{"id":57606,"date":"2023-09-02T16:41:37","date_gmt":"2023-09-02T16:41:37","guid":{"rendered":"https:\/\/www.inspirenignite.com\/anna-university\/ie3004-applied-soft-computing-syllabus-for-industrial-2021-regulation-professional-elective-viii\/"},"modified":"2023-09-02T16:41:37","modified_gmt":"2023-09-02T16:41:37","slug":"ie3004-applied-soft-computing-syllabus-for-industrial-2021-regulation-professional-elective-viii","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/anna-university\/ie3004-applied-soft-computing-syllabus-for-industrial-2021-regulation-professional-elective-viii\/","title":{"rendered":"IE3004: Applied Soft Computing syllabus for Industrial 2021 regulation (Professional Elective-VIII)"},"content":{"rendered":"

Applied Soft Computing detailed syllabus for Industrial Engineering (Industrial) for 2021 regulation curriculum has been taken from the Anna Universities<\/a> official website and presented for the Industrial 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 6th Sem scheme and its subjects, do visit Industrial 6th Sem 2021 regulation scheme<\/a>. For Professional Elective-VIII scheme and its subjects refer to Industrial Professional Elective-VIII syllabus scheme<\/a>. The detailed syllabus of applied soft computing is as follows. <\/p>\n

Course Objectives:<\/h4>\n

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Unit I<\/h4>\n

INTRODUCTION\t9<\/strong>
\nHistory and Applications of Artificial Intelligence \u2014 Algorithmic versus Heuristic reasoning, Representation and Intelligence. Knowledge Representation: Rule based, Model based, Case based and hybrid systems. Logic based Abductive Inference, Stochastic approach to uncertainty.\n<\/p>\n

Unit II<\/h4>\n

GENETIC ALGORITHMS\t9<\/strong>
\nIntroduction to Genetic Algorithms (GA) : Reproduction, Cross over, Mutation -Applications andsoftware \u2014 Intelligent Agents – Multiple Agents and Data Mining -Distributed Artificial Intelligence.\n<\/p>\n

Unit III<\/h4>\n

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Unit IV<\/h4>\n

FUZZY LOGIC\t9<\/strong>
\nCrisp set versus Fuzzy Sets – Operations on Fuzzy Sets -Fuzzy Arithmetic – Fuzzy Relations – Membership Functions- Fuzzy Rules and Fuzzy Reasoning – Fuzzy Inference Systems – FuzzyExpert Systems \u2014 Fuzzy Decision Making.\n<\/p>\n

Unit V<\/h4>\n

HYBRID SYSTEMS\t9<\/strong>
\nAdaptive Neuro-Fuzzy Inference Systems – Hybrid intelligence systems – Opportunistic Scheduling and Pricing Strategies for Automated Contracting in Supply Chains – AHP-ANP – SEM – DEA .\n<\/p>\n

Course Outcomes:<\/h4>\n
    \n
  1. Recognize the feasibility of applying a soft computing methodology for a particular problem<\/li>\n
  2. Apply genetic algorithms to combinatorial optimization problems<\/li>\n
  3. Apply neural networks to pattern classification problems<\/li>\n
  4. Apply fuzzy logic and reasoning to handle uncertainty and solve engineering problems<\/li>\n
  5. Design hybrid system to revise the principles of soft computing in various applications<\/li>\n<\/ol>\n

    Text Books:<\/h4>\n

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

    Reference Books:<\/h4>\n
      \n
    1. Mitchell Melanie, \u201cAn Introduction to Genetic Algorithm\u201d, Prentice Hall, 1998.<\/li>\n
    2. David E. Goldberg, \u201cGenetic Algorithms in Search, Optimization and Machine Learning\u201d, AddisonWesley, 1997.<\/li>\n
    3. Jacek M. Zurada, \u201cIntroduction to Artificial Neural Systems\u201d, PWS Publishers, 1992.<\/li>\n
    4. Prasad, Bhanu (Ed.), Soft Computing Applications in Business Series: Studies in Fuzzinessand Soft Computing, Vol. 230, 2010<\/li>\n
    5. Aliev, Rafik Aziz, Fazlollahi, Bijan, Aliev, Rashad Rafik, Soft Computing and its Applications inBusiness and EconomicsSeries: Studies in Fuzziness and Soft Computing, Vol. 157, 2004<\/li>\n<\/li>\n<\/ol>\n

      For detailed syllabus of all the other subjects of Industrial Engineering 6th Sem, visit Industrial 6th Sem subject syllabuses for 2021 regulation<\/a>. <\/p>\n

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

      Applied Soft Computing detailed syllabus for Industrial Engineering (Industrial) for 2021 regulation curriculum has been taken from the Anna Universities official website and presented for the Industrial students. For course […]<\/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":[159],"tags":[],"class_list":["post-57606","post","type-post","status-publish","format-standard","hentry","category-industrial"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/57606","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=57606"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/57606\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/media?parent=57606"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/categories?post=57606"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/tags?post=57606"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}