{"id":13132,"date":"2026-05-05T09:18:48","date_gmt":"2026-05-05T06:18:48","guid":{"rendered":"https:\/\/en.csw.uobaghdad.edu.iq\/?p=13132"},"modified":"2026-06-29T09:27:05","modified_gmt":"2026-06-29T06:27:05","slug":"the-efficiency-of-evolutionary-algorithms-and-the-impact-of-multi-objective-optimization-on-computational-performance","status":"publish","type":"post","link":"https:\/\/en.csw.uobaghdad.edu.iq\/?p=13132","title":{"rendered":"The Efficiency of Evolutionary Algorithms and the Impact of Multi-Objective Optimization on Computational Performance"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row][vc_column][vc_column_text css=&#8221;&#8221;]<\/p>\n<p style=\"text-align: justify;\"><strong>Department of Computer Science Organizes a Scientific Workshop on the Efficiency of Evolutionary Algorithms <\/strong>Under the patronage of the Dean of the College of Science for Women, <strong>Professor Dr. Sameera Naji Khdim<\/strong>, the Continuing Education Unit, in collaboration with the Department of Computer Science, organized a scientific workshop entitled <strong>&#8220;The Effect of Varying the Number of Objectives on the Performance of Evolutionary Algorithms.&#8221;<\/strong> The workshop was presented by<strong>\u00a0Dr. Ammar Hussein Jasim<\/strong>, <strong>Ms, Heba Sameer Saeed<\/strong>, and <strong>Ms. Heba Imad Namik<\/strong>.<\/p>\n<p style=\"text-align: justify;\">The workshop aimed to explore and analyze the relationship between problem complexity, represented by the number of objectives, and the efficiency of evolutionary algorithms in identifying optimal solutions. It provided a comprehensive explanation of how computational speed and solution accuracy are affected when transitioning from single-objective optimization problems to <strong>multi-objective optimization<\/strong> problems. The workshop also highlighted contemporary techniques employed to enhance the performance of evolutionary algorithms in complex data environments.<\/p>\n<p style=\"text-align: justify;\">The workshop was organized in support of the <strong>United Nations Sustainable Development Goals (SDGs)<\/strong>, particularly <strong>Goal 9: Industry, Innovation and Infrastructure<\/strong>, by promoting scientific research in the fields of information technology and artificial intelligence and advancing the development of computational algorithms that improve the efficiency of advanced technological systems. It also contributed to <strong>Goal 4: Quality Education<\/strong> by enriching the academic knowledge and research competencies of students and researchers.<\/p>\n<p>[\/vc_column_text][vc_empty_space]<div class=\"cz_gap clr \" style=\"height: 50px\"><\/div>[\/vc_column][\/vc_row][vc_row][vc_column][vc_single_image image=&#8221;13135&#8243; img_size=&#8221;large&#8221; alignment=&#8221;center&#8221; css=&#8221;&#8221;][vc_raw_js]JTNDc2NyaXB0JTNFJTIwdmFyJTIwdHJhbnNfcGFnZSUzRCUyMjUyOTkxJTIyJTNCJTNDJTJGc2NyaXB0JTNF[\/vc_raw_js][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column][vc_column_text css=&#8221;&#8221;] Department of Computer Science Organizes a Scientific Workshop on the Efficiency of Evolutionary Algorithms Under the patronage of &#8230; <\/p>\n","protected":false},"author":183,"featured_media":13134,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-13132","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - 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