{"id":27513,"date":"2020-07-06T05:59:55","date_gmt":"2020-07-06T05:59:55","guid":{"rendered":"https:\/\/www.inspirenignite.com\/anna-university\/soft-computing-cc-8th-sem-syllabus-for-be-2017-regulation-anna-univ-professional-elective-iv\/"},"modified":"2020-07-06T05:59:55","modified_gmt":"2020-07-06T05:59:55","slug":"soft-computing-cc-8th-sem-syllabus-for-be-2017-regulation-anna-univ-professional-elective-iv","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/anna-university\/soft-computing-cc-8th-sem-syllabus-for-be-2017-regulation-anna-univ-professional-elective-iv\/","title":{"rendered":"Soft Computing C&amp;C 8th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective IV)"},"content":{"rendered":"<p>Soft Computing C&amp;C 8th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective IV) detail syllabus for Computer &amp; Communication Engineering (C&amp;C), 2017 regulation is collected from the <a href=\"https:\/\/www.annauniv.edu\/\" target=\"_blank\" rel=\"noopener\">Anna Univ<\/a> official website and presented for students of Anna University. The details of the course are: course code (CS8086), Category (PE), Contact Periods\/week (3), Teaching hours\/week (3), Practical Hours\/week (0). The total course credits are given in combined syllabus.<\/p>\n<p>For all other c&amp;c 8th sem syllabus for be 2017 regulation anna univ you can visit <a href=\"..\/cc-8th-sem-syllabus-for-be-2017-regulation-anna-univ\">C&amp;C 8th Sem syllabus for BE 2017 regulation Anna Univ Subjects<\/a>. For all other Professional Elective IV subjects do refer to <a href=\"..\/professional-elective-iv-cc-8th-sem-syllabus-for-be-2017-regulation-anna-univ\">Professional Elective IV<\/a>. The detail syllabus for soft computing is as follows.<\/p>\n<p><h4>Course Objective:<\/h4>\n<ul>\n<li>To learn the basic concepts of Soft Computing<\/li>\n<li>To become familiar with various techniques like neural networks, genetic algorithms and fuzzy systems.<\/li>\n<li>To apply soft computing techniques to solve problems.<\/li>\n<\/ul>\n<p><h4>Unit I<\/h4>\n<p>For complete syllabus and results, class timetable and more pls <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">download iStudy<\/a>. Its a light weight, easy to use, no images, no pdfs platform to make students life easier.<\/p>\n<p><h4>Unit II<\/h4>\n<p><strong>Artificial Neural Networks<\/strong><br \/>\nBack propagation Neural Networks &#8211; Kohonen Neural Network -Learning Vector Quantization -Hamming Neural Network &#8211; Hopfield Neural Network- Bi-directional Associative Memory -Adaptive Resonance Theory Neural Networks- Support Vector Machines &#8211; Spike Neuron Models.\n<\/p>\n<p><h4>Unit III<\/h4>\n<p><strong>Fuzzy Systems<\/strong><br \/>\nIntroduction to Fuzzy Logic, Classical Sets and Fuzzy Sets &#8211; Classical Relations and Fuzzy Relations -Membership Functions -Defuzzification &#8211; Fuzzy Arithmetic and Fuzzy Measures -Fuzzy Rule Base and Approximate Reasoning &#8211; Introduction to Fuzzy Decision Making.\n<\/p>\n<p><h4>Unit IV<\/h4>\n<p>For complete syllabus and results, class timetable and more pls <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">download iStudy<\/a>. Its a light weight, easy to use, no images, no pdfs platform to make students life easier.<\/p>\n<p><h4>Unit V<\/h4>\n<p><strong>Hybrid Systems<\/strong><br \/>\nHybrid Systems -Neural Networks, Fuzzy Logic and Genetic -GA Based Weight Determination &#8211; LR-Type Fuzzy Numbers &#8211; Fuzzy Neuron &#8211; Fuzzy BP Architecture &#8211; Learning in Fuzzy BP- Inference by Fuzzy BP &#8211; Fuzzy ArtMap: A Brief Introduction &#8211; Soft Computing Tools &#8211; GA in Fuzzy Logic Controller Design &#8211; Fuzzy Logic Controller\n<\/p>\n<p><h4>Course Outcome:<\/h4>\n<p>Upon completion of this course, the students should be able to<\/p>\n<ul>\n<li>Apply suitable soft computing techniques for various applications.<\/li>\n<li>Integrate various soft computing techniques for complex problems.<\/li>\n<\/ul>\n<p><h4>Text Books:<\/h4>\n<ol>\n<li>N.P.Padhy, S.P.Simon, &#8220;Soft Computing with MATLAB Programming&#8221;, Oxford University Press, 2015.<\/li>\n<li>S.N.Sivanandam , S.N.Deepa, &#8220;Principles of Soft Computing&#8221;, Wiley India Pvt.Ltd., 2nd Edition, 2011.<\/li>\n<li>S.Rajasekaran, G.A.Vijayalakshmi Pai, &#8220;Neural Networks, Fuzzy Logic and Genetic Algorithm, Synthesis and Applications &#8220;, PHI Learning Pvt.Ltd., 2017.<\/li>\n<\/ol>\n<p><h4>References:<\/h4>\n<ol>\n<li>Jyh-Shing Roger Jang, Chuen-Tsai Sun, Eiji Mizutani, Neuro-Fuzzy and Soft Computing, Prentice-Hall of India, 2002.<\/li>\n<li>Kwang H.Lee, First course on Fuzzy Theory and Applications, Springer, 2005.<\/li>\n<li>George J. Klir and Bo Yuan, Fuzzy Sets and Fuzzy Logic-Theory and Applications, Prentice Hall, 1996.<\/li>\n<li>James A. Freeman and David M. Skapura, Neural Networks Algorithms, Applications, and Programming Techniques, Addison Wesley, 2003.<\/li>\n<\/li>\n<\/ol>\n<p>For detail syllabus of all other subjects of BE C&amp;C, 2017 regulation do visit <a href=\"..\/category\/cc+8th-sem\">C&amp;C 8th Sem syllabus for 2017 Regulation<\/a>.<\/p>\n<p>Dont forget to <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">download iStudy<\/a> for latest syllabus and results, class timetable and more.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Soft Computing C&amp;C 8th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective IV) detail syllabus for Computer &amp; Communication Engineering (C&amp;C), 2017 regulation is collected from the Anna [&hellip;]<\/p>\n","protected":false},"author":2297,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[51,68],"tags":[],"class_list":["post-27513","post","type-post","status-publish","format-standard","hentry","category-8th-sem","category-cc"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/27513","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/users\/2297"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/comments?post=27513"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/27513\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/media?parent=27513"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/categories?post=27513"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/tags?post=27513"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}