Computational Intelligence Paradigms: Theory & Applications using MATLAB

Offering a wide range of programming examples implemented in MATLAB^(R), this book presents theoretical concepts and a general framework for CI approaches. It covers numerous intelligent computing methodologies and algorithms used in CI research. The text provides worked examples of neural networks, fuzzy systems, hybrid neuro-fuzzy systems, evolutionary computation, genetic algorithms and programming, and swarm intelligence, along with the associated MATLAB toolboxes. It also contains research projects, a survey of emerging commercial software packages, and numerous review questions.

Author: S. Sumathi, Surekha Paneerselvam
Publisher: CRC Press
Published: 10/07/2019
Pages: 851
Binding Type: Paperback
Weight: 2.55lbs
Size: 9.20h x 6.20w x 1.80d
ISBN: 9780367384555

About the Author

S. Sumathi is an assistant professor in the Department of Electrical and Electronics Engineering at PSG College of Technology, Coimbatore, India. Her research interests include neural networks, fuzzy systems, genetic algorithms, pattern recognition and classification, data warehousing and mining, operating systems, and parallel computing.

Surekha Paneerselvam is a lecturer in the Department of Electronics and Communication Engineering at Adhiyamaan College of Engineering, Hosur, India. Her research interests include robotics, virtual instrumentation, mobile communication, and computational intelligence.