{"id":1865,"date":"2022-10-03T11:42:35","date_gmt":"2022-10-03T10:42:35","guid":{"rendered":"https:\/\/edu.eledia.org\/courses\/eledia-auth-2022-global-optimization\/?page_id=1865"},"modified":"2022-10-03T11:42:35","modified_gmt":"2022-10-03T10:42:35","slug":"course-syllabus","status":"publish","type":"page","link":"https:\/\/edu.eledia.org\/courses\/eledia-auth-2022-global-optimization\/index.php\/course-syllabus\/","title":{"rendered":"Course Syllabus"},"content":{"rendered":"<ul>\n<li>Part I \u2010 Introduction\n<ul>\n<li>(I.1) EAs as Optimization Tools<\/li>\n<li>(I.2) The Meaning and Need of Optimization<\/li>\n<li>(I.4) Global and Local Optimization<\/li>\n<li>(I.5) Optimization Paradigms\n<ul>\n<li>The No\u2010Free\u2010Lunch Theorem<\/li>\n<li>The Issues of Optimization<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>Part II \u2013 General Structure of EAs\n<ul>\n<li>(II.1) The Origin of EAs \u2013 Adaptation in Artificial Systems<\/li>\n<li>(II.2) EAs Building Blocks\n<ul>\n<li>The Basic and Control Level<\/li>\n<li>Single and Multiple Objective Optimization<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>Part III \u2010 Genetic\u2010Based Strategies (Competitive EAs)\n<ul>\n<li>(III.1) Genetic Algorithms (GAs)\n<ul>\n<li>Architecture and Operators<\/li>\n<li>GAs Implementations<\/li>\n<li>A Simple Example<\/li>\n<\/ul>\n<\/li>\n<li>(III.2) Differential Evolution (DE)\n<ul>\n<li>Architecture and Operators<\/li>\n<li>GAs Implementations<\/li>\n<li>A Simple Example<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>Part IV \u2010 Swarm Intelligence (Cooperative EAs)\n<ul>\n<li>(IV.1) Particle Swarm Optimization (PSO)\n<ul>\n<li>Architecture and Operators<\/li>\n<li>Control Parameters<\/li>\n<li>A Simple Example<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>Part V \u2010 Applications\n<ul>\n<li>(V.1) EAs Application Guidelines<\/li>\n<li>(V.2) Suitable Environments for EAs<\/li>\n<li>(V.3) EM Applications<\/li>\n<\/ul>\n<\/li>\n<li>Part VI \u2010 Future Trends &amp; Developments\n<ul>\n<li>(VI.1) AI-enhanced &amp; Multi-Objective Optimization\n<ul>\n<li>The System-by-Design Paradigm<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Part I \u2010 Introduction (I.1) EAs as Optimization Tools (I.2) The Meaning [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/edu.eledia.org\/courses\/eledia-auth-2022-global-optimization\/index.php\/wp-json\/wp\/v2\/pages\/1865"}],"collection":[{"href":"https:\/\/edu.eledia.org\/courses\/eledia-auth-2022-global-optimization\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/edu.eledia.org\/courses\/eledia-auth-2022-global-optimization\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/edu.eledia.org\/courses\/eledia-auth-2022-global-optimization\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/edu.eledia.org\/courses\/eledia-auth-2022-global-optimization\/index.php\/wp-json\/wp\/v2\/comments?post=1865"}],"version-history":[{"count":1,"href":"https:\/\/edu.eledia.org\/courses\/eledia-auth-2022-global-optimization\/index.php\/wp-json\/wp\/v2\/pages\/1865\/revisions"}],"predecessor-version":[{"id":1866,"href":"https:\/\/edu.eledia.org\/courses\/eledia-auth-2022-global-optimization\/index.php\/wp-json\/wp\/v2\/pages\/1865\/revisions\/1866"}],"wp:attachment":[{"href":"https:\/\/edu.eledia.org\/courses\/eledia-auth-2022-global-optimization\/index.php\/wp-json\/wp\/v2\/media?parent=1865"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}