{"id":57362,"date":"2023-09-02T11:38:48","date_gmt":"2023-09-02T11:38:48","guid":{"rendered":"https:\/\/www.inspirenignite.com\/anna-university\/cie344-advanced-optimization-techniques-syllabus-for-iem-2021-regulation-professional-elective-ii\/"},"modified":"2023-09-02T11:38:48","modified_gmt":"2023-09-02T11:38:48","slug":"cie344-advanced-optimization-techniques-syllabus-for-iem-2021-regulation-professional-elective-ii","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/anna-university\/cie344-advanced-optimization-techniques-syllabus-for-iem-2021-regulation-professional-elective-ii\/","title":{"rendered":"CIE344: Advanced Optimization Techniques syllabus for IEM 2021 regulation (Professional Elective-II)"},"content":{"rendered":"

Advanced Optimization Techniques detailed syllabus for Industrial Engineering & Management (IEM) for 2021 regulation curriculum has been taken from the Anna Universities<\/a> official website and presented for the IEM students. For course code, course name, number of credits for a course and other scheme related information, do visit full semester subjects post given below. <\/p>\n

For Industrial Engineering & Management 5th Sem scheme and its subjects, do visit IEM 5th Sem 2021 regulation scheme<\/a>. For Professional Elective-II scheme and its subjects refer to IEM Professional Elective-II syllabus scheme<\/a>. The detailed syllabus of advanced optimization techniques is as follows. <\/p>\n

Course Objectives:<\/h4>\n

Download the iStudy App for all syllabus and other updates.<\/a>
\"Get<\/a><\/h4>\n

Unit I<\/h4>\n

INTEGER PROGRAMMING
\nBranch and Bound technique -cutting plane algorithm method – Travelling Salesman problem – Traveling Salesman Problem – Branch and Bound Algorithms for TSP – Heuristics for TSP – Chinese Postman Problem – Vehicle Routing Problem\n<\/p>\n

Unit II<\/h4>\n

DYNAMIC PROGRAMMING
\nCharacteristics of Dynamic Programming Problems – Deterministic Dynamic Programming -Forward and Backward recursive recursion – selected dynamic programming application -investment model – inventory model – replacement model -reliability model – stage coach problem.\n<\/p>\n

Unit III<\/h4>\n

Download the iStudy App for all syllabus and other updates.<\/a>
\"Get<\/a><\/h4>\n

Unit IV<\/h4>\n

NONLINEAR PROGRAMMING – II
\nThe Karush-Kuhn-Tucker (KKT) Conditions for Constrained Optimization – Quadratic Programming
\n– Separable Programming – Convex Programming – Nonconvex Programming\n<\/p>\n

Unit V<\/h4>\n

NON-TRADITIONAL OPTIMIZATION
\nOverview of Genetic algorithms, Simulated Annealing, neural network based optimization.
\nParticle Swarm optimization, Ant Colony Optimization, Optimization of Fuzzy Systems.\n<\/p>\n

Course Outcomes:<\/h4>\n
    \n
  1. Know how to solve integer programming problems<\/li>\n
  2. Able to solve Dynamic programming problems<\/li>\n
  3. Familiar in solving unconstrained non-linear optimization problems<\/li>\n
  4. Familiar in solving constrained liner optimization problems<\/li>\n
  5. Know how to solve non-linear optimization problems using Meta heuristic algorithms<\/li>\n<\/ol>\n

    Reference Books:<\/h4>\n

    Download the iStudy App for all syllabus and other updates.<\/a>
    \"Get<\/a><\/h4>\n

    For detailed syllabus of all the other subjects of Industrial Engineering & Management 5th Sem, visit IEM 5th Sem subject syllabuses for 2021 regulation<\/a>. <\/p>\n

    For all Industrial Engineering & Management results, visit Anna University IEM all semester results<\/a> direct link. <\/p>\n","protected":false},"excerpt":{"rendered":"

    Advanced Optimization Techniques detailed syllabus for Industrial Engineering & Management (IEM) for 2021 regulation curriculum has been taken from the Anna Universities official website and presented for the IEM students. […]<\/p>\n","protected":false},"author":2297,"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":[150],"tags":[],"class_list":["post-57362","post","type-post","status-publish","format-standard","hentry","category-iem"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/57362","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\/2297"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/comments?post=57362"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/57362\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/media?parent=57362"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/categories?post=57362"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/tags?post=57362"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}