{"id":3958,"date":"2010-11-01T10:00:14","date_gmt":"2010-11-01T09:00:14","guid":{"rendered":"https:\/\/cigip.webs.upv.es\/?p=3958"},"modified":"2026-10-14T15:29:25","modified_gmt":"2026-10-14T13:29:25","slug":"negosol-mas-en","status":"publish","type":"post","link":"https:\/\/cigip.webs.upv.es\/en\/negosol-mas-en\/","title":{"rendered":"Models and methods with negotiated procedures based on software agents for the production scheduling in hybrid flow workshops subject to uncertainty in mixed MTS-MTO environments and their design methodology (NEGOSOL-MAS)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3958\" class=\"elementor elementor-3958 elementor-68\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7a59c30 e-con-full cf-hero e-flex e-con e-parent\" data-id=\"7a59c30\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4588e25 e-con-full cf-hero-text e-flex e-con e-child\" data-id=\"4588e25\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4ca28c7 cf-eyebrow elementor-widget elementor-widget-heading\" data-id=\"4ca28c7\" 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 2010<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-706d4bd cf-title elementor-widget elementor-widget-heading\" data-id=\"706d4bd\" 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\">Models and methods with negotiated procedures based on sotfware agents for the production scheduling in hybrid flow workshops subjects to uncertainty in mixed MTS-MTO environments and their design methodology (NEGOSOL-MAS)<\/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-2366ab7 e-con-full cf-section e-flex e-con e-parent\" data-id=\"2366ab7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d589e97 cf-h2 elementor-widget elementor-widget-heading\" data-id=\"d589e97\" 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-866fa5d e-con-full e-grid cf-grid e-con e-child\" data-id=\"866fa5d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-0ee82cc e-con-full cf-card e-flex e-con e-child\" data-id=\"0ee82cc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0d796c2 cf-label elementor-widget elementor-widget-heading\" data-id=\"0d796c2\" 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-1161ce4 cf-value elementor-widget elementor-widget-heading\" data-id=\"1161ce4\" 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\">PAID-06-10-2396<\/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-f35e1e1 e-con-full cf-card e-flex e-con e-child\" data-id=\"f35e1e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1a1d8a3 cf-label elementor-widget elementor-widget-heading\" data-id=\"1a1d8a3\" 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-6d2689d cf-value elementor-widget elementor-widget-heading\" data-id=\"6d2689d\" 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\/11\/2010 - 01\/11\/2012<\/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-3736c5d e-con-full cf-card e-flex e-con e-child\" data-id=\"3736c5d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-76aacda cf-label elementor-widget elementor-widget-heading\" data-id=\"76aacda\" 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-7e1b9f1 cf-value elementor-widget elementor-widget-heading\" data-id=\"7e1b9f1\" 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 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-4a739c2 e-con-full cf-card e-flex e-con e-child\" data-id=\"4a739c2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3082ced cf-label elementor-widget elementor-widget-heading\" data-id=\"3082ced\" 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-ea9d03f cf-value elementor-widget elementor-widget-heading\" data-id=\"ea9d03f\" 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\">15,000 \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-5ab6b85 e-con-full cf-card e-flex e-con e-child\" data-id=\"5ab6b85\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-64efba0 cf-label elementor-widget elementor-widget-heading\" data-id=\"64efba0\" 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-40c1553 cf-value elementor-widget elementor-widget-heading\" data-id=\"40c1553\" 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-329a3fc e-con-full cf-card e-flex e-con e-child\" data-id=\"329a3fc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fec5344 cf-label elementor-widget elementor-widget-heading\" data-id=\"fec5344\" 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-ce0daa5 cf-value elementor-widget elementor-widget-heading\" data-id=\"ce0daa5\" 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\">G\u00f3mez Gasquet, Pedro<\/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-e537dc7 cf-h3 elementor-widget elementor-widget-heading\" data-id=\"e537dc7\" 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-c7a682f cf-chips elementor-widget elementor-widget-text-editor\" data-id=\"c7a682f\" 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\/pedgogas\" target=\"_blank\" rel=\"noopener\">G\u00f3mez-Gasquet, Pedro<\/a><\/li><li>Lario Esteban, Francisco Cruz<\/li><li><a href=\"https:\/\/www.upv.es\/ficha-personal\/aortiz\" target=\"_blank\" rel=\"noopener\">Ortiz Bas, \u00c1ngel<\/a><\/li><li>Franco Pereyra, Rub\u00e9n Dar\u00edo<\/li><li>Segura Andr\u00e9s, Rub\u00e9n<\/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-56780b5 e-con-full cf-section cf-desc e-flex e-con e-parent\" data-id=\"56780b5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e1ceccd cf-h2 elementor-widget elementor-widget-heading\" data-id=\"e1ceccd\" 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-8c32d29 cf-text elementor-widget elementor-widget-text-editor\" data-id=\"8c32d29\" 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>Within a global competition framework, in which response times become increasingly relevant as a competitive element, there are many challenges that organisations have to faced. Among these, operations management, and particularly production planning, can help to improve the flexibility and robustness of production systems to a great extent.<\/p><p>Although Production Scheduling has been traditionally considered quite a quantitative viewpoint, this project aims to adopt an approach that comes closer to decision-making support systems. It is proposed that the operational decisions to be made in the production scheduler&#8217;s area are connected, and that a consensus is reached in this case with their decisional environment (planning, orders management, warehouses and workers) based on the restrictions that each one proposes.<\/p><p>This project puts forward three objectives: defining a methodology; developing models associated with new issues; designing algorithms to search for solutions.<\/p><p>The methodology&nbsp;intends to formally determine the path that must be followed to model a production scheduling problem within a hybrid flow workshop frame, such as negotiation process management, which poses using software agents to represent the different roles of the production system involved and to the search for a solution.&nbsp;The models&nbsp;will be proposals of the negotiation processes that will represent different configurations of the problem under study. Special emphasis will be placed on analysing the variants related to the production approach, which combines the &#8220;make-to-stock&#8221; and &#8220;make-to-order&#8221; in the same system, and is being adopted by some companies as a way to move forward to mass customisation. Algorithms will be used as a tool as part of the process that has been previously modelled, and should be able to be easily integrated into the designed process, or the algorithms themselves should be able to configure a negotiation process that follows the defined methodology.<\/p><p>This project objective is to cut the existing distance between available proposals and production companies\u2019 requirements with the indicated features. The inclusion of quantitative negotiation procedures enables real situations to be dealt with and the solutions can adapt to requirements at all times that will, in turn, improve the performance and flexibility of production systems.<\/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-18b11b3 e-con-full cf-foot e-flex e-con e-parent\" data-id=\"18b11b3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1af0e1e cf-funding elementor-widget elementor-widget-image\" data-id=\"1af0e1e\" 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-371dca9 cf-back elementor-widget elementor-widget-text-editor\" data-id=\"371dca9\" 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 2010 Models and methods with negotiated procedures based on sotfware agents for the production scheduling in hybrid flow workshops subjects to uncertainty in mixed MTS-MTO environments and their design methodology (NEGOSOL-MAS) Project details Reference PAID-06-10-2396 Execution period 01\/11\/2010 &#8211; 01\/11\/2012 Type Competitive research projects Amount 15,000 \u20ac Funding body Universitat Polit\u00e8cnica [&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":[705],"tags":[],"class_list":["post-3958","post","type-post","status-publish","format-standard","hentry","category-proyectos-upv-2010"],"_links":{"self":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/posts\/3958","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=3958"}],"version-history":[{"count":10,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/posts\/3958\/revisions"}],"predecessor-version":[{"id":14240,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/posts\/3958\/revisions\/14240"}],"wp:attachment":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/media?parent=3958"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/categories?post=3958"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/tags?post=3958"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}