{"id":3886,"date":"2007-10-01T10:26:45","date_gmt":"2007-10-01T08:26:45","guid":{"rendered":"https:\/\/cigip.webs.upv.es\/?p=3886"},"modified":"2026-10-14T15:30:19","modified_gmt":"2026-10-14T13:30:19","slug":"fuzzy-optimisation-models-and-evolutionary-computation-and-simulation-of-the-planning-processes-of-the-production-and-transport-in-a-supply-chain-collaborative-planning-proposal-evolution","status":"publish","type":"post","link":"https:\/\/cigip.webs.upv.es\/en\/fuzzy-optimisation-models-and-evolutionary-computation-and-simulation-of-the-planning-processes-of-the-production-and-transport-in-a-supply-chain-collaborative-planning-proposal-evolution\/","title":{"rendered":"Fuzzy optimisation models and evolutionary computation and simulation of the planning processes of the production and transport in a supply chain. Collaborative planning proposal (EVOLUTION)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3886\" class=\"elementor elementor-3886 elementor-48\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1dc122d e-con-full cf-hero cf-has-logo e-flex e-con e-parent\" data-id=\"1dc122d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-91cbe2f e-con-full cf-hero-text e-flex e-con e-child\" data-id=\"91cbe2f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-865923f cf-eyebrow elementor-widget elementor-widget-heading\" data-id=\"865923f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">National R&amp;D project \u2013 2007<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1eeb432 cf-title elementor-widget elementor-widget-heading\" data-id=\"1eeb432\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Fuzzy optimisation models and evolutionary computation and simulation of the planning processes of the production and transport in a supply chain. Collaborative planning proposal (EVOLUTION)<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cd0139b e-con-full cf-hero-logo e-flex e-con e-child\" data-id=\"cd0139b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dc0c5b5 cf-logo elementor-widget elementor-widget-image\" data-id=\"dc0c5b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"155\" height=\"44\" src=\"https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2007\/10\/evolution.png\" class=\"attachment-medium size-medium wp-image-9039\" alt=\"Ref. DPI2007-65501-AR07\" srcset=\"https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2007\/10\/evolution.png 155w, https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2007\/10\/evolution-150x44.png 150w\" sizes=\"(max-width: 155px) 100vw, 155px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a742725 e-con-full cf-section e-flex e-con e-parent\" data-id=\"a742725\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a1a117d cf-h2 elementor-widget elementor-widget-heading\" data-id=\"a1a117d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Project details<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cfb88e3 e-con-full e-grid cf-grid e-con e-child\" data-id=\"cfb88e3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-f7fc87c e-con-full cf-card e-flex e-con e-child\" data-id=\"f7fc87c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2f47b8a cf-label elementor-widget elementor-widget-heading\" data-id=\"2f47b8a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Reference<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-824acbf cf-value elementor-widget elementor-widget-heading\" data-id=\"824acbf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">DPI2007-65501-AR07<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0d18279 e-con-full cf-card e-flex e-con e-child\" data-id=\"0d18279\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6c2189d cf-label elementor-widget elementor-widget-heading\" data-id=\"6c2189d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Execution period<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-95c8e9a cf-value elementor-widget elementor-widget-heading\" data-id=\"95c8e9a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">01\/10\/2007 - 01\/10\/2010<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-887e399 e-con-full cf-card e-flex e-con e-child\" data-id=\"887e399\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8132e0d cf-label elementor-widget elementor-widget-heading\" data-id=\"8132e0d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Type<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a17dd9e cf-value elementor-widget elementor-widget-heading\" data-id=\"a17dd9e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Research projects<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-999f090 e-con-full cf-card e-flex e-con e-child\" data-id=\"999f090\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f0655d6 cf-label elementor-widget elementor-widget-heading\" data-id=\"f0655d6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Amount<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bfb080f cf-value elementor-widget elementor-widget-heading\" data-id=\"bfb080f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">67,760 \u20ac<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bdd0f9f e-con-full cf-card e-flex e-con e-child\" data-id=\"bdd0f9f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-57e74b8 cf-label elementor-widget elementor-widget-heading\" data-id=\"57e74b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Funding body<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4bfe97a cf-value elementor-widget elementor-widget-heading\" data-id=\"4bfe97a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">SPANISH MINISTRY OF EDUCATION AND SCIENCE -D.G. RESEARCH<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1194177 e-con-full cf-card e-flex e-con e-child\" data-id=\"1194177\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4517288 cf-label elementor-widget elementor-widget-heading\" data-id=\"4517288\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Principal investigator<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-945dd7b cf-value elementor-widget elementor-widget-heading\" data-id=\"945dd7b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Mula Bru, Josefa<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0207b6c cf-h3 elementor-widget elementor-widget-heading\" data-id=\"0207b6c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">CIGIP team<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50a413f cf-chips elementor-widget elementor-widget-text-editor\" data-id=\"50a413f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><a href=\"https:\/\/www.upv.es\/ficha-personal\/fmula\" target=\"_blank\" rel=\"noopener\">Mula Bru, Josefa<\/a><\/li><li>Ferriols Mart\u00ednez, Francisco Jos\u00e9<\/li><li>Hernandez Hormazabal, Jorge Esteban<\/li><li>Lario Esteban, Francisco Cruz<\/li><li><a href=\"https:\/\/www.upv.es\/ficha-personal\/dapeipa\" target=\"_blank\" rel=\"noopener\">Peidro Paya, David<\/a><\/li><li><a href=\"https:\/\/www.upv.es\/ficha-personal\/jotomi\" target=\"_blank\" rel=\"noopener\">Tom\u00e1s Miquel, Jos\u00e9 V<\/a><\/li><li><a href=\"https:\/\/www.upv.es\/ficha-personal\/evicens\" target=\"_blank\" rel=\"noopener\">Vicens Salort, Eduardo<\/a><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4efb007 e-con-full cf-section cf-desc e-flex e-con e-parent\" data-id=\"4efb007\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5026387 cf-h2 elementor-widget elementor-widget-heading\" data-id=\"5026387\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Description<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-df48e06 cf-text elementor-widget elementor-widget-text-editor\" data-id=\"df48e06\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>This project takes into account the integration the techniques of conceptual modelling, analytical modelling, fuzzy optimisation, evolutionary computation, simulation, decision systems and multi-agent systems to encourage solutions to planning processes technological problems of production and transport in a supply chain of an industrial scope.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0b49123 e-con-full cf-foot e-flex e-con e-parent\" data-id=\"0b49123\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1d5f40f cf-funding elementor-widget elementor-widget-image\" data-id=\"1d5f40f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"512\" height=\"247\" src=\"https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2024\/02\/Logotipo_del_Gobierno_de_Espana.svg.png\" class=\"attachment-full size-full wp-image-7550\" alt=\"Logo Gobierno de Espa\u00f1a\" srcset=\"https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2024\/02\/Logotipo_del_Gobierno_de_Espana.svg.png 512w, https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2024\/02\/Logotipo_del_Gobierno_de_Espana.svg-300x145.png 300w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d7d4f0e cf-back elementor-widget elementor-widget-text-editor\" data-id=\"d7d4f0e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"\/en\/research\/national-rd-projects-check\/\">\u2190 Back to National R&#038;D projects<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>National R&amp;D project \u2013 2007 Fuzzy optimisation models and evolutionary computation and simulation of the planning processes of the production and transport in a supply chain. Collaborative planning proposal (EVOLUTION) Project details Reference DPI2007-65501-AR07 Execution period 01\/10\/2007 &#8211; 01\/10\/2010 Type Research projects Amount 67,760 \u20ac Funding body SPANISH MINISTRY OF EDUCATION AND SCIENCE -D.G. RESEARCH [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":47,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","footnotes":""},"categories":[597],"tags":[],"class_list":["post-3886","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-proyectos-nacionales-2007"],"_links":{"self":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/posts\/3886","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/comments?post=3886"}],"version-history":[{"count":10,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/posts\/3886\/revisions"}],"predecessor-version":[{"id":14267,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/posts\/3886\/revisions\/14267"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/media\/47"}],"wp:attachment":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/media?parent=3886"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/categories?post=3886"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/tags?post=3886"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}