{"id":12810,"date":"2018-09-18T12:43:39","date_gmt":"2018-09-18T12:43:39","guid":{"rendered":"https:\/\/www.inspirenignite.com\/jntuh\/?p=12810"},"modified":"2021-11-05T05:03:19","modified_gmt":"2021-11-05T05:03:19","slug":"jntuh-m-tech-2017-2018-r17-detailed-syllabus-soft-computing-techniques","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/jntuh\/jntuh-m-tech-2017-2018-r17-detailed-syllabus-soft-computing-techniques\/","title":{"rendered":"JNTUH M.Tech 2017-2018 (R17) Detailed Syllabus Soft Computing Techniques"},"content":{"rendered":"<p>Soft Computing Techniques Detailed Syllabus for Geo-Informatics and Surveying Technology M.Tech first year second 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 Soft Computing Techniques M.Tech 2017-2018 (R17) first year second sem is as follows.<\/p>\n<p>M.Tech. I Year II Sem.<\/p>\n<p><strong>Course Objective:<\/strong> to understand the soft computing techniques application to Geo informatics<\/p>\n<p><strong>Course Outcome:<\/strong> at the end of semester the student will able to learn identify the ANN, fuzzy and neuro fuzzy algorithms which were suitable for geo informatics application.<\/p>\n<p><strong>UNIT &#8211; I :<\/strong> Information and uncertainty, Chance versus ambiguity, Classical sets and fuzzy sets, Logic and reasoning,<\/p>\n<p><strong>UNIT \u2013 II :<\/strong> Fuzzy set operations and fuzzy relations, Membership Functions, Fuzzy Systems<\/p>\n<p><strong>UNIT &#8211; III :<\/strong> Decision Making with Fuzzy Information. Fuzzy Classification and Pattern Recognition<\/p>\n<p><strong>UNIT \u2013 IV :<\/strong> Artificial Neural Networks (ANN), Biological Neuron, perceptron, Artificial neuron, neural processing , and Types of ANN.<\/p>\n<p><strong>UNIT &#8211; V :<\/strong> Learning algorithms, Neuro-Fuzzy Systems, Applications in Remote Sensing.<\/p>\n<p><strong>TEXT BOOKS:<\/strong><\/p>\n<ul>\n<li>Haykin (2008), \u201cNeural Networks: A Comprehensive Foundation\u201d, Prentice Hall India, New Delhi<\/li>\n<li>Rajasekaran S., and Vijayalakshmi Pai G.A. (2003), Nueral Neworks, Fuzzy Logic and Genetic Algorithms \u2013 Synthesis and Applications, Prentice-Hall India, New Delhi<\/li>\n<\/ul>\n<p><strong>REFERENCE:<\/strong><\/p>\n<ul>\n<li>Jang, J.R., Sun Chuen-tsai, and Mizutani Eiji, (2009), \u201cNeuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence\u201d, PHI Learning<\/li>\n<\/ul>\n<p>For all other M.Tech 1st Year 2nd Sem syllabus go to <a href=\"https:\/\/www.inspirenignite.com\/jntuh\/jntuh-first-year-second-sem-geo-informatics-and-surveying-technology-for-m-tech-2017-2018-r17-batch\/\">JNTUH M.Tech Geo-Informatics and Surveying Technology 1st Year 2nd Sem Course Structure for (R17) Batch.<\/a><\/p>\n<p>All 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>Soft Computing Techniques Detailed Syllabus for Geo-Informatics and Surveying Technology M.Tech first year second sem is covered here. This gives the details about credits, number of hours and other details [&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":[73,62],"tags":[],"class_list":["post-12810","post","type-post","status-publish","format-standard","hentry","category-m-tech","category-syllabus"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts\/12810","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=12810"}],"version-history":[{"count":2,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts\/12810\/revisions"}],"predecessor-version":[{"id":14694,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts\/12810\/revisions\/14694"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/media?parent=12810"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/categories?post=12810"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/tags?post=12810"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}