{"id":3942,"date":"2012-12-31T10:53:32","date_gmt":"2012-12-31T09:53:32","guid":{"rendered":"https:\/\/cigip.webs.upv.es\/?p=3942"},"modified":"2026-10-14T15:28:45","modified_gmt":"2026-10-14T13:28:45","slug":"development-of-models-in-uncertainty-environments-to-design-socially-responsible-supply-chains-application-of-solution-strategies-based-on-hybrid-metaheuristics","status":"publish","type":"post","link":"https:\/\/cigip.webs.upv.es\/en\/development-of-models-in-uncertainty-environments-to-design-socially-responsible-supply-chains-application-of-solution-strategies-based-on-hybrid-metaheuristics\/","title":{"rendered":"Development of models in uncertainty environments to design socially responsible supply chains. Application of solution strategies based on hybrid metaheuristics."},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3942\" class=\"elementor elementor-3942 elementor-72\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6e930b4 e-con-full cf-hero e-flex e-con e-parent\" data-id=\"6e930b4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4cae91c e-con-full cf-hero-text e-flex e-con e-child\" data-id=\"4cae91c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c16ccdd cf-eyebrow elementor-widget elementor-widget-heading\" data-id=\"c16ccdd\" 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 2012<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fe81024 cf-title elementor-widget elementor-widget-heading\" data-id=\"fe81024\" 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 models in uncertainty enviroments to design socially responsible supply chains. Application of solution strategies based on hybrid metaheuristics<\/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-0774049 e-con-full cf-section e-flex e-con e-parent\" data-id=\"0774049\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7769c86 cf-h2 elementor-widget elementor-widget-heading\" data-id=\"7769c86\" 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-b682c72 e-con-full e-grid cf-grid e-con e-child\" data-id=\"b682c72\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-c14656d e-con-full cf-card e-flex e-con e-child\" data-id=\"c14656d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-37d82fa cf-label elementor-widget elementor-widget-heading\" data-id=\"37d82fa\" 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-2ff94c6 cf-value elementor-widget elementor-widget-heading\" data-id=\"2ff94c6\" 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\">SP20120661<\/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-f352b36 e-con-full cf-card e-flex e-con e-child\" data-id=\"f352b36\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d755663 cf-label elementor-widget elementor-widget-heading\" data-id=\"d755663\" 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-a774722 cf-value elementor-widget elementor-widget-heading\" data-id=\"a774722\" 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\/2012 - 31\/12\/2014<\/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-cf675e2 e-con-full cf-card e-flex e-con e-child\" data-id=\"cf675e2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-545ab7a cf-label elementor-widget elementor-widget-heading\" data-id=\"545ab7a\" 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-4791fc6 cf-value elementor-widget elementor-widget-heading\" data-id=\"4791fc6\" 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\">Competitive research project<\/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-10195a2 e-con-full cf-card e-flex e-con e-child\" data-id=\"10195a2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-71502da cf-label elementor-widget elementor-widget-heading\" data-id=\"71502da\" 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-a85d1ae cf-value elementor-widget elementor-widget-heading\" data-id=\"a85d1ae\" 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\">5,500 \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-f877539 e-con-full cf-card e-flex e-con e-child\" data-id=\"f877539\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-107ca60 cf-label elementor-widget elementor-widget-heading\" data-id=\"107ca60\" 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-0a12220 cf-value elementor-widget elementor-widget-heading\" data-id=\"0a12220\" 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\">Universitat Polit\u00e8cnica de Val\u00e8ncia<\/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-9560902 e-con-full cf-card e-flex e-con e-child\" data-id=\"9560902\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ea56f92 cf-label elementor-widget elementor-widget-heading\" data-id=\"ea56f92\" 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-2e464c2 cf-value elementor-widget elementor-widget-heading\" data-id=\"2e464c2\" 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\">Peidr\u00f3 Pay\u00e1, David<\/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-86a2f2c cf-h3 elementor-widget elementor-widget-heading\" data-id=\"86a2f2c\" 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-2d62bd2 cf-chips elementor-widget elementor-widget-text-editor\" data-id=\"2d62bd2\" 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, Josefa<\/a><\/li><li><a href=\"https:\/\/www.upv.es\/ficha-personal\/dapeipa\" target=\"_blank\" rel=\"noopener\">Peidro Pay\u00e1, David<\/a><\/li><li>Ferriols Mart\u00ednez, Francisco Jos\u00e9<\/li><li>D\u00edaz-Madro\u00f1ero Boluda, Francisco Manuel<\/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-5d9194f e-con-full cf-section cf-desc e-flex e-con e-parent\" data-id=\"5d9194f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6549bd3 cf-h2 elementor-widget elementor-widget-heading\" data-id=\"6549bd3\" 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-296804b cf-text elementor-widget elementor-widget-text-editor\" data-id=\"296804b\" 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>In recent years, the importance of social responsibility in enterprises and business units in both the research and professional fields has been increasingly highlighted. As supply chains play an important role in today&#8217;s business environment, aspects associated with social responsibility should be carefully considered when designing and planning a supply chain that wishes to move towards sustainability. This project addresses the design (or redesign) problem of socially responsible supply chains under uncertainty conditions. For this purpose, multi-objective mathematical models will be developed whose definition will consider economic, social and environmental aspects. To effectively address uncertain parameters, models based on the Fuzzy Set Theory and the Possibility Theory will be proposed. A case and an industrial study based on real data will be proposed to illustrate the performance and applicability of the proposed models. Finally, as the models followed to design supply chains in real environments may present some degree of certain complexity for the optimal solution, solution algorithms based on the use of metaheuristics will be proposed, and special attention will be paid to using hybrid metaheuristics.<\/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-a571297 e-con-full cf-foot e-flex e-con e-parent\" data-id=\"a571297\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-92c2c15 cf-funding elementor-widget elementor-widget-image\" data-id=\"92c2c15\" 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-9eb880c cf-back elementor-widget elementor-widget-text-editor\" data-id=\"9eb880c\" 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 2012 Development of models in uncertainty enviroments to design socially responsible supply chains. Application of solution strategies based on hybrid metaheuristics Project details Reference SP20120661 Execution period 31\/12\/2012 &#8211; 31\/12\/2014 Type Competitive research project Amount 5,500 \u20ac Funding body Universitat Polit\u00e8cnica de Val\u00e8ncia Principal investigator Peidr\u00f3 Pay\u00e1, David CIGIP team Mula, [&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":[701],"tags":[],"class_list":["post-3942","post","type-post","status-publish","format-standard","hentry","category-proyectos-upv-2012"],"_links":{"self":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/posts\/3942","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=3942"}],"version-history":[{"count":10,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/posts\/3942\/revisions"}],"predecessor-version":[{"id":14219,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/posts\/3942\/revisions\/14219"}],"wp:attachment":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/media?parent=3942"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/categories?post=3942"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/tags?post=3942"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}