{"id":19575,"date":"2019-12-10T06:08:58","date_gmt":"2019-12-10T06:08:58","guid":{"rendered":"https:\/\/www.inspirenignite.com\/anna-university\/soft-computing-techniques-eee-8th-sem-syllabus-for-be-2017-regulation-anna-univ-professional-elective-v\/"},"modified":"2019-12-10T06:08:58","modified_gmt":"2019-12-10T06:08:58","slug":"soft-computing-techniques-eee-8th-sem-syllabus-for-be-2017-regulation-anna-univ-professional-elective-v","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/anna-university\/soft-computing-techniques-eee-8th-sem-syllabus-for-be-2017-regulation-anna-univ-professional-elective-v\/","title":{"rendered":"Soft Computing Techniques Eee 8th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective V)"},"content":{"rendered":"<p>Soft Computing Techniques Eee 8th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective V) detail syllabus for Electrical &amp; Electronics Engineering (Eee), 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 (EE8012), 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 eee 8th sem syllabus for be 2017 regulation anna univ you can visit <a href=\"..\/eee-8th-sem-syllabus-for-be-2017-regulation-anna-univ\">Eee 8th Sem syllabus for BE 2017 regulation Anna Univ Subjects<\/a>. For all other Professional Elective V subjects do refer to <a href=\"..\/professional-elective-v-eee-8th-sem-syllabus-for-be-2017-regulation-anna-univ\">Professional Elective V<\/a>. The detail syllabus for soft computing techniques is as follows.<\/p>\n<p><h4>Course Objective:<\/h4>\n<ul>\n<li>The objective of the course is to make the students to understand the concepts of Artificial Neural Network, Fuzzy logic and Genetic algorithms and also their application in Geomatics.<\/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>Fuzzy Systems<\/strong><br \/>\nFuzzy Logic: Fuzzy set theory, Fuzzy set versus crisp set, Crisp and fuzzy relations &#8211; introduction and features of membership functions, Fuzzy rule base system : fuzzy propositions, formation, decomposition and aggregation of fuzzy rules, fuzzy reasoning, fuzzy inference systems, fuzzy decision making.\n<\/p>\n<p><h4>Unit III<\/h4>\n<p><strong>Neuro-Fuzzy Modelling<\/strong><br \/>\nAdaptive Neuro-Fuzzy Inference Systems &#8211; Architecture &#8211; Hybrid Learning Algorithm &#8211; Learning Methods that Cross-fertilize ANFIS and RBFN &#8211; Coactive Neuro Fuzzy Modeling &#8211; Framework Neuron Functions for Adaptive Networks &#8211; Neuro Fuzzy Spectrum.\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>Applications of Soft Computing<\/strong><br \/>\nimage registration &#8211; Object recognition &#8211; Automated feature extraction &#8211; navigation &#8211; Integration of soft computing and GIS for flood forecasting and monitoring, Landslide susceptibility, Highway alignment, smart city planning, agriculture, solid waste disposal\n<\/p>\n<p><h4>Course Outcome:<\/h4>\n<ul>\n<li>At the end of the course, students will be able to apply the concepts of Artificial Neural Network, Fuzzy logic, Genetic algorithms and also their application in Geomatic.<\/li>\n<\/ul>\n<p><h4>Text Books:<\/h4>\n<ol>\n<li>Freeman J.A. and Skapura B.M., &#8220;Neural Networks, Algorithms Applications and Programming Techniques&#8221;, Addison-Wesely, 1990<\/li>\n<li>Jang J.S.R.,Sun C.T and Mizutami E &#8211; Neuro Fuzzy and Soft computing Prentice hall New Jersey,1998<\/li>\n<\/ol>\n<p><h4>References:<\/h4>\n<ol>\n<li>Timothy J.Ross:Fuzzy Logic Engineering Applications. McGraw Hill,NewYork,1997.<\/li>\n<li>Laurene Fauseett: Fundamentals of Neural Networks. Prentice Hall India, New Delhi,1994.<\/li>\n<li>George J.Klir and Bo Yuan, Fuzzy Sets and Fuzzy Logic, Prentice Hall Inc., New Jersey,1995<\/li>\n<li>Nih.J. Ndssen Artificial Intelligence, Harcourt Asia Ltd.,Singapore,1998<\/li>\n<\/li>\n<\/ol>\n<p>For detail syllabus of all other subjects of BE Eee, 2017 regulation do visit <a href=\"..\/category\/eee+8th-sem\">Eee 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 Techniques Eee 8th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective V) detail syllabus for Electrical &amp; Electronics Engineering (Eee), 2017 regulation is collected from the [&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":[51,74],"tags":[],"class_list":["post-19575","post","type-post","status-publish","format-standard","hentry","category-8th-sem","category-eee"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/19575","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=19575"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/19575\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/media?parent=19575"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/categories?post=19575"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/tags?post=19575"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}