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  • 1:24 AM, Sunday, 15 Dec 2019


Course Undergraduate
Semester Electives
Subject Code AV463
Subject Title Soft Computing

Syllabus

Introduction of Soft‐computing tools ‐ Neural Networks, Fuzzy Logic, Genetic Algorithm, and Probabilistic Reasoning; Neural network approaches in engineering analysis, design and diagnostics problems; Applications of Fuzzy Logic concepts in Engineering Problems; Engineering optimization problem solving using genetic algorithm; applications of probabilistic reasoning approaches.

Text Books

1. S. Rajasekaran and G.A.Vijaylakshmi Pai.. Neural Networks Fuzzy Logic, and Genetic Algorithms, Prentice Hall of India.

2. K.H.Lee.. First Course on Fuzzy Theory and Applications, Springer‐Verlag.

3. J. Yen and R. Langari.. Fuzzy Logic, Intelligence, Control and Information, Pearson Education

References

Same as Textbooks