{"id":3977,"date":"2005-12-31T09:44:16","date_gmt":"2005-12-31T08:44:16","guid":{"rendered":"https:\/\/cigip.webs.upv.es\/?p=3977"},"modified":"2026-10-14T15:30:31","modified_gmt":"2026-10-14T13:30:31","slug":"development-of-fuzzy-mathematical-programming-models-for-planning-production-in-the-uncertainty-context-application-to-an-industrial-company-in-the-automobile-sector","status":"publish","type":"post","link":"https:\/\/cigip.webs.upv.es\/en\/development-of-fuzzy-mathematical-programming-models-for-planning-production-in-the-uncertainty-context-application-to-an-industrial-company-in-the-automobile-sector\/","title":{"rendered":"Development of fuzzy mathematical programming models for planning production in the uncertainty context. Application to an industrial company in the automobile sector"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3977\" class=\"elementor elementor-3977 elementor-66\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-124fcf9 e-con-full cf-hero e-flex e-con e-parent\" data-id=\"124fcf9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-69d4b5d e-con-full cf-hero-text e-flex e-con e-child\" data-id=\"69d4b5d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a17a11f cf-eyebrow elementor-widget elementor-widget-heading\" data-id=\"a17a11f\" 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\">UPV R&amp;D project \u2013 2025<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-028fb19 cf-title elementor-widget elementor-widget-heading\" data-id=\"028fb19\" 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\">Development of fuzzy mathematical programmimg models for planning production in the uncertainty context. Application an industrial company in the automobile sector<\/h1>\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-29bdf36 e-con-full cf-section e-flex e-con e-parent\" data-id=\"29bdf36\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aff863d cf-h2 elementor-widget elementor-widget-heading\" data-id=\"aff863d\" 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-60b7792 e-con-full e-grid cf-grid e-con e-child\" data-id=\"60b7792\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4c55fa4 e-con-full cf-card e-flex e-con e-child\" data-id=\"4c55fa4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2213b09 cf-label elementor-widget elementor-widget-heading\" data-id=\"2213b09\" 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-4527783 cf-value elementor-widget elementor-widget-heading\" data-id=\"4527783\" 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\">PPI-06-05-5703<\/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-d178e26 e-con-full cf-card e-flex e-con e-child\" data-id=\"d178e26\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-227c9c8 cf-label elementor-widget elementor-widget-heading\" data-id=\"227c9c8\" 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-be66842 cf-value elementor-widget elementor-widget-heading\" data-id=\"be66842\" 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\">31\/12\/2005 - 31\/12\/2007<\/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-96d69b5 e-con-full cf-card e-flex e-con e-child\" data-id=\"96d69b5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-62a0565 cf-label elementor-widget elementor-widget-heading\" data-id=\"62a0565\" 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-e418caf cf-value elementor-widget elementor-widget-heading\" data-id=\"e418caf\" 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 of emerging groups<\/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-548e17f e-con-full cf-card e-flex e-con e-child\" data-id=\"548e17f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3710724 cf-label elementor-widget elementor-widget-heading\" data-id=\"3710724\" 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-6f8cbf4 cf-value elementor-widget elementor-widget-heading\" data-id=\"6f8cbf4\" 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\">11,600 \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-11cd2ce e-con-full cf-card e-flex e-con e-child\" data-id=\"11cd2ce\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4dc91d1 cf-label elementor-widget elementor-widget-heading\" data-id=\"4dc91d1\" 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-f4c9651 cf-value elementor-widget elementor-widget-heading\" data-id=\"f4c9651\" 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\">UPV. VICE-RECTOR'S OFFICE FOR INNOVATION AND DEVELOPMENT<\/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-4fd46ff e-con-full cf-card e-flex e-con e-child\" data-id=\"4fd46ff\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4932f40 cf-label elementor-widget elementor-widget-heading\" data-id=\"4932f40\" 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-9ea22c0 cf-value elementor-widget elementor-widget-heading\" data-id=\"9ea22c0\" 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-8695f63 cf-h3 elementor-widget elementor-widget-heading\" data-id=\"8695f63\" 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-996dd8f cf-chips elementor-widget elementor-widget-text-editor\" data-id=\"996dd8f\" 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>Ferriols Mart\u00ednez, Francisco Jos\u00e9<\/li><li><a href=\"https:\/\/www.upv.es\/ficha-personal\/fmula\" target=\"_blank\" rel=\"noopener\">Mula Bru, Josefa<\/a><\/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\/rpoler\" target=\"_blank\" rel=\"noopener\">Poler Escoto, Raul<\/a><\/li><li><a href=\"https:\/\/www.upv.es\/ficha-personal\/jotomi\" target=\"_blank\" rel=\"noopener\">Tom\u00e1s Miquel, Jos\u00e9 V<\/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-64842c7 e-con-full cf-section cf-desc e-flex e-con e-parent\" data-id=\"64842c7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-12ce2ac cf-h2 elementor-widget elementor-widget-heading\" data-id=\"12ce2ac\" 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-1a6d42f cf-text elementor-widget elementor-widget-text-editor\" data-id=\"1a6d42f\" 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>The overall project objective is to develop models based on fuzzy mathematical programming to solve production planning problems under uncertainty conditions. These models will allow to adequately formalise any uncertainty present in real problems that rise when planning the production of industrial enterprises; e.g. uncertainty in market demand, uncertain delays due to failures in production processes, uncertainty in quantities supplied by providers, to mention but a few.<\/p><p>For modelling and solution purposes, the fuzzy mathematical programming approaches proposed in the doctoral thesis of this project&#8217;s principal investigator shall be considered. This doctoral thesis formed part of research project CICYT DPI 2002-01755, which is now ending. With the aforementioned CICYT Project, a new research line was formed which is to be continue through the undertaking of this project.<\/p><p>In order to prove the utility and efficacy of the models to be developed, different planning problems in an industry enterprise from the automobile sector will be solved by joining up \u201call\u201d (this is one of main project objectives) the parameters, decision variables and restrictions that will be required by the production planning process. This will prove the models\u2019 operation and their ability to handle a large number of variables in a real case.<\/p><p>It will be particularly interesting to check the characteristics of the solutions generated by the proposed models compared to the solutions generated by existing tools in the company that is the object of such application. Hence the idea is to integrate the proposed models into the tools that currently interact with the decision maker. Studying the characteristics of the solutions would ultimately determine which models work the best for planning problems under uncertainty.<\/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-e6b12db e-con-full cf-foot e-flex e-con e-parent\" data-id=\"e6b12db\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cc22e55 cf-funding elementor-widget elementor-widget-image\" data-id=\"cc22e55\" 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=\"2000\" height=\"933\" src=\"https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2005\/12\/Copia-de-upv_grey-e1741859680786.png\" class=\"attachment-full size-full wp-image-7983\" alt=\"Logo Universitat Polit\u00e8cnica de Val\u00e8ncia, Campus d&apos;Alcoi\" srcset=\"https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2005\/12\/Copia-de-upv_grey-e1741859680786.png 2000w, https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2005\/12\/Copia-de-upv_grey-e1741859680786-300x140.png 300w, https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2005\/12\/Copia-de-upv_grey-e1741859680786-1024x478.png 1024w, https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2005\/12\/Copia-de-upv_grey-e1741859680786-768x358.png 768w, https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2005\/12\/Copia-de-upv_grey-e1741859680786-1536x717.png 1536w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/>\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-2618df5 cf-back elementor-widget elementor-widget-text-editor\" data-id=\"2618df5\" 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\/rd-projects-upv-check\/\">\u2190 Back to UPV 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>UPV R&amp;D project \u2013 2025 Development of fuzzy mathematical programmimg models for planning production in the uncertainty context. Application an industrial company in the automobile sector Project details Reference PPI-06-05-5703 Execution period 31\/12\/2005 &#8211; 31\/12\/2007 Type Research projects of emerging groups Amount 11,600 \u20ac Funding body UPV. VICE-RECTOR&#8217;S OFFICE FOR INNOVATION AND DEVELOPMENT Principal investigator [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","footnotes":""},"categories":[711],"tags":[],"class_list":["post-3977","post","type-post","status-publish","format-standard","hentry","category-proyectos-upv-2005"],"_links":{"self":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/posts\/3977","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=3977"}],"version-history":[{"count":13,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/posts\/3977\/revisions"}],"predecessor-version":[{"id":14274,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/posts\/3977\/revisions\/14274"}],"wp:attachment":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/media?parent=3977"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/categories?post=3977"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/tags?post=3977"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}