Multi-objective Swarm Intelligence :Theoretical Advances and Applications - Studies in Computational Intelligence
Multi-objective Swarm Intelligence :Theoretical Advances and Applications - Studies in Computational Intelligence
hardback
Published:
26 March, 2015
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Description
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.
More Details
| Type | Book |
|---|---|
| ISBN13 | 9783662463086 |
| ISBN10 | 3662463083 |
| Number Of Pages | 201 |
| Item Weight | 1000 g |
| Publisher / Reseller | Springer-Verlag Berlin and Heidelberg GmbH & Co. KG |
| Format | hardback |
| Edition | 2015 ed. |