{"id":62,"date":"2015-02-09T14:16:06","date_gmt":"2015-02-09T12:16:06","guid":{"rendered":"http:\/\/blog.metu.edu.tr\/ekentel\/?page_id=62"},"modified":"2023-04-25T11:37:21","modified_gmt":"2023-04-25T08:37:21","slug":"ce7015","status":"publish","type":"page","link":"https:\/\/blog.metu.edu.tr\/ekentel\/courses\/ce7015\/","title":{"rendered":"CE7015"},"content":{"rendered":"<p><strong><br \/>\n<a href=\"http:\/\/blog.metu.edu.tr\/ekentel\/files\/2015\/02\/WP_20151004_006.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-84 alignright\" src=\"http:\/\/blog.metu.edu.tr\/ekentel\/files\/2015\/02\/WP_20151004_006-300x225.jpg\" alt=\"WP_20151004_006\" width=\"300\" height=\"225\" srcset=\"https:\/\/blog.metu.edu.tr\/ekentel\/files\/2015\/02\/WP_20151004_006-300x225.jpg 300w, https:\/\/blog.metu.edu.tr\/ekentel\/files\/2015\/02\/WP_20151004_006-1024x768.jpg 1024w, https:\/\/blog.metu.edu.tr\/ekentel\/files\/2015\/02\/WP_20151004_006-624x468.jpg 624w, https:\/\/blog.metu.edu.tr\/ekentel\/files\/2015\/02\/WP_20151004_006.jpg 1632w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a>CE7015 \u2013 SOFT COMPUTING METHODS FOR WATER RESOURCES MANAGEMENT<\/strong><\/p>\n<p>March 2023<\/p>\n<p>Instructor: Dr. El\u00e7in Kentel<\/p>\n<p>K4 Bldg., 103<\/p>\n<p>Phone: 2105412<\/p>\n<p>Email: ekentel@metu.edu.tr<\/p>\n<p><strong>Schedule<\/strong><\/p>\n<p>Wednesday, 13:40-16:40<\/p>\n<p><strong>Course Content<\/strong><\/p>\n<p>Water resources planning and management under uncertainty, need for soft computing techniques, soft computing techniques such as artificial neural networks (ANN), fuzzy inference systems (FIS), genetic algorithms (GA), application of these techniques to water resources engineering problems such as river flow estimation, reservoir operation, etc.<\/p>\n<p>Suggested References<\/p>\n<ul>\n<li>Piegat, A. (2001) Fuzzy Modeling and Control, Physica-Verlag, A Springer-Verlag Company, Heidelberg; New York.<\/li>\n<li>Lilly, J.H. (2010) Fuzzy Control and Identification. John Wiley &amp; Sons, Inc., Hoboken, New Jersey<\/li>\n<li>Ross, T.J. (2004) Fuzzy Logic with Engineering Applications. John Wiley &amp; Sons Ltd., West Sussex, England.<\/li>\n<li>Callan Robert (1999) The Essence of Neural Networks, Prentice Hall Europe, London.<\/li>\n<li>Haupt, R. L. and Haupt, S. L. (1998) Practical Genetic Algorithms. John Wiley &amp; Sons, Inc., New York.<\/li>\n<\/ul>\n<p>Course Outline<\/p>\n<ol>\n<li>Introduction to Soft Computing<\/li>\n<li>Uncertainty, probability, fuzzy<\/li>\n<li>Hydrosystems\n<ol>\n<li>Simulation versus optimization<\/li>\n<li>Design versus analysis<\/li>\n<\/ol>\n<\/li>\n<li>Fuzzy Sets<\/li>\n<li>Fuzzy Relations<\/li>\n<li>Fuzzy Inference Systems<\/li>\n<li>Artificial Neural Networks<\/li>\n<li>Genetic Algorithms<\/li>\n<\/ol>\n<p>Tentative Grading<\/p>\n<p>Quiz and homeworks \u00a0\u00a0 15%<\/p>\n<p>1st MT \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 20%<\/p>\n<p>2nd MT \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 20%<\/p>\n<p>Paper\/Project \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 15%<\/p>\n<p>Final \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 30%<\/p>\n","protected":false},"excerpt":{"rendered":"<p>CE7015 \u2013 SOFT COMPUTING METHODS FOR WATER RESOURCES MANAGEMENT March 2023 Instructor: Dr. El\u00e7in Kentel K4 Bldg., 103 Phone: 2105412 Email: ekentel@metu.edu.tr Schedule Wednesday, 13:40-16:40 Course Content Water resources planning and management under uncertainty, need for soft computing techniques, soft computing techniques such as artificial neural networks (ANN), fuzzy inference systems (FIS), genetic algorithms (GA), [&hellip;]<\/p>\n","protected":false},"author":1681,"featured_media":0,"parent":52,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-62","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/blog.metu.edu.tr\/ekentel\/wp-json\/wp\/v2\/pages\/62","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.metu.edu.tr\/ekentel\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blog.metu.edu.tr\/ekentel\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blog.metu.edu.tr\/ekentel\/wp-json\/wp\/v2\/users\/1681"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.metu.edu.tr\/ekentel\/wp-json\/wp\/v2\/comments?post=62"}],"version-history":[{"count":0,"href":"https:\/\/blog.metu.edu.tr\/ekentel\/wp-json\/wp\/v2\/pages\/62\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/blog.metu.edu.tr\/ekentel\/wp-json\/wp\/v2\/pages\/52"}],"wp:attachment":[{"href":"https:\/\/blog.metu.edu.tr\/ekentel\/wp-json\/wp\/v2\/media?parent=62"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}