Fuzzy-Neural Control (PS800)

Programme: 

M.Tech (P&ES)

Semester: 

First

Category: 

Elective Courses (Ele)

Credits (L-T-P): 

03 (3-0-0)

Content: 

Fuzzy Sets, Fuzzy Logic, Fuzzy Rule-Based Systems, Fuzzy Control Systems, Learning Processes, Single/Multi Layer Perceptrons; Neuro-Fuzzy Modeling and Control. Unified Approximate Reasoning Approach, BNN Network Based Fuzzy Controller with Self-Learning.

References: 

1. Junhong Nie , Derek Linkens, Fuzzy-Neural Control: Principles, Algorithms and Applications, PHI, 2005.
2. Timothy J Ross, Fuzzy Logic with Engineering Applications, McGraw-Hill, 1997.
3. Simon Haykin, Neural Networks - A Comprehensive Foundation, Second Edition, Prentice-Hall, 1999.

Department: 

Electrical and Electronics Engineering
 

Contact us

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

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