{"id":12566,"date":"2026-04-13T18:04:48","date_gmt":"2026-04-13T15:04:48","guid":{"rendered":"https:\/\/en.csw.uobaghdad.edu.iq\/?p=12566"},"modified":"2026-06-05T18:10:54","modified_gmt":"2026-06-05T15:10:54","slug":"scientific-workshop-on-recent-trends-in-deep-learning-and-enhancing-the-performance-of-evolutionary-algorithms","status":"publish","type":"post","link":"https:\/\/en.csw.uobaghdad.edu.iq\/?p=12566","title":{"rendered":"Scientific Workshop on Recent Trends in Deep Learning and Enhancing the Performance of Evolutionary Algorithms"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row][vc_column][vc_column_text css=&#8221;&#8221;]<\/p>\n<div class=\"qMYqUG_convSearchResultHighlightRoot\">\n<div class=\"\" data-turn-id-container=\"request-WEB:8a197237-4055-46b2-8e3f-ecc821fb2999-8\" data-is-intersecting=\"true\">\n<section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-WEB:8a197237-4055-46b2-8e3f-ecc821fb2999-8\" data-turn-id-container=\"request-WEB:8a197237-4055-46b2-8e3f-ecc821fb2999-8\" data-testid=\"conversation-turn-18\" data-scroll-anchor=\"false\" data-turn=\"assistant\">\n<div class=\"text-base my-auto mx-auto pb-3 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\">\n<div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" data-conversation-screenshot-content=\"\">\n<div class=\"flex max-w-full flex-col gap-4 grow\">\n<div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"33ccbf27-655d-4820-995b-419674e423c4\" data-message-model-slug=\"gpt-5-5\" data-turn-start-message=\"true\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden\">\n<div class=\"markdown prose dark:prose-invert wrap-break-word w-full light markdown-new-styling\">\n<p style=\"text-align: justify;\" data-start=\"116\" data-end=\"705\">Under the patronage of the Dean of the College of Science for Women, <strong data-start=\"195\" data-end=\"231\">Professor Dr. Sameera Naji Khdim<\/strong>, the Continuing Education Unit organized a scientific workshop entitled <strong data-start=\"304\" data-end=\"412\">\u201cRecent Trends in Using Deep Learning Techniques to Enhance the Performance of Evolutionary Algorithms.\u201d<\/strong> The workshop was presented by <strong data-start=\"443\" data-end=\"482\">Ms. Hiba Samir Saeed<\/strong>, who presented the latest approaches and techniques in the field of deep learning and explored their role in supporting and advancing evolutionary algorithms, thereby improving their efficiency in solving complex problems.<\/p>\n<p style=\"text-align: justify;\" data-start=\"707\" data-end=\"1273\">The workshop included a comprehensive scientific presentation on the concept of <strong data-start=\"787\" data-end=\"804\">deep learning<\/strong> as a major branch of <strong data-start=\"826\" data-end=\"853\">artificial intelligence<\/strong>, highlighting the mechanisms through which deep learning techniques can be integrated with evolutionary algorithms to achieve more accurate, efficient, and robust solutions. In addition, the presenter reviewed a range of practical applications that demonstrate the significance of these technologies across various domains, including <strong data-start=\"1188\" data-end=\"1272\">data analysis, predictive modeling, and the optimization of computational models<\/strong>.<\/p>\n<p style=\"text-align: justify;\" data-start=\"1275\" data-end=\"1606\">The workshop further emphasized the potential of combining deep learning and evolutionary computation to address complex real-world challenges and to improve the performance of intelligent systems. Such applications contribute significantly to the development of the research and technical competencies of students and researchers.<\/p>\n<p style=\"text-align: justify;\" data-start=\"1608\" data-end=\"1878\" data-is-last-node=\"\" data-is-only-node=\"\">The workshop concluded by underscoring the importance of enhancing students\u2019 and researchers\u2019 skills in the field of deep learning technologies and highlighting their pivotal role in advancing scientific research and improving the quality and impact of academic studies.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n<\/div>\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;12569&#8243; img_size=&#8221;large&#8221; alignment=&#8221;center&#8221; css=&#8221;&#8221;][vc_raw_js]JTNDc2NyaXB0JTNFJTIwdmFyJTIwdHJhbnNfcGFnZSUzRCUyMjUyNDY2JTIyJTNCJTNDJTJGc2NyaXB0JTNF[\/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;] Under the patronage of the Dean of the College of Science for Women, Professor Dr. Sameera Naji Khdim, &#8230; <\/p>\n","protected":false},"author":183,"featured_media":12568,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-12566","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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