{"id":52272,"date":"2025-12-18T12:04:46","date_gmt":"2025-12-18T11:04:46","guid":{"rendered":"https:\/\/www.mathos.unios.hr\/optimaai\/"},"modified":"2026-02-02T12:56:15","modified_gmt":"2026-02-02T11:56:15","slug":"optimaai","status":"publish","type":"page","link":"https:\/\/www.mathos.unios.hr\/en\/optimaai\/","title":{"rendered":"Advanced Algorithms and Optimization Models Supported by Mathematical Theory (OptimaAI)"},"content":{"rendered":"\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<figure class=\"wp-block-image size-full alignfull\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"357\" src=\"https:\/\/www.mathos.unios.hr\/wp-content\/uploads\/2026\/01\/optimaAI-1.jpeg\" alt=\"\" class=\"wp-image-51941\" srcset=\"https:\/\/www.mathos.unios.hr\/wp-content\/uploads\/2026\/01\/optimaAI-1.jpeg 800w, https:\/\/www.mathos.unios.hr\/wp-content\/uploads\/2026\/01\/optimaAI-1-300x134.jpeg 300w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"informacije\">Basic Information<\/h2>\n\n\n\n<p>The OptimaAI project focuses on the development of innovative artificial intelligence algorithms and optimization models grounded in modern mathematical theories. The aim of the project is to build energy-efficient and scalable solutions for the analysis of complex data in bioinformatics, natural language processing, visual tracking, and industrial optimization. A key component of the project is the strong synergy between applied AI technologies (deep learning, NLP, edge AI) and fundamental mathematical disciplines (combinatorics and discrete mathematics, number theory, and group theory).<\/p>\n\n\n\n<p>The project is structured around four work packages: WP1 \u2013 Development of advanced bioinformatics tools for single-cell transcriptome analysis; WP2 \u2013 Development of AI models for large-scale datasets and intelligent real-time camera signal processing; WP3 \u2013 Deep learning for combinatorial optimization and graph theory; and WP4 \u2013 Solving mathematical problems applicable to optimization through heuristics and metaheuristics using theoretical, combinatorial, and discrete approaches.<\/p>\n\n\n\n<p>Expected results include open-source software, high-impact scientific publications, and the transfer of results into applications relevant to healthcare, industry, and the digital transition.<\/p>\n\n\n\n<p><strong>Project duration:<\/strong> 1.10.2025 \u2013 30.9.2029.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"publikacije\">Publications<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>D. Krupi\u0107, D. Matijevi\u0107, N. \u0160uvak, J. Maltar, D. \u0160everdija, <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2949882125001185?via%3Dihub\">Evaluating the agreement between human preferences, GPT-4V and Gemini Pro Vision assessments: Can AI recognize what people might like?<\/a>, Computers in Human Behavior: Artificial Humans <strong>6<\/strong> (2025)<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"konferencije\">Conferences<\/h2>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"mobilnost\">Mobility<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Bartol Borozan, Faculty of Informatics and Data Science, University of Regensburg, Germany, 1.10.2025. \u2013 30.06.2026.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"novosti\">News<\/h2>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large alignfull\">\n  <img decoding=\"async\" src=\"https:\/\/www.mathos.unios.hr\/wp-content\/uploads\/2026\/01\/HR-Financira-Europska-unija_POS_hor-1024x246.jpg\"\n       alt=\"\" \/>\n<\/figure>\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div class=\"wp-block-group c-nav--sub u-mb--sml--10\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><nav class=\"is-responsive items-justified-left is-vertical c-nav--sub u-mb--sml--10 wp-block-navigation is-content-justification-left is-layout-flex wp-container-core-navigation-is-layout-aacc3761 wp-block-navigation-is-layout-flex\" aria-label=\"Project - EN\" \n\t\t data-wp-interactive=\"core\/navigation\" data-wp-context='{\"overlayOpenedBy\":{\"click\":false,\"hover\":false,\"focus\":false},\"type\":\"overlay\",\"roleAttribute\":\"\",\"ariaLabel\":\"Menu\"}'><button aria-haspopup=\"dialog\" aria-label=\"Open menu\" class=\"wp-block-navigation__responsive-container-open\" \n\t\t\t\tdata-wp-on--click=\"actions.openMenuOnClick\"\n\t\t\t\tdata-wp-on--keydown=\"actions.handleMenuKeydown\"\n\t\t\t><svg width=\"24\" height=\"24\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M4 7.5h16v1.5H4z\"><\/path><path d=\"M4 15h16v1.5H4z\"><\/path><\/svg><\/button>\n\t\t\t\t<div class=\"wp-block-navigation__responsive-container\"  id=\"modal-1\" \n\t\t\t\tdata-wp-class--has-modal-open=\"state.isMenuOpen\"\n\t\t\t\tdata-wp-class--is-menu-open=\"state.isMenuOpen\"\n\t\t\t\tdata-wp-watch=\"callbacks.initMenu\"\n\t\t\t\tdata-wp-on--keydown=\"actions.handleMenuKeydown\"\n\t\t\t\tdata-wp-on--focusout=\"actions.handleMenuFocusout\"\n\t\t\t\ttabindex=\"-1\"\n\t\t\t>\n\t\t\t\t\t<div class=\"wp-block-navigation__responsive-close\" tabindex=\"-1\">\n\t\t\t\t\t\t<div class=\"wp-block-navigation__responsive-dialog\" \n\t\t\t\tdata-wp-bind--aria-modal=\"state.ariaModal\"\n\t\t\t\tdata-wp-bind--aria-label=\"state.ariaLabel\"\n\t\t\t\tdata-wp-bind--role=\"state.roleAttribute\"\n\t\t\t>\n\t\t\t\t\t\t\t<button aria-label=\"Close menu\" class=\"wp-block-navigation__responsive-container-close\" \n\t\t\t\tdata-wp-on--click=\"actions.closeMenuOnClick\"\n\t\t\t><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 24 24\" width=\"24\" height=\"24\" aria-hidden=\"true\" focusable=\"false\"><path d=\"m13.06 12 6.47-6.47-1.06-1.06L12 10.94 5.53 4.47 4.47 5.53 10.94 12l-6.47 6.47 1.06 1.06L12 13.06l6.47 6.47 1.06-1.06L13.06 12Z\"><\/path><\/svg><\/button>\n\t\t\t\t\t\t\t<div class=\"wp-block-navigation__responsive-container-content\" \n\t\t\t\tdata-wp-watch=\"callbacks.focusFirstElement\"\n\t\t\t id=\"modal-1-content\">\n\t\t\t\t\t\t\t\t<ul class=\"wp-block-navigation__container is-responsive items-justified-left is-vertical c-nav--sub u-mb--sml--10 wp-block-navigation\"><li class=\" wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"#informacije\"><span class=\"wp-block-navigation-item__label\">Basic Information<\/span><\/a><\/li><li class=\" wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"#publikacije\"><span class=\"wp-block-navigation-item__label\">Publications<\/span><\/a><\/li><li class=\" wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"#konferencije\"><span class=\"wp-block-navigation-item__label\">Conferences<\/span><\/a><\/li><li class=\" wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"#mobilnost\"><span class=\"wp-block-navigation-item__label\">Mobility<\/span><\/a><\/li><li class=\" wp-block-navigation-item wp-block-navigation-link\"><a class=\"wp-block-navigation-item__content\"  href=\"#novosti\"><span class=\"wp-block-navigation-item__label\">News<\/span><\/a><\/li><\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div><\/nav>\n\n\n<section id=\"section-g-1ald26p\" class=\"wp-block-gutentor-divider section-g-1ald26p gutentor-element gutentor-section gutentor-divider text-center\"><div class=\"grid-container\"><div class=\"gutentor-divider-box\"><span class=\"gutentor-divider-separator\"><\/span><\/div><\/div><\/section>\n\n\n\n<div class=\"wp-block-group c-nav--sub u-mb--sml--10\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\">Project Team<\/h3>\n\n\n\n<p><a href=\"https:\/\/www.mathos.unios.hr\/moj_profil\/domagoj-matijevic\/\">Domagoj Matijevi\u0107<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.mathos.unios.hr\/moj_profil\/domagoj-severdija\/\">Domagoj \u0160everdija<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.mathos.unios.hr\/moj_profil\/tomislav-prusina\/\">Tomislav Prusina<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.mathos.unios.hr\/moj_profil\/juraj-benic\/\">Juraj Beni\u0107<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.mathos.unios.hr\/moj_profil\/jurica-maltar\/\">Jurica Maltar<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.mathos.unios.hr\/moj_profil\/josipa-sabljo\/\">Josipa Sabljo<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.mathos.unios.hr\/moj_profil\/mateja-dumic\/\">Mateja \u0110umi\u0107<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.mathos.unios.hr\/moj_profil\/rebeka-coric\/\">Rebeka \u010cori\u0107<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.mathos.unios.hr\/moj_profil\/bartol-borozan\/\">Bartol Borozan<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.mathos.unios.hr\/moj_profil\/luka-borozan\/\">Luka Borozan<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.mathos.unios.hr\/moj_profil\/kristian-sabo\/\">Kristian Sabo<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.mathos.unios.hr\/moj_profil\/snjezana-majstorovic-ergotic\/\">Snje\u017eana Majstorovi\u0107 Ergoti\u0107<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.mathos.unios.hr\/moj_profil\/ivan-matic\/\">Ivan Mati\u0107<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.mathos.unios.hr\/moj_profil\/ivan-soldo\/\">Ivan Soldo<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.mathos.unios.hr\/moj_profil\/mirela-jukic-bokun\/\">Mirela Juki\u0107 Bokun<\/a><\/p>\n\n\n\n<ul class=\"wp-block-list\"><\/ul>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"Basic Information The OptimaAI project focuses on the development of innovative artificial intelligence algorithms and optimization models grounded in modern mathematical theories. The aim of the project is to build energy-efficient and scalable solutions for the analysis of complex data in bioinformatics, natural language processing, visual tracking, and industrial optimization. A key component of the <a href=\"https:\/\/www.mathos.unios.hr\/en\/optimaai\/\" class=\"more-link\">&#8230;<span class=\"screen-reader-text\">  Advanced Algorithms and Optimization Models Supported by Mathematical Theory (OptimaAI)<\/span><\/a>","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","kk_blocks_editor_width":"","_kiokenblocks_attr":"","_kiokenblocks_dimensions":"","footnotes":""},"class_list":["post-52272","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Advanced Algorithms and Optimization Models Supported by Mathematical Theory (OptimaAI) - School of Applied Mathematics and Informatics<\/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.mathos.unios.hr\/en\/optimaai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Advanced Algorithms and Optimization Models Supported by Mathematical Theory (OptimaAI) - School of Applied Mathematics and Informatics\" \/>\n<meta property=\"og:description\" content=\"Basic Information The OptimaAI project focuses on the development of innovative artificial intelligence algorithms and optimization models grounded in modern mathematical theories. 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