{"id":18198,"date":"2019-12-10T04:36:26","date_gmt":"2019-12-10T04:36:26","guid":{"rendered":"https:\/\/www.inspirenignite.com\/anna-university\/fuzzy-logic-and-ann-prod-7th-sem-syllabus-for-be-2017-regulation-anna-univ-professional-elective-ii\/"},"modified":"2020-07-08T11:24:19","modified_gmt":"2020-07-08T11:24:19","slug":"fuzzy-logic-and-ann-prod-7th-sem-syllabus-for-be-2017-regulation-anna-univ-professional-elective-ii","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/anna-university\/fuzzy-logic-and-ann-prod-7th-sem-syllabus-for-be-2017-regulation-anna-univ-professional-elective-ii\/","title":{"rendered":"Fuzzy Logic and Ann Prod 7th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective II)"},"content":{"rendered":"<p>Fuzzy Logic and Ann Prod 7th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective II) detail syllabus for Production Engineering (Prod), 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 (PR8002), 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 prod 7th sem syllabus for be 2017 regulation anna univ you can visit <a href=\"..\/prod-7th-sem-syllabus-for-be-2017-regulation-anna-univ\">Prod 7th Sem syllabus for BE 2017 regulation Anna Univ Subjects<\/a>. For all other Professional Elective II subjects do refer to <a href=\"..\/professional-elective-ii-prod-7th-sem-syllabus-for-be-2017-regulation-anna-univ\">Professional Elective II<\/a>. The detail syllabus for fuzzy logic and ann is as follows.<\/p>\n<h4>Course Objective:<\/h4>\n<ul>\n<li>To impact knowledge on fuzzy logic principles<\/li>\n<li>To understand models of ANN<\/li>\n<li>To use the fuzzy logic and neural network for application related to design and manufacture<\/li>\n<\/ul>\n<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<h4>Unit II<\/h4>\n<p><strong>Advanced Fuzzy Logic Applications<\/strong><br \/>\nFuzzy logic controllers &#8211; principles &#8211; review of control systems theory &#8211; various industrial applications of FLC adaptive fuzzy systems &#8211; fuzzy decision making &#8211; Multiobjective decision making &#8211; fuzzy classification &#8211; means clustering &#8211; fuzzy pattern recognition &#8211; image processing applications -systactic recognition &#8211; fuzzy optimization.<\/p>\n<h4>Unit III<\/h4>\n<p><strong>Introduction To Artificial Neural Networks<\/strong><br \/>\nFundamentals of neural networks &#8211; model of an artificial neuron &#8211; neural network architectures -Learning methods &#8211; Taxonomy of Neural network architectures &#8211; Standard back propagation algorithms &#8211; selection of various parameters &#8211; variations Applications of back propagation algorithms.<\/p>\n<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<h4>Unit V<\/h4>\n<p><strong>Recent Advances<\/strong><br \/>\nFundamentals of genetic algorithms &#8211; genetic modeling &#8211; hybrid systems &#8211; integration of fuzzy logic, neural networks and genetic algorithms &#8211; non traditional optimization techniques like ant colony optimization &#8211; Particle swarm optimization and artificial immune systems &#8211; applications in design and manufacturing.<\/p>\n<h4>Course Outcome:<\/h4>\n<p>Upon the completion of this course, the students will be able to<\/p>\n<ul>\n<li>Develop the skill in basic understanding on fuzzy logic.<\/li>\n<li>Develop the skill in basic understanding on neural network<\/li>\n<li>Explore the functional components of neural classification conducer and the functional components of fuzzy logic classification on controller.<\/li>\n<li>Develop and implement a basic trainable neural network (or) a fuzzy logic system to design and manufacturing.<\/li>\n<li>Understand the recent advances in fundamentals of genetic algorithm.<\/li>\n<\/ul>\n<h4>Text Books:<\/h4>\n<ol>\n<li>Rajasekaran. S.. Vijayalakshmi Pai. G.A. Neural Networks, Fuzzy Logic and Genetic Algorithms, Prentice Hall of India Private Limited, 2003<\/li>\n<li>Timothy J.Ross, Fuzzy logic with Engineering Applications, McGraw Hill, 2017<\/li>\n<li>Zurada J.M. Introduction to Artificial Neural Systems, Jaico publishing house, 2016.<\/li>\n<\/ol>\n<h4>References:<\/h4>\n<ol>\n<li>Klir.G, Yuan B.B. Fuzzy sets and Fuzzy Logic Prentice Hall of India private limited, 1997.<\/li>\n<li>Laurene Fausett, Fundamentals of Neural Networks, Prentice hall, 1992<\/li>\n<li>Gen, M. and Cheng R. Genetic Algorithm and Engineering Design, john wiley 1997<\/li>\n<\/ol>\n<p>For detail syllabus of all other subjects of BE Prod, 2017 regulation do visit <a href=\"https:\/\/www.inspirenignite.com\/anna-university\/prod-7th-sem-syllabus-for-be-2017-regulation-anna-univ\/\">Prod 7th 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>Fuzzy Logic and Ann Prod 7th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective II) detail syllabus for Production Engineering (Prod), 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":[50,63],"tags":[],"class_list":["post-18198","post","type-post","status-publish","format-standard","hentry","category-7th-sem","category-production"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/18198","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=18198"}],"version-history":[{"count":1,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/18198\/revisions"}],"predecessor-version":[{"id":27981,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/18198\/revisions\/27981"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/media?parent=18198"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/categories?post=18198"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/tags?post=18198"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}