{"id":29518,"date":"2021-08-29T14:41:16","date_gmt":"2021-08-29T14:41:16","guid":{"rendered":"https:\/\/www.inspirenignite.com\/jntuh\/cs723pe-soft-computing-it-syllabus-for-btech-4th-year-1st-sem-r18-regulation-jntuh-professional-elective-5\/"},"modified":"2021-08-29T14:41:16","modified_gmt":"2021-08-29T14:41:16","slug":"cs723pe-soft-computing-it-syllabus-for-btech-4th-year-1st-sem-r18-regulation-jntuh-professional-elective-5","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/jntuh\/cs723pe-soft-computing-it-syllabus-for-btech-4th-year-1st-sem-r18-regulation-jntuh-professional-elective-5\/","title":{"rendered":"CS723PE: Soft Computing IT Syllabus for B.Tech 4th Year 1st Sem R18 Regulation JNTUH (Professional Elective-5)"},"content":{"rendered":"<p align=\"justify\">Soft Computing detailed syllabus for Information Technology (IT), R18 regulation has been taken from the <a class=\"rank-math-link\" href=\"https:\/\/jntuh.ac.in\/syllabus\/\" style=\"color: inherit\" target=\"_blank\" rel=\"noopener\">JNTUHs<\/a> official website and presented for the students of B.Tech Information Technology branch affiliated to JNTUH course structure. For Course Code, Course Titles, Theory Lectures, Tutorial, Practical\/Drawing, Credits, and other information do visit full semester subjects post given below. The syllabus PDF files can also be downloaded from the universities official website.<\/p>\n<p align=\"justify\">For all the other IT 4th Year 1st Sem Syllabus for B.Tech R18 Regulation JNTUH scheme, visit <a class=\"rank-math-link\" href=\"..\/it-4th-year-1st-sem-syllabus-for-btech-r18-regulation-jntuh\">Information Technology 4th Year 1st Sem R18 Scheme<\/a>. <\/p>\n<p align=\"justify\">For all the (Professional Elective-5) subjects refer to <a class=\"rank-math-link\" href=\"..\/it-4th-year-1st-sem-professional-elective-5-syllabus-for-btech-r18-regulation-jntuh\">Professional Elective-5 Scheme<\/a>. The detail syllabus for soft computing is as follows.  <\/p>\n<h4>Course Objective:<\/h4>\n<ul>\n<li>Familiarize with soft computing concepts<\/li>\n<li>Introduce and use the idea of fuzzy logic and use of heuristics based on human experience<\/li>\n<li>Familiarize the Neuro-Fuzzy modeling using Classification and Clustering techniques<\/li>\n<li>Learn the concepts of Genetic algorithm and its applications<\/li>\n<li>Acquire the knowledge of Rough Sets.<\/li>\n<\/ul>\n<h4>Course Outcome:<\/h4>\n<p id=\"istudy\" style=\"text-align:center\">For the complete syllabus, results, class timetable, and many other features kindly download the <a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">iStudy App<\/a><br \/><b> It is a lightweight, easy to use, no images, and no pdfs platform to make students&#8217;s lives easier.<\/b><br \/><a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&amp;pcampaignid=pcampaignidMKT-Other-global-all-co-prtnr-py-PartBadge-Mar2515-1\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/play.google.com\/intl\/en_us\/badges\/static\/images\/badges\/en_badge_web_generic.png\" alt=\"Get it on Google Play\" style=\"height:65px\"><\/a>.  <\/p>\n<h4>Unit &#8211; I<\/h4>\n<p>  Introduction to Soft Computing: Evolutionary Computing, Soft computing versus Hard computing, Soft Computing Methods, Recent Trends in Soft Computing, Characteristics of Soft computing, Applications of Soft Computing Techniques.<\/p>\n<h4>Unit &#8211; II<\/h4>\n<p>  Fuzzy Systems: Fuzzy Sets, Fuzzy Relations, Fuzzy Logic, Fuzzy Rule-Based Systems<\/p>\n<h4>Unit &#8211; III<\/h4>\n<p id=\"istudy\" style=\"text-align:center\">For the complete syllabus, results, class timetable, and many other features kindly download the <a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">iStudy App<\/a><br \/><b> It is a lightweight, easy to use, no images, and no pdfs platform to make students&#8217;s lives easier.<\/b><br \/><a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&amp;pcampaignid=pcampaignidMKT-Other-global-all-co-prtnr-py-PartBadge-Mar2515-1\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/play.google.com\/intl\/en_us\/badges\/static\/images\/badges\/en_badge_web_generic.png\" alt=\"Get it on Google Play\" style=\"height:65px\"><\/a>.  <\/p>\n<h4>Unit &#8211; IV<\/h4>\n<p>  Genetic Algorithms: Basic Concepts, Basic Operators for Genetic Algorithms, Crossover and Mutation Properties, Genetic Algorithm Cycle, Fitness Function, Applications of Genetic Algorithm.<\/p>\n<h4>Unit &#8211; V<\/h4>\n<p>  Rough Sets, Rough Sets, Rule Induction, and Discernibility Matrix, Integration of Soft Computing Techniques.<\/p>\n<h4>Text Books:<\/h4>\n<p id=\"istudy\" style=\"text-align:center\">For the complete syllabus, results, class timetable, and many other features kindly download the <a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">iStudy App<\/a><br \/><b> It is a lightweight, easy to use, no images, and no pdfs platform to make students&#8217;s lives easier.<\/b><br \/><a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&amp;pcampaignid=pcampaignidMKT-Other-global-all-co-prtnr-py-PartBadge-Mar2515-1\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/play.google.com\/intl\/en_us\/badges\/static\/images\/badges\/en_badge_web_generic.png\" alt=\"Get it on Google Play\" style=\"height:65px\"><\/a>.  <\/p>\n<h4>Reference Books:<\/h4>\n<ol>\n<li>S. N. Sivanandam and S. N. Deepa, \u00ef\u00bf\u00bdPrinciples of Soft Computing\u00ef\u00bf\u00bd, 2nd edition, Wiley India, 2008.<\/li>\n<li>David E. Goldberg, \u00ef\u00bf\u00bdGenetic Algorithms-In Search, optimization and Machine learning\u00ef\u00bf\u00bd, Pearson Education.<\/li>\n<li>J. S. R. Jang, C.T. Sun and E.Mizutani, \u00ef\u00bf\u00bdNeuro-Fuzzy and Soft Computing\u00ef\u00bf\u00bd, Pearson Education, 2004.<\/li>\n<li>G.J. Klir and B. Yuan, \u00ef\u00bf\u00bdFuzzy Sets and Fuzzy Logic\u00ef\u00bf\u00bd, PHI, 1995.<\/li>\n<li>Melanie Mitchell, \u00ef\u00bf\u00bdAn Introduction to Genetic Algorithm\u00ef\u00bf\u00bd, PHI, 1998.<\/li>\n<li>Timothy J. Ross, \u00ef\u00bf\u00bdFuzzy Logic with Engineering Applications\u00ef\u00bf\u00bd, McGraw- Hill International editions, 1995<\/li>\n<\/ol>\n<p align=\"justify\">For detail syllabus of all other subjects of B.Tech Information Technology 4th Year 1st Sem , visit <a class=\"rank-math-link\" href=\"..\/category\/it\">IT 4th Year 1st Sem syllabus<\/a> subjects.<\/p>\n<p align=\"justify\">For B.Tech Information Technology (IT) 4th  Year results, visit <a class=\"rank-math-link\" href=\"https:\/\/www.inspirenignite.com\/jntuh\/jntuh-b-tech-results\/\">JNTUH B.Tech Information Technology semester results<\/a> direct link.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Soft Computing detailed syllabus for Information Technology (IT), R18 regulation has been taken from the JNTUHs official website and presented for the students of B.Tech Information Technology branch affiliated to [&hellip;]<\/p>\n","protected":false},"author":2344,"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":[114],"tags":[],"class_list":["post-29518","post","type-post","status-publish","format-standard","hentry","category-it"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts\/29518","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\/2344"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/comments?post=29518"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts\/29518\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/media?parent=29518"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/categories?post=29518"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/tags?post=29518"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}