{"id":29401,"date":"2021-08-29T14:37:56","date_gmt":"2021-08-29T14:37:56","guid":{"rendered":"https:\/\/www.inspirenignite.com\/jntuh\/ee813pe-ai-techniques-in-electrical-engineering-eee-syllabus-for-btech-4th-year-2nd-sem-r18-regulation-jntuh-professional-elective-5\/"},"modified":"2021-08-29T14:37:56","modified_gmt":"2021-08-29T14:37:56","slug":"ee813pe-ai-techniques-in-electrical-engineering-eee-syllabus-for-btech-4th-year-2nd-sem-r18-regulation-jntuh-professional-elective-5","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/jntuh\/ee813pe-ai-techniques-in-electrical-engineering-eee-syllabus-for-btech-4th-year-2nd-sem-r18-regulation-jntuh-professional-elective-5\/","title":{"rendered":"EE813PE: AI Techniques in Electrical Engineering EEE Syllabus for B.Tech 4th Year 2nd Sem R18 Regulation JNTUH (Professional Elective-5)"},"content":{"rendered":"<p align=\"justify\">AI Techniques in Electrical Engineering detailed syllabus for Electrical &amp; Electronics Engineering (EEE), 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 Electrical &amp; Electronics Engineering 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 EEE 4th Year 2nd Sem Syllabus for B.Tech R18 Regulation JNTUH scheme, visit <a class=\"rank-math-link\" href=\"..\/eee-4th-year-2nd-sem-syllabus-for-btech-r18-regulation-jntuh\">Electrical &amp; Electronics Engineering 4th Year 2nd Sem R18 Scheme<\/a>. <\/p>\n<p align=\"justify\">For all the (Professional Elective-5) subjects refer to <a class=\"rank-math-link\" href=\"..\/eee-4th-year-2nd-sem-professional-elective-5-syllabus-for-btech-r18-regulation-jntuh\">Professional Elective-5 Scheme<\/a>. The detail syllabus for ai techniques in electrical engineering is as follows.  <\/p>\n<h4>Pre-requisites:<\/h4>\n<p>  Power Systems Operation and Control<\/p>\n<h4>Course Objective:<\/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>Course Outcome:<\/h4>\n<p>  Upon the completion of this course, the student will be able to<\/p>\n<ul>\n<li>Understand feed forward neural networks, feedback neural networks and learning techniques.<\/li>\n<li>Understand fuzziness involved in various systems and fuzzy set theory.<\/li>\n<li>Develop fuzzy logic control for applications in electrical engineering<\/li>\n<li>Develop genetic algorithm for applications in electrical engineering.<\/li>\n<\/ul>\n<h4>Unit &#8211; I<\/h4>\n<p>  Artificial Neural Networks: Introduction, Models of Neuron Network-Architectures -Knowledge representation, Artificial Intelligence and Neural networks-Learning process -Error correction learning, Hebbian learning -Competitive learning-Boltzman learning, supervised learning-Unsupervised learning-Reinforcement learning-Learning tasks.<\/p>\n<h4>Unit &#8211; II<\/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; III<\/h4>\n<p>  Fuzzy Logic: Introduction -Fuzzy versus crisp, Fuzzy sets-Membership function -Basic Fuzzy set operations, Properties of Fuzzy sets -Fuzzy Cartesian Product, Operations on Fuzzy relations -Fuzzy logic-Fuzzy Quantifiers, Fuzzy Inference-Fuzzy Rule based system, Defuzzification methods.<\/p>\n<h4>Unit &#8211; IV<\/h4>\n<p>  Genetic Algorithms: Introduction-Encoding -Fitness Function-Reproduction operators, Genetic Modeling -Genetic operators-Cross over-Single site cross over, Two point cross over -Multi point cross over Uniform cross over, Matrix cross over-Cross over Rate-Inversion and Deletion, Mutation operator -Mutation -Mutation Rate-Bit-wise operators, Generational cycle-convergence of Genetic Algorithm.<\/p>\n<h4>Unit &#8211; V<\/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>Text Books:<\/h4>\n<ol>\n<li>S. Rajasekaran and G.A.V. Pai Neural Networks, Fuzzy Logic and Genetic Algorithms, PHI, New Delhi, 2003.<\/li>\n<li>Rober J. Schalkoff, Artificial Neural Networks, Tata McGraw Hill Edition, 2011.<\/li>\n<\/ol>\n<h4>Reference 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<p align=\"justify\">For detail syllabus of all other subjects of B.Tech Electrical &amp; Electronics Engineering 4th Year 2nd Sem , visit <a class=\"rank-math-link\" href=\"..\/category\/eee\">EEE 4th Year 2nd Sem syllabus<\/a> subjects.<\/p>\n<p align=\"justify\">For B.Tech Electrical &amp; Electronics Engineering (EEE) 4th  Year results, visit <a class=\"rank-math-link\" href=\"https:\/\/www.inspirenignite.com\/jntuh\/jntuh-b-tech-results\/\">JNTUH B.Tech Electrical &amp; Electronics Engineering semester results<\/a> direct link.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI Techniques in Electrical Engineering detailed syllabus for Electrical &amp; Electronics Engineering (EEE), R18 regulation has been taken from the JNTUHs official website and presented for the students of B.Tech [&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":[4],"tags":[],"class_list":["post-29401","post","type-post","status-publish","format-standard","hentry","category-eee"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts\/29401","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=29401"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/posts\/29401\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/media?parent=29401"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/categories?post=29401"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/jntuh\/wp-json\/wp\/v2\/tags?post=29401"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}