- ISBN 10: 0199455422
- ISBN 13: 9780199455423
Beginning with an overview of intelligent soft computing, the book covers artificial neural networks (ANN), discussing in detail ANN tracking in all the three generations of neural networks and their developments. This is followed by detailed chapters discussing fuzzy logic features and applications. The chapter on genetic algorithms then explains various GA operators such as crossover and mutation with suitable examples and illustrations. Finally, swarm intelligent systems are illustrated in detail, also discussing the engineering applications of particle swarm intelligent systems. MATLAB codes have been used throughout the text to illustrate the applications of the concepts discussed.
- Publisher: Oxford University Press, Usa
- Date Published: 2015
- Authors: N P Padhy