{"id":721,"date":"2021-10-13T18:58:25","date_gmt":"2021-10-13T18:58:25","guid":{"rendered":"https:\/\/itgeeks.in\/home\/?p=721"},"modified":"2021-10-13T18:58:26","modified_gmt":"2021-10-13T18:58:26","slug":"2k6-cs-803-artificial-intelligence","status":"publish","type":"post","link":"https:\/\/itgeeks.in\/home\/?p=721","title":{"rendered":"2K6 CS 803 ARTIFICIAL INTELLIGENCE"},"content":{"rendered":"\n<p><strong>Module I (13 Hours)<\/strong><br>Artificial Intelligence: History and Applications, Production Systems, Structures and Strategies for state space searchData driven and goal driven search, Depth First and Breadth First Search, DFS with Iterative Deepening, Heuristic Search- Best First Search, A* Algorithm, AO* Algorithm, Constraint Satisfaction, Using heuristics in games- Minimax Search, Alpha Beta Procedure.<br><strong>Module II (13 Hours)<\/strong><br>Knowledge representation &#8211; Prepositional calculus, Predicate Calculus, Theorem proving by Resolution, Answer Extraction, AI Representational Schemes- Semantic Nets, Conceptual Dependency, Scripts, Frames, Introduction to Agent based problem solving.<br><strong>Module III (12 Hours)<\/strong><br>Machine Learning- Symbol based and Connectionist, Social and Emergent models of learning, The Genetic Algorithm- Genetic Programming, Overview of Expert System Technology- Rule based Expert Systems,<br><strong>Module IV (12 Hours)<\/strong><br>Languages and Programming Techniques for AI- Introduction to PROLOG and LISP, Search strategies and Logic Programming in LISP, Production System examples in PROLOG.<\/p>\n\n\n\n<p>Text books<br>1.\u00a0<a href=\"https:\/\/itgeeks.in\/home\/?p=722\">George F Luger, Artificial Intelligence- Structures and Strategies for Complex Problem Solving, 4\/e, 2002, Pearson Education<\/a><br>2.<a href=\"https:\/\/itgeeks.in\/home\/?p=724\">\u00a0E. Rich, K.Knight, Artificial Intelligence, 2\/e, Tata McGraw Hill<\/a><br>Reference books<br>1.<a href=\"https:\/\/itgeeks.in\/home\/?p=726\">\u00a0S Russel, P Norvig, Artificial Intelligence- A Modern Approach, 2\/e, Pearson Education, 2002.<\/a><br>3.\u00a0<a href=\"https:\/\/itgeeks.in\/home\/?p=728\">Winston. P. H, LISP, Addison Wesley .<\/a><br>4.<a href=\"https:\/\/itgeeks.in\/home\/?p=730\">\u00a0Ivan Bratko, Prolog Programming for Artificial Intelligence, 3\/e, Addison Wesley, 2000<\/a><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/itgeeks.in\/home\/?p=205\">S8 QUESTION PAPERS<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/itgeeks.in\/home\/?p=732\">Notes<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Module I (13 Hours)Artificial Intelligence: History and Applications, Production Systems, Structures and Strategies for state space searchData driven and goal<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[36,23,9,8],"tags":[7],"class_list":["post-721","post","type-post","status-publish","format-standard","hentry","category-ku-s8-cse","category-ku-syb-s8","category-ku-syllabus","category-syllabus","tag-kannur-university"],"_links":{"self":[{"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/posts\/721","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=721"}],"version-history":[{"count":1,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/posts\/721\/revisions"}],"predecessor-version":[{"id":734,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/posts\/721\/revisions\/734"}],"wp:attachment":[{"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=721"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=721"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=721"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}