematica para construir modelos mas flexibles, siendo este numero variable e independiente del tama\u00f1o muestral. Mediante el uso de redes neuronales, esta memoria ha cubierto los siguientes objetivos:  1. Se ha evaluado el potencial de las redes neuronales artificiales como una eficaz herramienta en cinetometria, demostrandose la robustez de este tipo de metodos en la estimacion de parametros analiticos.  2. Se ha demostrado la utilidad de las redes neuronales artificiales en determinaciones cineticas de multicomponentes, mejorando la calidad de los resultados analiticos y abordando situaciones limite dificiles de abordar por otras tecnicas cinetometricas, a saber, relaciones de constantes proximas a la unidad, procesos cineticos complejos y presencia de efecto cinetico mutuo.  3. Se han desarrollado dise\u00f1os de red de dimension minima, reduciendo de este modo el numero de patrones y el tiempo necesarios para el entrenamiento. En este sentido, se han desarrollado metodolog\u00edas de preprocesado de la informacion que han reducido enormemente la dimensionalidad del problema. Asimismo, se han verificado los procedimientos realizados, generalizando estas metodolog\u00edas en la medida de lo posible.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Dise\u00f1o de redes neuronales en metodos cineticos.<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Dise\u00f1o de redes neuronales en metodos cineticos. <\/li>\n<li><strong>Autor:<\/strong>\u00a0 Sebastian Emilio Ventura Soto <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 C\u00f3rdoba<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 01\/01\/1996<\/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>Mar\u00eda Dolores P\u00e9rez Bendito<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal:  Cruz Soto Jos\u00e9 Luis <\/li>\n<li>Rafael Cela Torrijos (vocal)<\/li>\n<li> Maraval Gomez Allende Dario (vocal)<\/li>\n<li>Xavier Rius Ferrus (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Sebastian Emilio Ventura Soto Las redes neuronales artificiales son metodos de estimacion semiparametricos de las funciones 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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