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
 

Contact us

B  Venkatesa Permul
Associate Professor and Head of the Department
Department of Electrical and Electronics Engineering
National Institute of Technology Karnataka, Surathkal
Srinivasnagar, Surathkal, Mangalore-575025. Karnataka, India.
Ph : +91-824-2473045
Fax: +91-824-2474039
E-mail: hodee[AT]nitk[DOT]ac[DOT]in

Connect with us

We're on Social Networks. Follow us & get in touch.