{"id":819782,"date":"2026-05-27T10:03:44","date_gmt":"2026-05-27T08:03:44","guid":{"rendered":"https:\/\/www.crs4.it\/senza-categoria\/percorsiottimali\/"},"modified":"2026-06-18T11:52:38","modified_gmt":"2026-06-18T09:52:38","slug":"percorsiottimali","status":"publish","type":"post","link":"https:\/\/www.crs4.it\/en\/ct\/percorsiottimali\/","title":{"rendered":"PERCORSI OTTIMALI &#8211; Struttura e prestazioni dei percorsi su reti con agenti"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"819782\" class=\"elementor elementor-819782 elementor-757673\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c81bae5 e-flex e-con-boxed e-con e-parent\" data-id=\"c81bae5\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-349dd5a e-con-full e-flex e-con e-child\" data-id=\"349dd5a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a59ce6f elementor-widget elementor-widget-heading\" data-id=\"a59ce6f\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.crs4.it\/tecnologie\/\">CATALOGO TECNOLOGIE CRS4<\/a><\/h5>\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-e08adce elementor-widget elementor-widget-spacer\" data-id=\"e08adce\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-13b3d01 e-con-full e-flex e-con e-child\" data-id=\"13b3d01\" data-element_type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b501df6 elementor-widget elementor-widget-heading\" data-id=\"b501df6\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&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\">Percorsi Ottimali<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5e1560 elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-heading\" data-id=\"d5e1560\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&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\">Digital Platform for Labs<\/h2>\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-6dc6090 e-flex e-con-boxed e-con e-parent\" data-id=\"6dc6090\" data-element_type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5617d5a elementor-widget elementor-widget-heading\" data-id=\"5617d5a\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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\">Struttura e prestazioni dei percorsi pi\u00f9 veloci su reti con agenti egoisti che interagiscono tra loro<\/h3>\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-117a7df e-flex e-con-boxed e-con e-parent\" data-id=\"117a7df\" data-element_type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-57ec888 e-con-full e-flex e-con e-child\" data-id=\"57ec888\" data-element_type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d03957e elementor-widget elementor-widget-heading\" data-id=\"d03957e\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Contesto<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-90a203e elementor-widget elementor-widget-text-editor\" data-id=\"90a203e\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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>I moderni <strong>sistemi di trasporto e di rete<\/strong> \u2014 come la mobilit\u00e0 urbana, la logistica e le reti di comunicazione \u2014 sono sempre pi\u00f9 influenzati dalla <strong>congestione causata da utenti<\/strong> che prendono decisioni in modo autonomo e guidati da interessi personali.<\/p><p>I modelli tradizionali si concentrano sui singoli collegamenti della rete, ma non riescono a descrivere come l\u2019intero sistema dei percorsi evolva quando entrano in gioco comportamenti collettivi.<\/p><p>Questo limite \u00e8 evidente in fenomeni come il cosiddetto \u201cprezzo dell\u2019anarchia\u201d, che misura le inefficienze generate dal comportamento non coordinato degli utenti.<\/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-a1a1d8b elementor-widget elementor-widget-heading\" data-id=\"a1a1d8b\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Cosa propone l'applicazione Percorsi Ottimali<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-528c924 elementor-widget elementor-widget-text-editor\" data-id=\"528c924\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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>L\u2019applicazione Percorsi Ottimali introduce un quadro analitico per <strong>studiare come cambiano i percorsi pi\u00f9 veloci nelle reti a fronte di un aumento della congestione causato dall&#8217;interazione tra gli agenti<\/strong>.<\/p><p>Per far ci\u00f2 vengono introdotti nuovi indicatori per caratterizzare sia la geometria dei percorsi (struttura spaziale, deviazioni, percorsi alternativi) che le prestazioni della mobilit\u00e0, ossia l&#8217;efficienza con cui gli agenti raggiungono le destinazioni.<\/p><p>Il sistema sviluppato \u00e8 stato <strong>validato sia su reti sintetiche che su sistemi urbani reali<\/strong>, rivelando come i percorsi ottimali si adattino dinamicamente o collassino con l&#8217;aumentare del traffico.<\/p><p>L&#8217;innovazione fondamentale risiede nella combinazione di <strong>teoria dei giochi, scienza delle reti e dinamica non lineare<\/strong> applicata a problemi reali di congestione delle reti urbane per studiare le inefficienze derivanti dai comportamenti decentralizzati.<\/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-2deed93 elementor-widget elementor-widget-heading\" data-id=\"2deed93\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Tratti innovativi<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-966c08d premium-type-column elementor-widget elementor-widget-premium-icon-list\" data-id=\"966c08d\" data-element_type=\"widget\" data-settings=\"{&quot;rbadges_repeater&quot;:[],&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"premium-icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<ul class=\"premium-bullet-list-box\">\n\t\t\t\t\n\t\t\t\t\t\t\t<li class=\"premium-bullet-list-content elementor-repeater-item-9efb7bb\">\n\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-drawable-icon\"><i class=\"premium-svg-nodraw icon icon-checkmark\" aria-hidden=\"true\"><\/i><\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-text-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"premium-bullet-text\" data-text=\"Passaggio da un&#039;analisi delle reti basata sui nodi a un&#039;analisi basata sui percorsi\"> Passaggio da un'analisi delle reti basata sui nodi a un'analisi basata sui percorsi <\/span>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/li>\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<li class=\"premium-bullet-list-content elementor-repeater-item-cd483ff\">\n\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-drawable-icon\"><i class=\"premium-svg-nodraw icon icon-checkmark\" aria-hidden=\"true\"><\/i><\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-text-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"premium-bullet-text\" data-text=\"Introduzione di nuovi indicatori relativi alla forma dei percorsi e alle prestazioni\"> Introduzione di nuovi indicatori relativi alla forma dei percorsi e alle prestazioni <\/span>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/li>\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<li class=\"premium-bullet-list-content elementor-repeater-item-57a8694\">\n\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-drawable-icon\"><i class=\"premium-svg-nodraw icon icon-checkmark\" aria-hidden=\"true\"><\/i><\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-text-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"premium-bullet-text\" data-text=\"Identificazione delle soglie critiche di congestione in cui il comportamento del sistema subisce un cambiamento repentino\"> Identificazione delle soglie critiche di congestione in cui il comportamento del sistema subisce un cambiamento repentino <\/span>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/li>\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<li class=\"premium-bullet-list-content elementor-repeater-item-7eb9846\">\n\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-drawable-icon\"><i class=\"premium-svg-nodraw icon icon-checkmark\" aria-hidden=\"true\"><\/i><\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-text-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"premium-bullet-text\" data-text=\"Individuazione di effetti non lineari e asimmetrici nelle aree urbane\"> Individuazione di effetti non lineari e asimmetrici nelle aree urbane <\/span>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/li>\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<li class=\"premium-bullet-list-content elementor-repeater-item-f8bfee7\">\n\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-drawable-icon\"><i class=\"premium-svg-nodraw icon icon-checkmark\" aria-hidden=\"true\"><\/i><\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-text-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"premium-bullet-text\" data-text=\"Utilizzo di misure di disuguaglianza (ad es. il coefficiente di Gini) per valutare l&#039;uniformit\u00e0 del peggioramento delle prestazioni della rete\"> Utilizzo di misure di disuguaglianza (ad es. il coefficiente di Gini) per valutare l'uniformit\u00e0 del peggioramento delle prestazioni della rete <\/span>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/li>\n\n\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5d25c5b e-con-full e-flex e-con e-child\" data-id=\"5d25c5b\" data-element_type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-8de1a96 e-con-full e-flex e-con e-child\" data-id=\"8de1a96\" data-element_type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3306adf elementor-position-left elementor-vertical-align-middle elementor-view-default elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"3306adf\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-user-friends\" viewBox=\"0 0 640 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M192 256c61.9 0 112-50.1 112-112S253.9 32 192 32 80 82.1 80 144s50.1 112 112 112zm76.8 32h-8.3c-20.8 10-43.9 16-68.5 16s-47.6-6-68.5-16h-8.3C51.6 288 0 339.6 0 403.2V432c0 26.5 21.5 48 48 48h288c26.5 0 48-21.5 48-48v-28.8c0-63.6-51.6-115.2-115.2-115.2zM480 256c53 0 96-43 96-96s-43-96-96-96-96 43-96 96 43 96 96 96zm48 32h-3.8c-13.9 4.8-28.6 8-44.2 8s-30.3-3.2-44.2-8H432c-20.4 0-39.2 5.9-55.7 15.4 24.4 26.3 39.7 61.2 39.7 99.8v38.4c0 2.2-.5 4.3-.6 6.4H592c26.5 0 48-21.5 48-48 0-61.9-50.1-112-112-112z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tPotenziali utenti \t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee47476 elementor-widget elementor-widget-text-editor\" data-id=\"ee47476\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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>Urbanisti e autorit\u00e0 dei trasporti<\/li><li>Fornitori di piattaforme di mobilit\u00e0 (calcolo del percorso, navigazione, Mobility-as-a-Service-MaaS)<\/li><li>Aziende di logistica e consegna<\/li><li>Sviluppatori di soluzioni per le citt\u00e0 intelligenti e ricercatori della scienza delle reti e dei sistemi complessi.<\/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-a39d40c e-con-full e-flex e-con e-child\" data-id=\"a39d40c\" data-element_type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ec50663 elementor-position-left elementor-vertical-align-middle elementor-view-default elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"ec50663\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-industry\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M475.115 163.781L336 252.309v-68.28c0-18.916-20.931-30.399-36.885-20.248L160 252.309V56c0-13.255-10.745-24-24-24H24C10.745 32 0 42.745 0 56v400c0 13.255 10.745 24 24 24h464c13.255 0 24-10.745 24-24V184.029c0-18.917-20.931-30.399-36.885-20.248z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tSettori d\u2019impatto\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b621f1b elementor-widget elementor-widget-text-editor\" data-id=\"b621f1b\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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>Mobilit\u00e0 intelligente e sistemi di trasporto<\/li><li>Pianificazione urbana e progettazione delle infrastrutture<\/li><li>Logistica e ottimizzazione della catena di approvvigionamento<\/li><li>Digital twin e piattaforme di simulazione<\/li><\/ul><p>\u00a0<\/p><p>Le principali applicazioni sono routing dinamico adattivo, simulazione e previsione della congestione, supporto decisionale data-driven, analisi di resilienza e robustezza delle infrastrutture viarie.<\/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-58cad77 e-con-full e-flex e-con e-child\" data-id=\"58cad77\" data-element_type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-34bbee6 elementor-position-left elementor-view-default elementor-mobile-position-top elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"34bbee6\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-flag\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M349.565 98.783C295.978 98.783 251.721 64 184.348 64c-24.955 0-47.309 4.384-68.045 12.013a55.947 55.947 0 0 0 3.586-23.562C118.117 24.015 94.806 1.206 66.338.048 34.345-1.254 8 24.296 8 56c0 19.026 9.497 35.825 24 45.945V488c0 13.255 10.745 24 24 24h16c13.255 0 24-10.745 24-24v-94.4c28.311-12.064 63.582-22.122 114.435-22.122 53.588 0 97.844 34.783 165.217 34.783 48.169 0 86.667-16.294 122.505-40.858C506.84 359.452 512 349.571 512 339.045v-243.1c0-23.393-24.269-38.87-45.485-29.016-34.338 15.948-76.454 31.854-116.95 31.854z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tValore economico e sociale\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44f3067 elementor-widget elementor-widget-text-editor\" data-id=\"44f3067\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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 style=\"font-weight: 400;\" aria-level=\"1\">quantificare e prevedere inefficienze sistemiche nelle reti congestionate<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">migliorare efficienza economica e ridurre costi<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">aumentare sostenibilit\u00e0 e qualit\u00e0 della vita.<\/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\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a623bf5 elementor-widget elementor-widget-heading\" data-id=\"a623bf5\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Ulteriori risorse e informazioni<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b9c0fe elementor-widget elementor-widget-text-editor\" data-id=\"5b9c0fe\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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<ol><li>Marco Cogoni, Giovanni Busonera, Enrico Gobbetti. <strong>Shape and Performance of Fastest Paths over Networks with Interacting Selfish Agents<\/strong>, Physical Review E, Volume 111, Number 4, page 044318 &#8211; april 2025 <a href=\"https:\/\/arxiv.org\/abs\/2412.17665\">https:\/\/arxiv.org\/abs\/2412.17665<\/a><\/li><li>Marco Cogoni, Giovanni Busonera. <strong>Predicting Network Congestion by Extending Betweenness Centrality to Interacting Agents<\/strong>, Physical Review E American Physical Society pages 044302 vol. 109 num. 4 &#8211; april 2024 <a href=\"https:\/\/link.aps.org\/doi\/10.1103\/PhysRevE.109.044302\">https:\/\/link.aps.org\/doi\/10.1103\/PhysRevE.109.044302<\/a><\/li><li>Marco Cogoni, Giovanni Busonera. <strong>Stability of traffic breakup patterns in urban networks<\/strong>. Phys. Rev. E American Physical Society, pages L012301 vol. 104 num. 5 &#8211; july 2021 <a href=\"https:\/\/link.aps.org\/doi\/10.1103\/PhysRevE.104.L012301\">https:\/\/link.aps.org\/doi\/10.1103\/PhysRevE.104.L012301<\/a><\/li><li>Marco Cogoni, Giovanni Busonera, Gianluigi Zanetti. <strong>Ultrametricity of optimal transport substates for multiple interacting paths over a square lattice network<\/strong>, Phys. Rev. E American Physical Society, pages 030108 vol. 95 num. 5 \u2013 march 2017 <a href=\"https:\/\/link.aps.org\/doi\/10.1103\/PhysRevE.95.030108\">https:\/\/link.aps.org\/doi\/10.1103\/PhysRevE.95.030108 <\/a><\/li><\/ol>\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-ff92325 elementor-widget elementor-widget-button\" data-id=\"ff92325\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.crs4.it\/tecnologie\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-left\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M257.5 445.1l-22.2 22.2c-9.4 9.4-24.6 9.4-33.9 0L7 273c-9.4-9.4-9.4-24.6 0-33.9L201.4 44.7c9.4-9.4 24.6-9.4 33.9 0l22.2 22.2c9.5 9.5 9.3 25-.4 34.3L136.6 216H424c13.3 0 24 10.7 24 24v32c0 13.3-10.7 24-24 24H136.6l120.5 114.8c9.8 9.3 10 24.8.4 34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Torna al Catalogo delle Tecnologie<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-b2c940a e-con-full e-flex e-con e-child\" data-id=\"b2c940a\" data-element_type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-01142f7 e-con-full e-flex e-con e-child\" data-id=\"01142f7\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7778df6 elementor-view-stacked elementor-position-left elementor-vertical-align-bottom elementor-shape-circle elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"7778df6\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-layer-group\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M12.41 148.02l232.94 105.67c6.8 3.09 14.49 3.09 21.29 0l232.94-105.67c16.55-7.51 16.55-32.52 0-40.03L266.65 2.31a25.607 25.607 0 0 0-21.29 0L12.41 107.98c-16.55 7.51-16.55 32.53 0 40.04zm487.18 88.28l-58.09-26.33-161.64 73.27c-7.56 3.43-15.59 5.17-23.86 5.17s-16.29-1.74-23.86-5.17L70.51 209.97l-58.1 26.33c-16.55 7.5-16.55 32.5 0 40l232.94 105.59c6.8 3.08 14.49 3.08 21.29 0L499.59 276.3c16.55-7.5 16.55-32.5 0-40zm0 127.8l-57.87-26.23-161.86 73.37c-7.56 3.43-15.59 5.17-23.86 5.17s-16.29-1.74-23.86-5.17L70.29 337.87 12.41 364.1c-16.55 7.5-16.55 32.5 0 40l232.94 105.59c6.8 3.08 14.49 3.08 21.29 0L499.59 404.1c16.55-7.5 16.55-32.5 0-40z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tCategoria\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-227af0c elementor-widget elementor-widget-text-editor\" data-id=\"227af0c\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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>Tematica: <br \/><strong>ICT<\/strong><\/p><p>Dominio:<br \/><strong>Mobilit\u00e0 Urbana<\/strong><\/p><p>Area specializzazione:<br \/><strong>Logistica<\/strong><\/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-c87915f e-con-full e-flex e-con e-child\" data-id=\"c87915f\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-74ad999 elementor-view-stacked elementor-position-left elementor-vertical-align-bottom elementor-shape-circle elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"74ad999\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256c0 136.967-111.033 248-248 248S8 392.967 8 256 119.033 8 256 8s248 111.033 248 248zM227.314 387.314l184-184c6.248-6.248 6.248-16.379 0-22.627l-22.627-22.627c-6.248-6.249-16.379-6.249-22.628 0L216 308.118l-70.059-70.059c-6.248-6.248-16.379-6.248-22.628 0l-22.627 22.627c-6.248 6.248-6.248 16.379 0 22.627l104 104c6.249 6.249 16.379 6.249 22.628.001z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tStatus\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4484cd1 elementor-widget elementor-widget-text-editor\" data-id=\"4484cd1\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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><strong>Tipologia di innovazione<\/strong>:<br \/>modulare, incrementale<\/p><p><strong>Tipologia di prodotto<\/strong>:<br \/>software<\/p><p><strong>Tecnologie emergenti adottate<\/strong>:<br \/>modellizzazione computazionale e simulazione, Metriche avanzate e analisi dei dati.<\/p><p><strong>Stadio di sviluppo tecnologico<\/strong>:<br \/>TRL 3-4<\/p><p><strong>Caratteristiche di Propriet\u00e0 intellettuale<\/strong>: <br \/>Codice proprietario<\/p><p><strong>Eventuali partner di sviluppo<\/strong>:<br \/>No<\/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-e81cdcd e-con-full e-flex e-con e-child\" data-id=\"e81cdcd\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5178f20 elementor-view-stacked elementor-position-left elementor-vertical-align-bottom elementor-shape-circle elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"5178f20\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-tag\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M0 252.118V48C0 21.49 21.49 0 48 0h204.118a48 48 0 0 1 33.941 14.059l211.882 211.882c18.745 18.745 18.745 49.137 0 67.882L293.823 497.941c-18.745 18.745-49.137 18.745-67.882 0L14.059 286.059A48 48 0 0 1 0 252.118zM112 64c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tKeywords\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-04697bd elementor-widget elementor-widget-text-editor\" data-id=\"04697bd\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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<ol><li><strong>Algoritmi di ottimizzazione dei percorsi<\/strong><\/li><li><strong>Gestione della congestione di rete<\/strong><\/li><li><strong>Sistemi multiagente<\/strong><\/li><li><strong>Supporto decisionale basato sulla simulazione<\/strong><\/li><\/ol>\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-cf457b4 e-con-full e-flex e-con e-child\" data-id=\"cf457b4\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9bb45b6 elementor-view-stacked elementor-position-left elementor-vertical-align-bottom elementor-shape-circle elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"9bb45b6\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-paper-plane\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M476 3.2L12.5 270.6c-18.1 10.4-15.8 35.6 2.2 43.2L121 358.4l287.3-253.2c5.5-4.9 13.3 2.6 8.6 8.3L176 407v80.5c0 23.6 28.5 32.9 42.5 15.8L282 426l124.6 52.2c14.2 6 30.4-2.9 33-18.2l72-432C515 7.8 493.3-6.8 476 3.2z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tContatti\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ab69c9c elementor-widget elementor-widget-text-editor\" data-id=\"ab69c9c\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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>Responsabile <b>Marco Cogoni<\/b><br>&#8211; collaborazioni industriali<br>&#8211; progetti pilota e dimostratori<br>&#8211; trasferimento tecnologico (licensing)<\/p>\n<p><strong>Per informazioni:<\/strong> <a href=\"mailto:valorisation@crs4.it\">valorisation@crs4.it<\/a><\/p>\n<p><strong>&nbsp;<\/strong><\/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-38fa130 e-con-full e-flex e-con e-child\" data-id=\"38fa130\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6c645a2 elementor-view-stacked elementor-position-left elementor-vertical-align-bottom elementor-shape-circle elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"6c645a2\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-calendar-alt\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M0 464c0 26.5 21.5 48 48 48h352c26.5 0 48-21.5 48-48V192H0v272zm320-196c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12v-40zm0 128c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12v-40zM192 268c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12v-40zm0 128c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12v-40zM64 268c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12H76c-6.6 0-12-5.4-12-12v-40zm0 128c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12H76c-6.6 0-12-5.4-12-12v-40zM400 64h-48V16c0-8.8-7.2-16-16-16h-32c-8.8 0-16 7.2-16 16v48H160V16c0-8.8-7.2-16-16-16h-32c-8.8 0-16 7.2-16 16v48H48C21.5 64 0 85.5 0 112v48h448v-48c0-26.5-21.5-48-48-48z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tDate\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1bc3fbb elementor-widget elementor-widget-text-editor\" data-id=\"1bc3fbb\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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><strong>Ultimo aggiornamento<\/strong>: 25\/03\/2026<\/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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>CATALOGO TECNOLOGIE CRS4 Percorsi Ottimali Digital Platform for Labs Struttura e prestazioni dei percorsi pi\u00f9 veloci su reti con agenti egoisti che interagiscono tra loro Contesto I moderni sistemi di trasporto e di rete \u2014 come la mobilit\u00e0 urbana, la logistica e le reti di comunicazione \u2014 sono sempre pi\u00f9 influenzati dalla congestione causata da [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":757889,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[149],"tags":[],"class_list":["post-819782","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ct"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>PERCORSI OTTIMALI - Struttura e prestazioni dei percorsi su reti con agenti - CRS4<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.crs4.it\/en\/ct\/percorsiottimali\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"PERCORSI OTTIMALI - Struttura e prestazioni dei percorsi su reti con agenti - CRS4\" \/>\n<meta property=\"og:description\" content=\"CATALOGO TECNOLOGIE CRS4 Percorsi Ottimali Digital Platform for Labs Struttura e prestazioni dei percorsi pi\u00f9 veloci su reti con agenti egoisti che interagiscono tra loro Contesto I moderni sistemi di trasporto e di rete \u2014 come la mobilit\u00e0 urbana, la logistica e le reti di comunicazione \u2014 sono sempre pi\u00f9 influenzati dalla congestione causata da [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.crs4.it\/en\/ct\/percorsiottimali\/\" \/>\n<meta property=\"og:site_name\" content=\"CRS4\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/pages\/CRS4\/153623948010688\" \/>\n<meta property=\"article:published_time\" content=\"2026-05-27T08:03:44+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-06-18T09:52:38+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.crs4.it\/wp-content\/uploads\/percorsiottimali.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1536\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Ivan Marcialis\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/percorsiottimali\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/percorsiottimali\\\/\"},\"author\":{\"name\":\"Ivan Marcialis\",\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/#\\\/schema\\\/person\\\/1f2ca59b2e8b677cf9494a56a233b5c0\"},\"headline\":\"PERCORSI OTTIMALI &#8211; Struttura e prestazioni dei percorsi su reti con agenti\",\"datePublished\":\"2026-05-27T08:03:44+00:00\",\"dateModified\":\"2026-06-18T09:52:38+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/percorsiottimali\\\/\"},\"wordCount\":687,\"publisher\":{\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/percorsiottimali\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.crs4.it\\\/wp-content\\\/uploads\\\/percorsiottimali.jpg\",\"articleSection\":[\"Tecnologie\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/percorsiottimali\\\/\",\"url\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/percorsiottimali\\\/\",\"name\":\"PERCORSI OTTIMALI - Struttura e prestazioni dei percorsi su reti con agenti - CRS4\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/percorsiottimali\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/percorsiottimali\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.crs4.it\\\/wp-content\\\/uploads\\\/percorsiottimali.jpg\",\"datePublished\":\"2026-05-27T08:03:44+00:00\",\"dateModified\":\"2026-06-18T09:52:38+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/percorsiottimali\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/percorsiottimali\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/percorsiottimali\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.crs4.it\\\/wp-content\\\/uploads\\\/percorsiottimali.jpg\",\"contentUrl\":\"https:\\\/\\\/www.crs4.it\\\/wp-content\\\/uploads\\\/percorsiottimali.jpg\",\"width\":1536,\"height\":1024},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/percorsiottimali\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"PERCORSI OTTIMALI &#8211; Struttura e prestazioni dei percorsi su reti con agenti\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/\",\"name\":\"CRS4\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/#organization\",\"name\":\"CRS4\",\"url\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.crs4.it\\\/wp-content\\\/uploads\\\/CRS4.trentennale_3.png\",\"contentUrl\":\"https:\\\/\\\/www.crs4.it\\\/wp-content\\\/uploads\\\/CRS4.trentennale_3.png\",\"width\":1518,\"height\":577,\"caption\":\"CRS4\"},\"image\":{\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/pages\\\/CRS4\\\/153623948010688\",\"https:\\\/\\\/www.instagram.com\\\/crs4.it\\\/\",\"https:\\\/\\\/www.youtube.com\\\/CRS4video\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/crs4\",\"https:\\\/\\\/www.slideshare.net\\\/CRS4\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/#\\\/schema\\\/person\\\/1f2ca59b2e8b677cf9494a56a233b5c0\",\"name\":\"Ivan Marcialis\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2deb034fc900020dfb6f514407ddcad0a2c2f03c517e30f77ef5e150b210ae0d?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2deb034fc900020dfb6f514407ddcad0a2c2f03c517e30f77ef5e150b210ae0d?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2deb034fc900020dfb6f514407ddcad0a2c2f03c517e30f77ef5e150b210ae0d?s=96&d=mm&r=g\",\"caption\":\"Ivan Marcialis\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"PERCORSI OTTIMALI - Struttura e prestazioni dei percorsi su reti con agenti - CRS4","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.crs4.it\/en\/ct\/percorsiottimali\/","og_locale":"en_US","og_type":"article","og_title":"PERCORSI OTTIMALI - Struttura e prestazioni dei percorsi su reti con agenti - CRS4","og_description":"CATALOGO TECNOLOGIE CRS4 Percorsi Ottimali Digital Platform for Labs Struttura e prestazioni dei percorsi pi\u00f9 veloci su reti con agenti egoisti che interagiscono tra loro Contesto I moderni sistemi di trasporto e di rete \u2014 come la mobilit\u00e0 urbana, la logistica e le reti di comunicazione \u2014 sono sempre pi\u00f9 influenzati dalla congestione causata da [&hellip;]","og_url":"https:\/\/www.crs4.it\/en\/ct\/percorsiottimali\/","og_site_name":"CRS4","article_publisher":"https:\/\/www.facebook.com\/pages\/CRS4\/153623948010688","article_published_time":"2026-05-27T08:03:44+00:00","article_modified_time":"2026-06-18T09:52:38+00:00","og_image":[{"width":1536,"height":1024,"url":"https:\/\/www.crs4.it\/wp-content\/uploads\/percorsiottimali.jpg","type":"image\/jpeg"}],"author":"Ivan Marcialis","twitter_card":"summary_large_image","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.crs4.it\/en\/ct\/percorsiottimali\/#article","isPartOf":{"@id":"https:\/\/www.crs4.it\/en\/ct\/percorsiottimali\/"},"author":{"name":"Ivan Marcialis","@id":"https:\/\/www.crs4.it\/en\/#\/schema\/person\/1f2ca59b2e8b677cf9494a56a233b5c0"},"headline":"PERCORSI OTTIMALI &#8211; Struttura e prestazioni dei percorsi su reti con agenti","datePublished":"2026-05-27T08:03:44+00:00","dateModified":"2026-06-18T09:52:38+00:00","mainEntityOfPage":{"@id":"https:\/\/www.crs4.it\/en\/ct\/percorsiottimali\/"},"wordCount":687,"publisher":{"@id":"https:\/\/www.crs4.it\/en\/#organization"},"image":{"@id":"https:\/\/www.crs4.it\/en\/ct\/percorsiottimali\/#primaryimage"},"thumbnailUrl":"https:\/\/www.crs4.it\/wp-content\/uploads\/percorsiottimali.jpg","articleSection":["Tecnologie"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.crs4.it\/en\/ct\/percorsiottimali\/","url":"https:\/\/www.crs4.it\/en\/ct\/percorsiottimali\/","name":"PERCORSI OTTIMALI - Struttura e prestazioni dei percorsi su reti con agenti - CRS4","isPartOf":{"@id":"https:\/\/www.crs4.it\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.crs4.it\/en\/ct\/percorsiottimali\/#primaryimage"},"image":{"@id":"https:\/\/www.crs4.it\/en\/ct\/percorsiottimali\/#primaryimage"},"thumbnailUrl":"https:\/\/www.crs4.it\/wp-content\/uploads\/percorsiottimali.jpg","datePublished":"2026-05-27T08:03:44+00:00","dateModified":"2026-06-18T09:52:38+00:00","breadcrumb":{"@id":"https:\/\/www.crs4.it\/en\/ct\/percorsiottimali\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.crs4.it\/en\/ct\/percorsiottimali\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.crs4.it\/en\/ct\/percorsiottimali\/#primaryimage","url":"https:\/\/www.crs4.it\/wp-content\/uploads\/percorsiottimali.jpg","contentUrl":"https:\/\/www.crs4.it\/wp-content\/uploads\/percorsiottimali.jpg","width":1536,"height":1024},{"@type":"BreadcrumbList","@id":"https:\/\/www.crs4.it\/en\/ct\/percorsiottimali\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.crs4.it\/en\/"},{"@type":"ListItem","position":2,"name":"PERCORSI OTTIMALI &#8211; Struttura e prestazioni dei percorsi su reti con agenti"}]},{"@type":"WebSite","@id":"https:\/\/www.crs4.it\/en\/#website","url":"https:\/\/www.crs4.it\/en\/","name":"CRS4","description":"","publisher":{"@id":"https:\/\/www.crs4.it\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.crs4.it\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.crs4.it\/en\/#organization","name":"CRS4","url":"https:\/\/www.crs4.it\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.crs4.it\/en\/#\/schema\/logo\/image\/","url":"https:\/\/www.crs4.it\/wp-content\/uploads\/CRS4.trentennale_3.png","contentUrl":"https:\/\/www.crs4.it\/wp-content\/uploads\/CRS4.trentennale_3.png","width":1518,"height":577,"caption":"CRS4"},"image":{"@id":"https:\/\/www.crs4.it\/en\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/pages\/CRS4\/153623948010688","https:\/\/www.instagram.com\/crs4.it\/","https:\/\/www.youtube.com\/CRS4video","https:\/\/www.linkedin.com\/company\/crs4","https:\/\/www.slideshare.net\/CRS4"]},{"@type":"Person","@id":"https:\/\/www.crs4.it\/en\/#\/schema\/person\/1f2ca59b2e8b677cf9494a56a233b5c0","name":"Ivan Marcialis","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/2deb034fc900020dfb6f514407ddcad0a2c2f03c517e30f77ef5e150b210ae0d?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/2deb034fc900020dfb6f514407ddcad0a2c2f03c517e30f77ef5e150b210ae0d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/2deb034fc900020dfb6f514407ddcad0a2c2f03c517e30f77ef5e150b210ae0d?s=96&d=mm&r=g","caption":"Ivan Marcialis"}}]}},"_links":{"self":[{"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/posts\/819782","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/comments?post=819782"}],"version-history":[{"count":3,"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/posts\/819782\/revisions"}],"predecessor-version":[{"id":819786,"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/posts\/819782\/revisions\/819786"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/media\/757889"}],"wp:attachment":[{"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/media?parent=819782"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/categories?post=819782"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/tags?post=819782"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}