{"id":2914,"date":"2022-08-14T04:51:24","date_gmt":"2022-08-14T04:51:24","guid":{"rendered":"https:\/\/pcyti.izt.uam.mx\/?p=2914"},"modified":"2022-08-14T04:51:25","modified_gmt":"2022-08-14T04:51:25","slug":"optimizacion-global-heuristica-de-modelos-estructurados-de-programacion-no-lineal","status":"publish","type":"post","link":"https:\/\/pcyti.izt.uam.mx\/?p=2914","title":{"rendered":"Optimizaci\u00f3n global heur\u00edstica de modelos estructurados de programaci\u00f3n no lineal"},"content":{"rendered":"\n<p><a href=\"https:\/\/pcyti.izt.uam.mx\/wordpress\/wp-content\/uploads\/Optimizaci%C3%B3n-Global-Heur%C3%ADstica-de-Modelos-Estructurados-de-Programaci%C3%B3n-No-Lineal.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">&nbsp;Descargar versi\u00f3n PDF<\/a><\/p>\n\n\n\n<p><strong>Profesores<\/strong>:&nbsp;<a href=\"https:\/\/pcyti.izt.uam.mx\/wordpress\/?page_id=198&amp;SingleProduct=194\">Dr.&nbsp;Miguel \u00c1ngel Guti\u00e9rrez Andrade<\/a>&nbsp;y&nbsp;<a href=\"https:\/\/pcyti.izt.uam.mx\/wordpress\/?page_id=2594&amp;SingleProduct=246\">Dr.&nbsp;Juan Manuel Zamora Mata (Ingenier\u00eda de Procesos e Hidr\u00e1ulica, UAM-I)<\/a><\/p>\n\n\n\n<p><strong>Resumen<\/strong>:&nbsp;Algunos modelos y t\u00e9cnicas de programaci\u00f3n no lineal son ampliamente utilizados en dise\u00f1o y toma de decisiones en ingenier\u00eda. Sin embargo, la presencia de funciones no convexas en dichos modelos de optimizaci\u00f3n dificulta su soluci\u00f3n, y frecuentemente da lugar a m\u00faltiples \u00f3ptimos locales. El problema de determinar soluciones \u00f3ptimas globales para modelos no convexos, con enfoque tanto determinista como estoc\u00e1stica, ha despertado en a\u00f1os recientes mucho inter\u00e9s en la comunidad de matem\u00e1ticas aplicadas e ingenier\u00eda.<\/p>\n\n\n\n<p><strong>Objetivo&nbsp;general<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Desarrollar y aplicar un algoritmo estoc\u00e1stico eficiente para la optimizaci\u00f3n global de modelos de programaci\u00f3n no lineal que incluya no convexidades provengan exclusivamente de t\u00e9rminos bilineales<\/li><\/ul>\n\n\n\n<p><strong>Objetivos espec\u00edficos<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Investigar, valorar y seleccionar un algoritmo heur\u00edstico eficiente para la optimizaci\u00f3n de modelos de programaci\u00f3n no lineal que incluyan una funci\u00f3n objetivo y restricciones con t\u00e9rminos bilineales<\/li><li>IDesarrollar una implementaci\u00f3n computacional eficiente del algoritmo seleccionado<\/li><li>IValidar y evaluar los alcances y limitaciones del software desarrollado a trav\u00e9s de la soluci\u00f3n de un conjunto de casos de estudio y problemas representativos<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp;Descargar versi\u00f3n PDF Profesores:&nbsp;Dr.&nbsp;Miguel \u00c1ngel Guti\u00e9rrez Andrade&nbsp;y&nbsp;Dr.&nbsp;Juan Manuel Zamora Mata (Ingenier\u00eda de Procesos e Hidr\u00e1ulica, UAM-I) Resumen:&nbsp;Algunos modelos y t\u00e9cnicas de programaci\u00f3n no lineal son ampliamente utilizados en dise\u00f1o y toma de decisiones en ingenier\u00eda. Sin embargo, la presencia de funciones no convexas en dichos modelos de optimizaci\u00f3n dificulta su soluci\u00f3n, y frecuentemente da lugar<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[83],"tags":[],"class_list":["post-2914","post","type-post","status-publish","format-standard","hentry","category-83"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Optimizaci\u00f3n global heur\u00edstica de modelos estructurados de programaci\u00f3n no lineal - Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/pcyti.izt.uam.mx\/?p=2914\" \/>\n<meta property=\"og:locale\" content=\"es_MX\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Optimizaci\u00f3n global heur\u00edstica de modelos estructurados de programaci\u00f3n no lineal - Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n\" \/>\n<meta property=\"og:description\" content=\"&nbsp;Descargar versi\u00f3n PDF Profesores:&nbsp;Dr.&nbsp;Miguel \u00c1ngel Guti\u00e9rrez Andrade&nbsp;y&nbsp;Dr.&nbsp;Juan Manuel Zamora Mata (Ingenier\u00eda de Procesos e Hidr\u00e1ulica, UAM-I) Resumen:&nbsp;Algunos modelos y t\u00e9cnicas de programaci\u00f3n no lineal son ampliamente utilizados en dise\u00f1o y toma de decisiones en ingenier\u00eda. Sin embargo, la presencia de funciones no convexas en dichos modelos de optimizaci\u00f3n dificulta su soluci\u00f3n, y frecuentemente da lugar\" \/>\n<meta property=\"og:url\" content=\"https:\/\/pcyti.izt.uam.mx\/?p=2914\" \/>\n<meta property=\"og:site_name\" content=\"Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/pcyti\/\" \/>\n<meta property=\"article:published_time\" content=\"2022-08-14T04:51:24+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-08-14T04:51:25+00:00\" \/>\n<meta name=\"author\" content=\"pcyti\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"pcyti\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minuto\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/pcyti.izt.uam.mx\/?p=2914#article\",\"isPartOf\":{\"@id\":\"https:\/\/pcyti.izt.uam.mx\/?p=2914\"},\"author\":{\"name\":\"pcyti\",\"@id\":\"https:\/\/pcyti.izt.uam.mx\/#\/schema\/person\/9d093e256d84249d175f986d409d857d\"},\"headline\":\"Optimizaci\u00f3n global heur\u00edstica de modelos estructurados de programaci\u00f3n no lineal\",\"datePublished\":\"2022-08-14T04:51:24+00:00\",\"dateModified\":\"2022-08-14T04:51:25+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/pcyti.izt.uam.mx\/?p=2914\"},\"wordCount\":237,\"publisher\":{\"@id\":\"https:\/\/pcyti.izt.uam.mx\/#organization\"},\"articleSection\":[\"2013\"],\"inLanguage\":\"es\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/pcyti.izt.uam.mx\/?p=2914\",\"url\":\"https:\/\/pcyti.izt.uam.mx\/?p=2914\",\"name\":\"Optimizaci\u00f3n global heur\u00edstica de modelos estructurados de programaci\u00f3n no lineal - Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n\",\"isPartOf\":{\"@id\":\"https:\/\/pcyti.izt.uam.mx\/#website\"},\"datePublished\":\"2022-08-14T04:51:24+00:00\",\"dateModified\":\"2022-08-14T04:51:25+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/pcyti.izt.uam.mx\/?p=2914#breadcrumb\"},\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/pcyti.izt.uam.mx\/?p=2914\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/pcyti.izt.uam.mx\/?p=2914#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Inicio\",\"item\":\"https:\/\/pcyti.izt.uam.mx\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Optimizaci\u00f3n global heur\u00edstica de modelos estructurados de programaci\u00f3n no lineal\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/pcyti.izt.uam.mx\/#website\",\"url\":\"https:\/\/pcyti.izt.uam.mx\/\",\"name\":\"Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/pcyti.izt.uam.mx\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/pcyti.izt.uam.mx\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"es\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/pcyti.izt.uam.mx\/#organization\",\"name\":\"Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n\",\"url\":\"https:\/\/pcyti.izt.uam.mx\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\/\/pcyti.izt.uam.mx\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/pcyti.izt.uam.mx\/wp-content\/uploads\/2021\/12\/logo_pcyti_small.png\",\"contentUrl\":\"https:\/\/pcyti.izt.uam.mx\/wp-content\/uploads\/2021\/12\/logo_pcyti_small.png\",\"width\":71,\"height\":100,\"caption\":\"Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n\"},\"image\":{\"@id\":\"https:\/\/pcyti.izt.uam.mx\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/pcyti\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/pcyti.izt.uam.mx\/#\/schema\/person\/9d093e256d84249d175f986d409d857d\",\"name\":\"pcyti\",\"url\":\"https:\/\/pcyti.izt.uam.mx\/?author=2\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Optimizaci\u00f3n global heur\u00edstica de modelos estructurados de programaci\u00f3n no lineal - Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/pcyti.izt.uam.mx\/?p=2914","og_locale":"es_MX","og_type":"article","og_title":"Optimizaci\u00f3n global heur\u00edstica de modelos estructurados de programaci\u00f3n no lineal - Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n","og_description":"&nbsp;Descargar versi\u00f3n PDF Profesores:&nbsp;Dr.&nbsp;Miguel \u00c1ngel Guti\u00e9rrez Andrade&nbsp;y&nbsp;Dr.&nbsp;Juan Manuel Zamora Mata (Ingenier\u00eda de Procesos e Hidr\u00e1ulica, UAM-I) Resumen:&nbsp;Algunos modelos y t\u00e9cnicas de programaci\u00f3n no lineal son ampliamente utilizados en dise\u00f1o y toma de decisiones en ingenier\u00eda. Sin embargo, la presencia de funciones no convexas en dichos modelos de optimizaci\u00f3n dificulta su soluci\u00f3n, y frecuentemente da lugar","og_url":"https:\/\/pcyti.izt.uam.mx\/?p=2914","og_site_name":"Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n","article_publisher":"https:\/\/www.facebook.com\/pcyti\/","article_published_time":"2022-08-14T04:51:24+00:00","article_modified_time":"2022-08-14T04:51:25+00:00","author":"pcyti","twitter_card":"summary_large_image","twitter_misc":{"Escrito por":"pcyti","Tiempo de lectura":"1 minuto"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/pcyti.izt.uam.mx\/?p=2914#article","isPartOf":{"@id":"https:\/\/pcyti.izt.uam.mx\/?p=2914"},"author":{"name":"pcyti","@id":"https:\/\/pcyti.izt.uam.mx\/#\/schema\/person\/9d093e256d84249d175f986d409d857d"},"headline":"Optimizaci\u00f3n global heur\u00edstica de modelos estructurados de programaci\u00f3n no lineal","datePublished":"2022-08-14T04:51:24+00:00","dateModified":"2022-08-14T04:51:25+00:00","mainEntityOfPage":{"@id":"https:\/\/pcyti.izt.uam.mx\/?p=2914"},"wordCount":237,"publisher":{"@id":"https:\/\/pcyti.izt.uam.mx\/#organization"},"articleSection":["2013"],"inLanguage":"es"},{"@type":"WebPage","@id":"https:\/\/pcyti.izt.uam.mx\/?p=2914","url":"https:\/\/pcyti.izt.uam.mx\/?p=2914","name":"Optimizaci\u00f3n global heur\u00edstica de modelos estructurados de programaci\u00f3n no lineal - Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n","isPartOf":{"@id":"https:\/\/pcyti.izt.uam.mx\/#website"},"datePublished":"2022-08-14T04:51:24+00:00","dateModified":"2022-08-14T04:51:25+00:00","breadcrumb":{"@id":"https:\/\/pcyti.izt.uam.mx\/?p=2914#breadcrumb"},"inLanguage":"es","potentialAction":[{"@type":"ReadAction","target":["https:\/\/pcyti.izt.uam.mx\/?p=2914"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/pcyti.izt.uam.mx\/?p=2914#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Inicio","item":"https:\/\/pcyti.izt.uam.mx\/"},{"@type":"ListItem","position":2,"name":"Optimizaci\u00f3n global heur\u00edstica de modelos estructurados de programaci\u00f3n no lineal"}]},{"@type":"WebSite","@id":"https:\/\/pcyti.izt.uam.mx\/#website","url":"https:\/\/pcyti.izt.uam.mx\/","name":"Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n","description":"","publisher":{"@id":"https:\/\/pcyti.izt.uam.mx\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/pcyti.izt.uam.mx\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"es"},{"@type":"Organization","@id":"https:\/\/pcyti.izt.uam.mx\/#organization","name":"Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n","url":"https:\/\/pcyti.izt.uam.mx\/","logo":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/pcyti.izt.uam.mx\/#\/schema\/logo\/image\/","url":"https:\/\/pcyti.izt.uam.mx\/wp-content\/uploads\/2021\/12\/logo_pcyti_small.png","contentUrl":"https:\/\/pcyti.izt.uam.mx\/wp-content\/uploads\/2021\/12\/logo_pcyti_small.png","width":71,"height":100,"caption":"Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n"},"image":{"@id":"https:\/\/pcyti.izt.uam.mx\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/pcyti\/"]},{"@type":"Person","@id":"https:\/\/pcyti.izt.uam.mx\/#\/schema\/person\/9d093e256d84249d175f986d409d857d","name":"pcyti","url":"https:\/\/pcyti.izt.uam.mx\/?author=2"}]}},"modified_by":"pcyti","_links":{"self":[{"href":"https:\/\/pcyti.izt.uam.mx\/index.php?rest_route=\/wp\/v2\/posts\/2914","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pcyti.izt.uam.mx\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pcyti.izt.uam.mx\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pcyti.izt.uam.mx\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/pcyti.izt.uam.mx\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2914"}],"version-history":[{"count":0,"href":"https:\/\/pcyti.izt.uam.mx\/index.php?rest_route=\/wp\/v2\/posts\/2914\/revisions"}],"wp:attachment":[{"href":"https:\/\/pcyti.izt.uam.mx\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2914"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pcyti.izt.uam.mx\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2914"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pcyti.izt.uam.mx\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2914"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}