Evolutionary and Swarm Intelligence Algorithms

Bansal, Jagdish Chand (EDT); Singh, Pramod Kumar (EDT); Pal, Nikhil R. (EDT)

ISBN 10: 3319913395 ISBN 13: 9783319913391

Published by Springer, 2018

Language: English

Condition: New Hardcover

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Bibliographic Details

Title

Evolutionary and Swarm Intelligence Algorithms

Publisher

Springer

Publication Date

2018

Language

English

ISBN 10

3319913395

ISBN 13

9783319913391

Binding

Hardcover

Condition

New

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About this title

Synopsis

This book is a delight for academics, researchers and professionals working in evolutionary and swarm computing, computational intelligence, machine learning and engineering design, as well as search and optimization in general. It provides an introduction to the design and development of a number of popular and recent swarm and evolutionary algorithms with a focus on their applications in engineering problems in diverse domains. The topics discussed include particle swarm optimization, the artificial bee colony algorithm, Spider Monkey optimization algorithm, genetic algorithms, constrained multi-objective evolutionary algorithms, genetic programming, and evolutionary fuzzy systems. A friendly and informative treatment of the topics makes this book an ideal reference for beginners and those with experience alike.

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