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Del 592 i serien Studies in Computational Intelligence
Multi-objective Swarm Intelligence
Theoretical Advances and Applications
Inbunden, Engelska, 2015
1 479 kr
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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.
Produktinformation
- Utgivningsdatum2015-03-26
- Mått155 x 235 x 18 mm
- Vikt494 g
- FormatInbunden
- SpråkEngelska
- SerieStudies in Computational Intelligence
- Antal sidor201
- Upplaga2015
- FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
- ISBN9783662463086
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