Soft Computing (EE404)
Programme:
B.Tech (E&E)
Semester:
Seventh
Category:
Programme Specific Electives (PSE)
Credits (L-T-P):
04 (3-1-0)
Content:
Fuzzy Sets, Operations, Relations, Fuzzy Logic, Fuzzy Control, Neural Networks – Single layer, Multilayer Networks, Learning, BP Algorithm, Simple Genetic Algorithm, Neuro-Fuzzy Systems, Soft Computing Applications.
References:
1. J. S. R. Jang, C. T. Sun , E. Mizutani, Neuro-Fuzzy and Soft Computing – A Computational Approach to Learning and Machine Intelligence, PHI, 2002.
2. Timothy J. Ross, Fuzzy Logic with Engineering Applications, McGraw-Hill, 1997.
3. Simon Haykin, Neural Networks – A Comprehensive Foundation, Prentice Hall, 1999.
4. David E. Goldberg , Genetic Algorithms in Search, Optimization and Machine Learning, Pearson Education, 2003.
5. International Journals and Conference Proceedings of relevance.
Department:
Electrical and Electronics Engineering