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Multi-Objective Swarm Intelligence: Theoretical Advances and Applications

Satchidananda Dehuri, A. K. Jagadev, M. Panda ... 201 pages - Publisher: Springer; (March, 2015) ...
Language: English - ISBN-10: 3662463083 - ISBN-13: 978-3662463086 ...

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. 

Multi-Objective Swarm Intelligence: Theoretical Advances and Applications, Satchidananda Dehuri, Alok Kumar Jagadev, Mrutyunjaya Panda

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