{"id":2995,"date":"2017-01-17T15:47:35","date_gmt":"2017-01-17T15:47:35","guid":{"rendered":"http:\/\/www.inspirenignite.com\/anna-university\/?p=2995"},"modified":"2019-07-18T14:26:14","modified_gmt":"2019-07-18T14:26:14","slug":"anna-university-b-tech-ic-r13-7th-sem-applied-soft-computing-syllabus","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/anna-university\/anna-university-b-tech-ic-r13-7th-sem-applied-soft-computing-syllabus\/","title":{"rendered":"Anna University B.Tech IC (R13) 7th Sem Applied Soft Computing Syllabus"},"content":{"rendered":"<p>Applied Soft Computing for B.Tech 7th sem is covered here. This gives the details about credits, number of hours and other details along with reference books for the course.<\/p>\n<p>The detailed syllabus for Applied Soft Computing B.Tech (R13) seventhsem is as follows<\/p>\n<p><strong>OBJECTIVES:<\/strong><\/p>\n<ul>\n<li>To expose the students to the concepts of feed forward neural networks.<\/li>\n<li>To provide adequate knowledge about feedback neural networks<\/li>\n<li>To provide adequate knowledge about fuzzy and neuro-fuuzy systems<\/li>\n<li>To provide comprehensive knowledge of fuzzy logic control to real time systems.<\/li>\n<li>To provide adequate knowledge of genetic algorithms and its application to economic dispatch\u00a0and unit commitment problems.<\/li>\n<\/ul>\n<p><strong>UNIT I : ARCHITECTURES \u2013 ANN<\/strong> \u00a0 \u00a0 \u00a0[9 hours]<br \/>\nIntroduction \u2013 Biological neuron \u2013 Artificial neuron \u2013 Neuron model \u2013 Supervised and unsupervised\u00a0learning- Single layer \u2013 Multi layer feed forward network \u2013 Learning algorithm- Back propagation\u00a0network.<\/p>\n<p><strong>UNIT II: \u00a0NEURAL NETWORKS FOR CONTROL<\/strong> \u00a0 \u00a0\u00a0[9 hours]<br \/>\nFeedback networks \u2013 Discrete time Hopfield networks \u2013 Transient response of continuous time\u00a0system \u2013 Applications of artificial neural network \u2013 Process identification \u2013 Neuro controller for inverted\u00a0pendulum.<\/p>\n<p><strong>UNIT III : FUZZY SYSTEMS<\/strong> \u00a0 \u00a0 \u00a0[9 hours]<br \/>\nClassical sets \u2013 Fuzzy sets \u2013 Fuzzy relations \u2013 Fuzzification \u2013 Defuzzification \u2013 Fuzzy rules \u2013\u00a0Membership function \u2013 Knowledge base \u2013 Decision-making logic \u2013 Introduction to neuro fuzzy\u00a0system- Adaptive fuzzy system.<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\"><strong>Download iStudy\u00a0Android\u00a0App for complete Anna University syllabus, results, timetables and all other updates. There are no ads and no pdfs and will make your life way easier.<\/strong><\/a><\/p>\n<p><strong>[TOTAL: 45 PERIODS]<\/strong><\/p>\n<p><strong>OUTCOMES:<\/strong><\/p>\n<ul>\n<li>Ability to understand and apply basic science, circuit theory, Electro-magnetic field theory\u00a0control theory and apply them to electrical engineering problems.<\/li>\n<li>To understand and apply computing platform and software for engineering problems.<\/li>\n<\/ul>\n<p><strong>TEXT BOOKS:<\/strong><\/p>\n<ul>\n<li>Laurance Fausett, Englewood cliffs, N.J., \u2018Fundamentals of Neural Networks\u2019,Pearson Education,\u00a01992.<\/li>\n<li>Timothy J. Ross, \u2018Fuzzy Logic with Engineering Applications\u2019, Tata McGraw Hill, 1997.<\/li>\n<li>S.N.Sivanandam and S.N.Deepa, Principles of Soft computing, Wiley India Edition, 2nd Edition,\u00a02013.<\/li>\n<\/ul>\n<p><strong>REFERENCES:<\/strong><\/p>\n<ul>\n<li>Simon Haykin, \u2018Neural Networks\u2019, Pearson Education, 2003.<\/li>\n<li>John Yen &amp; Reza Langari, \u2018Fuzzy Logic \u2013 Intelligence Control &amp; Information\u2019, Pearson Education,\u00a0New Delhi, 2003<\/li>\n<li>M.Gen and R,Cheng, Genetic algorithms and Optimization, Wiley Series in Engineering Design\u00a0and Automation, 2000.<\/li>\n<li>Hagan, Demuth, Beale, \u201c Neural Network Design\u201d, Cengage Learning, 2012.<\/li>\n<li>N.P.Padhy, \u201c Artificial Intelligence and Intelligent Systems\u201d, Oxford, 2013.<\/li>\n<li>William S.Levine, \u201cControl System Advanced Methods,\u201d The Control Handbook CRC Press, 2011.<\/li>\n<\/ul>\n<p>For all other <a href=\"http:\/\/www.inspirenignite.com\/anna-university\/anna-university-b-tech-instrumentation-and-control-engineering-7th-sem-course-structure-for-r13-batch\/\">B.Tech IC 7th sem syllabus go to Anna University B.Tech INSTRUMENTATION AND CONTROL ENGINEERING (IC) 7th Sem Course Structure for (R13) Batch.<\/a>\u00a0All details and yearly new syllabus will be updated here time to time. Subscribe, like us on facebook and follow us on google plus for all updates.<\/p>\n<p>Do share with friends and in case of questions please feel free drop a comment.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Applied Soft Computing for B.Tech 7th sem is covered here. This gives the details about credits, number of hours and other details along with reference books for the course. The [&hellip;]<\/p>\n","protected":false},"author":2259,"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":[1],"tags":[],"class_list":["post-2995","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/2995","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\/2259"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/comments?post=2995"}],"version-history":[{"count":2,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/2995\/revisions"}],"predecessor-version":[{"id":11599,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/2995\/revisions\/11599"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/media?parent=2995"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/categories?post=2995"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/tags?post=2995"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}