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Soft Computing: With Matlab Programming

Name: Soft Computing: With Matlab Programming
Brand: OUP India
SKU: 09387171
Price: 25.29 EUR
Availability: InStock
Author: N.P. Padhy
ISBN: 9780199455423

N.P. Padhy

S.P. Simon

Language

English

Book Paperback

Libristo code: 09387171

Publishers OUP India, December 2015

Beginning with an overview of intelligent soft computing, the book offers exhaustive coverage of art... Full description

Libristo code: 09387171

62 b

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Beginning with an overview of intelligent soft computing, the book offers exhaustive coverage of 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.