Multi-objective Swarm Intelligence
Author | : Satchidananda Dehuri |
Publisher | : Springer |
Total Pages | : 209 |
Release | : 2015-03-10 |
ISBN-10 | : 9783662463093 |
ISBN-13 | : 3662463091 |
Rating | : 4/5 (93 Downloads) |
Download or read book Multi-objective Swarm Intelligence written by Satchidananda Dehuri and published by Springer. This book was released on 2015-03-10 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.