{"id":272,"date":"2016-11-02T18:37:48","date_gmt":"2016-11-02T18:37:48","guid":{"rendered":"http:\/\/www.inspirenignite.com\/anna-university\/?p=272"},"modified":"2019-07-17T06:52:00","modified_gmt":"2019-07-17T06:52:00","slug":"anna-university-b-tech-it-r13-6th-sem-artificial-intelligence-detailed-syllabus","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/anna-university\/anna-university-b-tech-it-r13-6th-sem-artificial-intelligence-detailed-syllabus\/","title":{"rendered":"Anna University B.Tech IT (R13) 6th Sem Artificial Intelligence Detailed Syllabus"},"content":{"rendered":"<p>Artificial Intelligence Syllabus for B.Tech 6th 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 Artificial Intelligence B.Tech (R13) sixthsem is as follows<\/p>\n<p><strong>OBJECTIVES:<\/strong> The student should be made to:<\/p>\n<ul>\n<li>Study the concepts of Artificial Intelligence.<\/li>\n<li>Learn the methods of solving problems using Artificial Intelligence.<\/li>\n<li>Introduce the concepts of Expert Systems and machine learning.<\/li>\n<\/ul>\n<p><strong>UNIT I \u00a0: \u00a0INTRODUCTION TO Al AND PRODUCTION SYSTEMS<\/strong> \u00a0 \u00a0 [9 hours]<br \/>\nIntroduction to AI-Problem formulation, Problem Definition -Production systems, Control strategies, Search strategies. Problem characteristics, Production system characteristics -Specialized production system- Problem solving methods &#8211; Problem graphs, Matching, Indexing and Heuristic functions -Hill Climbing-Depth first and Breath first, Constraints satisfaction &#8211; Related algorithms, Measure of performance and analysis of search algorithms.<\/p>\n<p><strong>UNIT II \u00a0: \u00a0REPRESENTATION OF KNOWLEDGE \u00a0 \u00a0<\/strong> \u00a0 \u00a0 \u00a0 \u00a0 \u00a0[9 hours]<br \/>\nGame playing &#8211; Knowledge representation, Knowledge representation using Predicate logic, Introduction to predicate calculus, Resolution, Use of predicate calculus, Knowledge representation using other logic-Structured representation of knowledge.<\/p>\n<p><strong>UNIT III \u00a0: \u00a0 KNOWLEDGE INFERENCE \u00a0<\/strong> \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0[9 hours]<br \/>\nKnowledge representation -Production based system, Frame based system. Inference &#8211; Backward chaining, Forward chaining, Rule value approach, Fuzzy reasoning &#8211; Certainty factors, Bayesian Theory-Bayesian Network-Dempster &#8211; Shafer theory.<\/p>\n<p style=\"text-align: center\"><strong><a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">Download iStudy<\/a> <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">Android<\/a><a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\"> App for complete Anna University syllabus, results, timetables and all other updates. There are no ads and no pdfs and will make your life way easier.<\/a><\/strong><\/p>\n<p><strong>[TOTAL: 45 PERIODS]<\/strong><\/p>\n<p><strong>OUTCOMES:<\/strong><br \/>\nAt the end of the course, the student should be able to:<\/p>\n<ul>\n<li>Identify problems that are amenable to solution by AI methods.<\/li>\n<li>Identify appropriate AI methods to solve a given problem.<\/li>\n<li>Formalise a given problem in the language\/framework of different AI methods.<\/li>\n<li>Implement basic AI algorithms.<\/li>\n<li>Design and carry out an empirical evaluation of different algorithms on a problem formalisation, and state the conclusions that the evaluation supports.<\/li>\n<\/ul>\n<p><strong>TEXT BOOKS:<\/strong><\/p>\n<ul>\n<li>Kevin Night and Elaine Rich, Nair B., \u201cArtificial Intelligence (SIE)\u201d, McGraw Hill- 2008. (Unit-1,2,4,5).<\/li>\n<li>Dan W. Patterson, \u201cIntroduction to AI and ES\u201d, Pearson Education, 2007. (Unit-III)<\/li>\n<\/ul>\n<p><strong>REFERENCES:<\/strong><\/p>\n<ul>\n<li>Peter Jackson, \u201cIntroduction to Expert Systems\u201d, 3rd Edition, Pearson Education, 2007.<\/li>\n<li>Stuart Russel and Peter Norvig \u201cAI \u2013 A Modern Approach\u201d, 2nd Edition, Pearson Education 2007.<\/li>\n<li>Deepak Khemani \u201cArtificial Intelligence\u201d, Tata Mc Graw Hill Education 2013.<\/li>\n<li>http:\/\/nptel.ac.in\/<\/li>\n<\/ul>\n<p>For all other B.Tech IT 6th sem syllabus go to <a href=\"http:\/\/www.inspirenignite.com\/anna-university\/anna-university-b-tech-information-technology-6th-sem-course-structure-for-r13-batch\/\">Anna University B.Tech Information Technology (IT) 6th Sem Course Structure for (R13) Batch<\/a>.\u00a0All details and yearly new syllabus will be updated here time to time.<\/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>Artificial Intelligence Syllabus for B.Tech 6th sem is covered here. This gives the details about credits, number of hours and other details along with reference books for the course. The [&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":[1],"tags":[],"class_list":["post-272","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/272","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\/2259"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/comments?post=272"}],"version-history":[{"count":2,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/272\/revisions"}],"predecessor-version":[{"id":10594,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/272\/revisions\/10594"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/media?parent=272"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/categories?post=272"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/tags?post=272"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}