| Author | : Satchidananda Dehuri |
| File Size | : 50,6 Mb |
| Publisher | : Springer |
| Language | : English |
| Release Date | : 10 March 2015 |
| ISBN | : 9783662463093 |
| Pages | : 201 pages |
Multi objective Swarm Intelligence by Satchidananda Dehuri Book PDF Summary
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.