{"id":12352,"date":"2024-02-21T12:04:55","date_gmt":"2024-02-21T11:04:55","guid":{"rendered":"https:\/\/cigip.webs.upv.es\/?page_id=12352"},"modified":"2026-10-21T09:51:59","modified_gmt":"2026-10-21T07:51:59","slug":"analytics-optimisation-and-intelligent-algorithms","status":"publish","type":"page","link":"https:\/\/cigip.webs.upv.es\/en\/research\/analytics-optimisation-and-intelligent-algorithms\/","title":{"rendered":"Analytics, Optimisation and Intelligent Algorithms"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"12352\" class=\"elementor elementor-12352 elementor-6751\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-89c5982 um-hero e-flex e-con-boxed e-con e-parent\" data-id=\"89c5982\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-13f46bd e-con-full um-hero-txt e-flex e-con e-child\" data-id=\"13f46bd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-99158b9 e-con-full e-flex e-con e-child\" data-id=\"99158b9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-713ad7e um-w elementor-widget elementor-widget-html\" data-id=\"713ad7e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"um-eb\">Research unit<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b40e46b elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"b40e46b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" 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\">Analytics, Optimisation and Intelligent Algorithms<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a54bf9 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"6a54bf9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:150}\" 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 Analytics, Optimisation and Intelligent Algorithms research unit at CIGIP carries out its research activities in the lines set out below.<\/p>\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-535de40 um-w elementor-widget elementor-widget-html\" data-id=\"535de40\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"um-facts\"><li><b>6<\/b>research lines<\/li><li><b>4<\/b>academic staff<\/li><li><b>7<\/b>research staff<\/li><\/ul>\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-13f219d e-con-full e-flex e-con e-child\" data-id=\"13f219d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e6d144b e-flex e-con-boxed e-con e-parent\" data-id=\"e6d144b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1a32b02 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"1a32b02\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" 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\">Research lines<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e48c93b e-con-full rl-wrap e-flex e-con e-child\" data-id=\"e48c93b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f27dcd1 elementor-widget elementor-widget-html\" data-id=\"f27dcd1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"rl-list\"><li><span class=\"rl-ic\"><svg viewBox=\"160 160 704 704\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M 216 320 H 808 A 40 40 0 0 1 848 360 V 664 A 40 40 0 0 1 808 704 H 216 A 40 40 0 0 1 176 664 V 360 A 40 40 0 0 1 216 320 Z M 408 512 A 104 104 0 1 0 616 512 A 104 104 0 1 0 408 512 Z M 252 416 A 36 36 0 1 0 324 416 A 36 36 0 1 0 252 416 Z M 700 608 A 36 36 0 1 0 772 608 A 36 36 0 1 0 700 608 Z\" fill-rule=\"evenodd\"\/><\/svg><\/span><span class=\"rl-tx\">Algorithms for finance and insurance<\/span><\/li><li><span class=\"rl-ic\"><svg viewBox=\"160 160 704 704\" aria-hidden=\"true\" focusable=\"false\"><g transform=\"translate(0,-48)\"><path d=\"M 200 352 H 584 A 24 24 0 0 1 608 376 V 600 A 24 24 0 0 1 584 624 H 200 A 24 24 0 0 1 176 600 V 376 A 24 24 0 0 1 200 352 Z\" fill-rule=\"evenodd\"\/><path d=\"M 640 416 H 736 L 832 528 V 624 H 640 Z M 680 456 L 728 456 L 784 528 L 680 528 Z\" fill-rule=\"evenodd\"\/><circle cx=\"320\" cy=\"704\" r=\"64\"\/><circle cx=\"704\" cy=\"704\" r=\"64\"\/><\/g><\/svg><\/span><span class=\"rl-tx\">Algorithms for transport and logistics<\/span><\/li><li><span class=\"rl-ic\"><svg viewBox=\"160 160 704 704\" aria-hidden=\"true\" focusable=\"false\"><circle cx=\"512\" cy=\"424\" r=\"232\"\/><path d=\"M 400 560 L 624 560 L 608 696 L 416 696 Z\" fill-rule=\"evenodd\"\/><path d=\"M 444 720 H 580 A 20 20 0 0 1 600 740 V 756 A 20 20 0 0 1 580 776 H 444 A 20 20 0 0 1 424 756 V 740 A 20 20 0 0 1 444 720 Z\" fill-rule=\"evenodd\"\/><path d=\"M 472 792 H 552 A 20 20 0 0 1 572 812 V 820 A 20 20 0 0 1 552 840 H 472 A 20 20 0 0 1 452 820 V 812 A 20 20 0 0 1 472 792 Z\" fill-rule=\"evenodd\"\/><\/svg><\/span><span class=\"rl-tx\">Intelligent algorithms<\/span><\/li><li><span class=\"rl-ic\"><svg viewBox=\"160 160 704 704\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M 488 536 L 488 248 A 288 288 0 1 0 776 536 Z\" fill-rule=\"evenodd\"\/><path d=\"M 544 480 L 544 192 A 288 288 0 0 1 832 480 Z\" fill-rule=\"evenodd\"\/><\/svg><\/span><span class=\"rl-tx\">Data analysis<\/span><\/li><li><span class=\"rl-ic\"><svg viewBox=\"160 160 704 704\" aria-hidden=\"true\" focusable=\"false\"><g transform=\"translate(0,36)\"><path d=\"M 328 352 H 696 A 72 72 0 0 1 768 424 V 680 A 72 72 0 0 1 696 752 H 328 A 72 72 0 0 1 256 680 V 424 A 72 72 0 0 1 328 352 Z M 344 520 A 56 56 0 1 0 456 520 A 56 56 0 1 0 344 520 Z M 568 520 A 56 56 0 1 0 680 520 A 56 56 0 1 0 568 520 Z M 432 640 H 592 A 24 24 0 0 1 616 664 V 664 A 24 24 0 0 1 592 688 H 432 A 24 24 0 0 1 408 664 V 664 A 24 24 0 0 1 432 640 Z\" fill-rule=\"evenodd\"\/><path d=\"M 488 272 H 536 V 368 H 488 Z\" fill-rule=\"evenodd\"\/><circle cx=\"512\" cy=\"248\" r=\"48\"\/><path d=\"M 208 480 H 224 A 16 16 0 0 1 240 496 V 608 A 16 16 0 0 1 224 624 H 208 A 16 16 0 0 1 192 608 V 496 A 16 16 0 0 1 208 480 Z\" fill-rule=\"evenodd\"\/><path d=\"M 800 480 H 816 A 16 16 0 0 1 832 496 V 608 A 16 16 0 0 1 816 624 H 800 A 16 16 0 0 1 784 608 V 496 A 16 16 0 0 1 800 480 Z\" fill-rule=\"evenodd\"\/><\/g><\/svg><\/span><span class=\"rl-tx\">Machine learning<\/span><\/li><li><span class=\"rl-ic\"><svg viewBox=\"160 160 704 704\" aria-hidden=\"true\" focusable=\"false\"><g transform=\"translate(28,40)\"><path d=\"M 432 160 Q 496 416 752 480 Q 496 544 432 800 Q 368 544 112 480 Q 368 416 432 160 Z\" fill-rule=\"evenodd\"\/><path d=\"M 736 144 Q 760 240 856 264 Q 760 288 736 384 Q 712 288 616 264 Q 712 240 736 144 Z\" fill-rule=\"evenodd\"\/><\/g><\/svg><\/span><span class=\"rl-tx\">Artificial intelligence<\/span><\/li><\/ul>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e1bcd6c e-flex e-con-boxed e-con e-parent\" data-id=\"e1bcd6c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fea5ef7 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"fea5ef7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" 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\">Unit members<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b38444f um-w elementor-widget elementor-widget-html\" data-id=\"b38444f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"um-members\"><h3 class=\"um-h3\">Academic staff <span>(4)<\/span><\/h3><ul class=\"ps-grid um-grid\"><li class=\"ps-card\"><img loading=\"lazy\" decoding=\"async\" class=\"ps-ph\" src=\"https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2026\/10\/cigip-miembro-anjuape.jpg\" alt=\"\" width=\"64\" height=\"64\" loading=\"lazy\"><div class=\"ps-tx\"><p class=\"ps-name\">\u00c1ngel Alejandro Juan P\u00e9rez<\/p><p class=\"ps-links\"><a href=\"https:\/\/www.upv.es\/ficha-personal\/anjuape\" target=\"_blank\" rel=\"noopener\">UPV profile<span class=\"u-sr\"> of \u00c1ngel Alejandro Juan P\u00e9rez<\/span><span class=\"u-sr\"> (opens in a new tab)<\/span> <span aria-hidden=\"true\">\u2197<\/span><\/a><a href=\"https:\/\/orcid.org\/0000-0003-1392-1776\" target=\"_blank\" rel=\"noopener\">ORCID<span class=\"u-sr\"> of \u00c1ngel Alejandro Juan P\u00e9rez<\/span><span class=\"u-sr\"> (opens in a new tab)<\/span> <span aria-hidden=\"true\">\u2197<\/span><\/a><\/p><\/div><\/li><li class=\"ps-card\"><img loading=\"lazy\" decoding=\"async\" class=\"ps-ph\" src=\"https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2026\/10\/cigip-miembro-elpeber.jpg\" alt=\"\" width=\"64\" height=\"64\" loading=\"lazy\"><div class=\"ps-tx\"><p class=\"ps-name\">Elena P\u00e9rez Bernabeu<\/p><p class=\"ps-links\"><a href=\"https:\/\/www.upv.es\/ficha-personal\/elpeber\" target=\"_blank\" rel=\"noopener\">UPV profile<span class=\"u-sr\"> of Elena P\u00e9rez Bernabeu<\/span><span class=\"u-sr\"> (opens in a new tab)<\/span> <span aria-hidden=\"true\">\u2197<\/span><\/a><a href=\"https:\/\/orcid.org\/0000-0002-9221-7623\" target=\"_blank\" rel=\"noopener\">ORCID<span class=\"u-sr\"> of Elena P\u00e9rez Bernabeu<\/span><span class=\"u-sr\"> (opens in a new tab)<\/span> <span aria-hidden=\"true\">\u2197<\/span><\/a><\/p><\/div><\/li><li class=\"ps-card\"><img loading=\"lazy\" decoding=\"async\" class=\"ps-ph\" src=\"https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2026\/10\/cigip-miembro-mrtormar.jpg\" alt=\"\" width=\"64\" height=\"64\" loading=\"lazy\"><div class=\"ps-tx\"><p class=\"ps-name\">Mar\u00eda Roc\u00edo de la Torre Mart\u00ednez<\/p><p class=\"ps-links\"><a href=\"https:\/\/www.upv.es\/ficha-personal\/mrtormar\" target=\"_blank\" rel=\"noopener\">UPV profile<span class=\"u-sr\"> of Mar\u00eda Roc\u00edo de la Torre Mart\u00ednez<\/span><span class=\"u-sr\"> (opens in a new tab)<\/span> <span aria-hidden=\"true\">\u2197<\/span><\/a><a href=\"https:\/\/orcid.org\/0000-0002-8662-8901\" target=\"_blank\" rel=\"noopener\">ORCID<span class=\"u-sr\"> of Mar\u00eda Roc\u00edo de la Torre Mart\u00ednez<\/span><span class=\"u-sr\"> (opens in a new tab)<\/span> <span aria-hidden=\"true\">\u2197<\/span><\/a><\/p><\/div><\/li><li class=\"ps-card\"><img loading=\"lazy\" decoding=\"async\" class=\"ps-ph\" src=\"https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2026\/10\/cigip-miembro-patcarga.jpg\" alt=\"\" width=\"64\" height=\"64\" loading=\"lazy\"><div class=\"ps-tx\"><p class=\"ps-name\">Patricia Carracedo Garnateo<\/p><p class=\"ps-links\"><a href=\"https:\/\/www.upv.es\/ficha-personal\/patcarga\" target=\"_blank\" rel=\"noopener\">UPV profile<span class=\"u-sr\"> of Patricia Carracedo Garnateo<\/span><span class=\"u-sr\"> (opens in a new tab)<\/span> <span aria-hidden=\"true\">\u2197<\/span><\/a><a href=\"https:\/\/orcid.org\/0000-0002-9352-9565\" target=\"_blank\" rel=\"noopener\">ORCID<span class=\"u-sr\"> of Patricia Carracedo Garnateo<\/span><span class=\"u-sr\"> (opens in a new tab)<\/span> <span aria-hidden=\"true\">\u2197<\/span><\/a><\/p><\/div><\/li><\/ul><h3 class=\"um-h3\">Research staff <span>(7)<\/span><\/h3><ul class=\"ps-grid um-grid\"><li class=\"ps-card\"><img loading=\"lazy\" decoding=\"async\" class=\"ps-ph\" src=\"https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2026\/10\/cigip-miembro-rsorgon.jpg\" alt=\"\" width=\"64\" height=\"64\" loading=\"lazy\"><div class=\"ps-tx\"><p class=\"ps-name\">Raquel Soriano Gonz\u00e1lez<\/p><p class=\"ps-links\"><a href=\"https:\/\/www.upv.es\/ficha-personal\/rsorgon\" target=\"_blank\" rel=\"noopener\">UPV profile<span class=\"u-sr\"> of Raquel Soriano Gonz\u00e1lez<\/span><span class=\"u-sr\"> (opens in a new tab)<\/span> <span aria-hidden=\"true\">\u2197<\/span><\/a><a href=\"https:\/\/orcid.org\/0000-0002-1337-9561\" target=\"_blank\" rel=\"noopener\">ORCID<span class=\"u-sr\"> of Raquel Soriano Gonz\u00e1lez<\/span><span class=\"u-sr\"> (opens in a new tab)<\/span> <span aria-hidden=\"true\">\u2197<\/span><\/a><\/p><\/div><\/li><li class=\"ps-card\"><img loading=\"lazy\" decoding=\"async\" class=\"ps-ph\" src=\"https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2026\/10\/cigip-miembro-cwenwen.jpg\" alt=\"\" width=\"64\" height=\"64\" loading=\"lazy\"><div class=\"ps-tx\"><p class=\"ps-name\">Chen Wenwen<\/p><p class=\"ps-links\"><a href=\"https:\/\/www.upv.es\/ficha-personal\/cwenwen\" target=\"_blank\" rel=\"noopener\">UPV profile<span class=\"u-sr\"> of Chen Wenwen<\/span><span class=\"u-sr\"> (opens in a new tab)<\/span> <span aria-hidden=\"true\">\u2197<\/span><\/a><\/p><\/div><\/li><li class=\"ps-card\"><img loading=\"lazy\" decoding=\"async\" class=\"ps-ph\" src=\"https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2026\/10\/cigip-miembro-myangch.jpg\" alt=\"\" width=\"64\" height=\"64\" loading=\"lazy\"><div class=\"ps-tx\"><p class=\"ps-name\">Men Yangchongyi<\/p><p class=\"ps-links\"><a href=\"https:\/\/www.upv.es\/ficha-personal\/myangch\" target=\"_blank\" rel=\"noopener\">UPV profile<span class=\"u-sr\"> of Men Yangchongyi<\/span><span class=\"u-sr\"> (opens in a new tab)<\/span> <span aria-hidden=\"true\">\u2197<\/span><\/a><a href=\"https:\/\/orcid.org\/0009-0000-5226-0726\" target=\"_blank\" rel=\"noopener\">ORCID<span class=\"u-sr\"> of Men Yangchongyi<\/span><span class=\"u-sr\"> (opens in a new tab)<\/span> <span aria-hidden=\"true\">\u2197<\/span><\/a><\/p><\/div><\/li><li class=\"ps-card\"><img loading=\"lazy\" decoding=\"async\" class=\"ps-ph\" src=\"https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2026\/10\/cigip-miembro-mescgom.jpg\" alt=\"\" width=\"64\" height=\"64\" loading=\"lazy\"><div class=\"ps-tx\"><p class=\"ps-name\">Marc Escoto Gomar<\/p><p class=\"ps-links\"><a href=\"https:\/\/www.upv.es\/ficha-personal\/mescgom\" target=\"_blank\" rel=\"noopener\">UPV profile<span class=\"u-sr\"> of Marc Escoto Gomar<\/span><span class=\"u-sr\"> (opens in a new tab)<\/span> <span aria-hidden=\"true\">\u2197<\/span><\/a><a href=\"https:\/\/orcid.org\/0009-0001-1879-3796\" target=\"_blank\" rel=\"noopener\">ORCID<span class=\"u-sr\"> of Marc Escoto Gomar<\/span><span class=\"u-sr\"> (opens in a new tab)<\/span> <span aria-hidden=\"true\">\u2197<\/span><\/a><\/p><\/div><\/li><li class=\"ps-card\"><img loading=\"lazy\" decoding=\"async\" class=\"ps-ph\" src=\"https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2026\/10\/cigip-miembro-vmedrid.jpg\" alt=\"\" width=\"64\" height=\"64\" loading=\"lazy\"><div class=\"ps-tx\"><p class=\"ps-name\">Ver\u00f3nica Medina Rodr\u00edguez<\/p><p class=\"ps-links\"><a href=\"https:\/\/www.upv.es\/ficha-personal\/vmedrid\" target=\"_blank\" rel=\"noopener\">UPV profile<span class=\"u-sr\"> of Ver\u00f3nica Medina Rodr\u00edguez<\/span><span class=\"u-sr\"> (opens in a new tab)<\/span> <span aria-hidden=\"true\">\u2197<\/span><\/a><\/p><\/div><\/li><li class=\"ps-card\"><img loading=\"lazy\" decoding=\"async\" class=\"ps-ph\" src=\"https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2026\/10\/cigip-miembro-satejoro.jpg\" alt=\"\" width=\"64\" height=\"64\" loading=\"lazy\"><div class=\"ps-tx\"><p class=\"ps-name\">Santiago Tejada Orozco<\/p><p class=\"ps-links\"><a href=\"https:\/\/www.upv.es\/ficha-personal\/satejoro\" target=\"_blank\" rel=\"noopener\">UPV profile<span class=\"u-sr\"> of Santiago Tejada Orozco<\/span><span class=\"u-sr\"> (opens in a new tab)<\/span> <span aria-hidden=\"true\">\u2197<\/span><\/a><a href=\"https:\/\/orcid.org\/0009-0003-1030-0226\" target=\"_blank\" rel=\"noopener\">ORCID<span class=\"u-sr\"> of Santiago Tejada Orozco<\/span><span class=\"u-sr\"> (opens in a new tab)<\/span> <span aria-hidden=\"true\">\u2197<\/span><\/a><\/p><\/div><\/li><li class=\"ps-card\"><img loading=\"lazy\" decoding=\"async\" class=\"ps-ph\" src=\"https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2026\/10\/cigip-miembro-msotram.jpg\" alt=\"\" width=\"64\" height=\"64\" loading=\"lazy\"><div class=\"ps-tx\"><p class=\"ps-name\">Mario Soto Ramos<\/p><p class=\"ps-links\"><a href=\"https:\/\/www.upv.es\/ficha-personal\/msotram\" target=\"_blank\" rel=\"noopener\">UPV profile<span class=\"u-sr\"> of Mario Soto Ramos<\/span><span class=\"u-sr\"> (opens in a new tab)<\/span> <span aria-hidden=\"true\">\u2197<\/span><\/a><a href=\"https:\/\/orcid.org\/0009-0002-3822-8791\" target=\"_blank\" rel=\"noopener\">ORCID<span class=\"u-sr\"> of Mario Soto Ramos<\/span><span class=\"u-sr\"> (opens in a new tab)<\/span> <span aria-hidden=\"true\">\u2197<\/span><\/a><\/p><\/div><\/li><\/ul><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-438c49e um-other e-flex e-con-boxed e-con e-parent\" data-id=\"438c49e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5642ad1 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"5642ad1\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" 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\">Other research units<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3167e2d e-grid e-con-full e-con e-child\" data-id=\"3167e2d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7f18fc9 elementor-widget__width-initial cl-arrow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"7f18fc9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/cigip.webs.upv.es\/en\/research\/systems-engineering-and-performance-management\/\">Systems engineering and performance management<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f77285 elementor-widget__width-initial cl-arrow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"9f77285\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/cigip.webs.upv.es\/en\/research\/supply-chain-strategy-and-engineering\/\">Supply chain strategy and engineering<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9590573 elementor-widget__width-initial cl-arrow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"9590573\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/cigip.webs.upv.es\/en\/research\/smart-and-sustainable-production-and-logistics\/\">Smart and sustainable production and logistics<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9efdcab elementor-widget__width-initial cl-arrow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"9efdcab\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/cigip.webs.upv.es\/en\/research\/workstation-engineering-and-distributed-environments\/\">Workstation engineering and distributed environments<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad5327b elementor-widget__width-initial cl-arrow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"ad5327b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/cigip.webs.upv.es\/en\/research\/collaborative-supply-chains\/\">Collaborative supply chains<\/a><\/div>\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-fbe4aac um-back elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"fbe4aac\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:150}\" 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=\"https:\/\/cigip.webs.upv.es\/en\/research\/\">\u2190 Back to Research<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\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>Research unit Analytics, Optimisation and Intelligent Algorithms The Analytics, Optimisation and Intelligent Algorithms research unit at CIGIP carries out its research activities in the lines set out below. 6research lines 4academic staff 7research staff Research lines Algorithms for finance and insurance Algorithms for transport and logistics Intelligent algorithms Data analysis Machine learning Artificial intelligence Unit [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"parent":9580,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_eb_attr":"","footnotes":""},"class_list":["post-12352","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/pages\/12352","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/types\/page"}],"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=12352"}],"version-history":[{"count":30,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/pages\/12352\/revisions"}],"predecessor-version":[{"id":15320,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/pages\/12352\/revisions\/15320"}],"up":[{"embeddable":true,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/pages\/9580"}],"wp:attachment":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/media?parent=12352"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}