{"id":1898,"date":"2016-07-02T14:23:07","date_gmt":"2016-07-02T14:23:07","guid":{"rendered":"http:\/\/www.inspirenignite.com\/jntuh\/?p=1898"},"modified":"2021-10-27T20:39:58","modified_gmt":"2021-10-27T20:39:58","slug":"jntuh-b-tech-4th-year-1-sem-computer-science-and-engineering-r13-4-1-soft-computing-elective-ii-r13-syllabus","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/jntuh\/jntuh-b-tech-4th-year-1-sem-computer-science-and-engineering-r13-4-1-soft-computing-elective-ii-r13-syllabus\/","title":{"rendered":"JNTUH B.Tech 4th Year 1 sem Computer Science and Engineering R13 (4-1) Soft Computing (Elective \u2013 II) R13 syllabus."},"content":{"rendered":"<p style=\"text-align: justify\">JNTUH B.Tech 4th year (4-1) Soft Computing gives you detail information of Soft Computing (Elective \u2013 II) R13 syllabus It will be help full to understand you complete curriculum of the year.<\/p>\n<p><strong>Objectives<\/strong><\/p>\n<ul>\n<li style=\"text-align: justify\">To give students knowledge of soft computing theories fundamentals, i.e. Fundamentals of artificial and neural networks, fuzzy sets and fuzzy logic and genetic algorithms.<\/li>\n<\/ul>\n<p><strong>UNIT-I<\/strong><\/p>\n<p style=\"text-align: justify\">Al Problems and Search: Al problems, Techniques, Problem Spaces and Search, Heuristic Search Techniques- Generate and Test, Hill Climbing, Best First Search Problem reduction, Constraint Satisfaction and Means End Analysis. Approaches to Knowledge Representation- Using Predicate Logic and Rules.<\/p>\n<p style=\"text-align: justify\"><strong>UNIT-II<\/strong><\/p>\n<p>Artificial Neural Networks: Introduction, Basic models of ANN, important terminologies, Supervised Learning Networks, Perceptron Networks, Adaptive Linear Neuron, Back propagation Network. Associative Memory Networks. Traing Algorithms for pattern association, BAM and Hopfield Networks.<\/p>\n<p><strong>UNIT-III<\/strong><\/p>\n<p style=\"text-align: justify\">Unsupervised Learning Network- Introduction, Fixed Weight Competitive Nets, Maxnet, Hamming Network, Kohonen Self-Organizing Feature Maps, Learning Vector Quanitizatton, Counter Propagation Networks, Adaptive Resonance Theory Networks. Special Networks-Introduction to various networks.<\/p>\n<p style=\"text-align: center\"><strong><a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #ff0000\">Download iStudy Android App for complete JNTUH syllabus, results, timetables and all other updates. There are no ads and no pdfs and will make your life way easier<\/span>.<\/a><\/strong><\/p>\n<p><strong>TEXT BOOKS<\/strong><\/p>\n<ul>\n<li>Principles of Soft Computing- S N Sivanandam, S N Deepa, Wiley India, 2007.<\/li>\n<li>Soft Computing and Intelligent System Design -Fakhreddine 0 Karray, Clarence D Silva, Pearson Edition, 2004.<\/li>\n<\/ul>\n<p><strong>REFERENCE BOOKS<\/strong><\/p>\n<ul>\n<li style=\"text-align: justify\">Artificial Intelligence and Soft Computing- Behavioural and Cognitive Modelling of the Human Brain- Amit Konar, CRC press, Taylor and Francis Group.<\/li>\n<li style=\"text-align: justify\">Artificial Intelligence \u2014 Elaine Rich and Kevin Knight, TMH, 1991,rp2008.<\/li>\n<li style=\"text-align: justify\">Artificial Intelligence \u2014 Patric Henry Winston \u2014 Third Edition, Pearson Education.<\/li>\n<li style=\"text-align: justify\">A first course in Fuzzy Logic-Hung T Nguyen and Elbert A Walker, CRC. Press Taylor and Francis Group.<\/li>\n<li style=\"text-align: justify\">Artificial Intelligence and Intelligent Systems, N.P.Padhy, Oxford Univ. Press.<\/li>\n<\/ul>\n<p><strong>Outcomes<\/strong><\/p>\n<ul>\n<li style=\"text-align: justify\">Student can able to building intelligent systems through soft computing techniques.<\/li>\n<li style=\"text-align: justify\">Student should be able to understand the concept of artificial neural networks, fuzzy arithmetic and fuzzy logic with their day to day applications.<\/li>\n<\/ul>\n<p>For more information about all JNTU updates please stay connected to us on FB and don\u2019t hesitate to ask any questions in the comment.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>JNTUH B.Tech 4th year (4-1) Soft Computing gives you detail information of Soft Computing (Elective \u2013 II) R13 syllabus It will be help full to understand you complete curriculum of [&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":[2,152,123,62],"tags":[],"class_list":["post-1898","post","type-post","status-publish","format-standard","hentry","category-cse","category-1st-sem-2","category-4th-year","category-syllabus"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts\/1898","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/users\/2259"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/comments?post=1898"}],"version-history":[{"count":4,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts\/1898\/revisions"}],"predecessor-version":[{"id":17387,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts\/1898\/revisions\/17387"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/media?parent=1898"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/categories?post=1898"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/tags?post=1898"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}