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
Same as Reference
References
- S. Rajasekaran and G.A.Vijaylakshmi Pai. Neural Networks Fuzzy Logic, and Genetic Algorithms, Prentice Hall of India.
- K.H.Lee. First Course on Fuzzy Theory and Applications, Springer‐Verlag.
- J. Yen and R. Langari. Fuzzy Logic, Intelligence, Control and Information, Pearson Education