Multi-objective Swarm Intelligence : Theoretical Advances and Applications

Dehuri, Satchidananda (EDT); Jagadev, Alok Kumar (EDT); Panda, Mrutyunjaya (EDT)

ISBN 10: 3662463083 ISBN 13: 9783662463086

Published by Springer, 2015

Language: English

Condition: New Hardcover

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Bibliographic Details

Title

Multi-objective Swarm Intelligence : Theoretical Advances and Applications

Publisher

Springer

Publication Date

2015

Language

English

ISBN 10

3662463083

ISBN 13

9783662463086

Binding

Hardcover

Condition

New

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About this title

Synopsis

The aim of this book is to understand the state-of-the-art theoretical and practical advances of swarm intelligence. It comprises seven contemporary relevant chapters. In chapter 1, a review of Bacteria Foraging Optimization (BFO) techniques for both single and multiple criterions problem is presented. A survey on swarm intelligence for multiple and many objectives optimization is presented in chapter 2 along with a topical study on EEG signal analysis. Without compromising the extensive simulation study, a comparative study of variants of MOPSO is provided in chapter 3. Intractable problems like subset and job scheduling problems are discussed in chapters 4 and 7 by different hybrid swarm intelligence techniques. An attempt to study image enhancement by ant colony optimization is made in chapter 5. Finally, chapter 7 covers the aspect of uncertainty in data by hybrid PSO.

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