Evolutionary Optimization Ind Engg & Mang 6th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective II) detail syllabus for Industrial Engineering & Management (Ind Engg & Mang), 2017 regulation is collected from the Anna Univ official website and presented for students of Anna University. The details of the course are: course code (IE8073), Category (PE), Contact Periods/week (3), Teaching hours/week (3), Practical Hours/week (0). The total course credits are given in combined syllabus.
For all other ind engg & mang 6th sem syllabus for be 2017 regulation anna univ you can visit Ind Engg & Mang 6th Sem syllabus for BE 2017 regulation Anna Univ Subjects. For all other Professional Elective II subjects do refer to Professional Elective II. The detail syllabus for evolutionary optimization is as follows.
Course Objective:
- To introduce different evolutionary optimization techniques for the problems related to the manufacturing systems
Unit I
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Unit II
Search operators, Selection schemes, Ranking methods, Importance of representation
Unit III
Evolutionary combinatorial optimization: evolutionary algorithms, Constrained optimization, Evolutionary multi-objective optimization.
Unit IV
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Unit V
Pareto optimality, Analysis of evolutionary algorithms
Course Outcome:
- The students will be able to make decisions in the semi structured and unstructured problem situations.
Text Books:
- Dan Simon, “Evolutionary Optimization Algorithms”, Wiley, 2013
- Xin-She Yang, “Engineering Optimization: An Introduction with Metaheuristic Applications”, Wiley, 2014
- Kalyanmoy Deb, “Multi-Objective Optimization using Evolutionary Algorithms”, Wiley, 2001
References:
- W Banzhaf et al , Genetic Programming – An introduction, Morgan Kanfmann Publications, 1999.
- X Yao, Evolutionary computations – Theory and Applications, World Scientific Publications, 1999.
- J Baeck, Handbook of Evolutionary computation, IOS Press, 1997.
- Goldberg D E , Genetic Algorithms in search, optimization, Addison Wesley, 1989.
- Ruhul sarker, Masoud Mohammadian, Yao, Evolutionary Optimization, Kluwerss Academic Publishers, 2002.
- Kalyanamoy Deb, Optimization for engineering design, PHI, 2012.
For detail syllabus of all other subjects of BE Ind Engg & Mang, 2017 regulation do visit Ind Engg & Mang 6th Sem syllabus for 2017 Regulation.
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