Satchidananda (Hrsg.) Dehuri
Multi-objective Swarm Intelligence
Theoretical Advances and Applications
Ebook (PDF Format)
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 discuss…
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Beschreibung
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.
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Produktdetails
Weitere Autoren: Jagadev, Alok Kumar (Hrsg.) / Panda, Mrutyunjaya (Hrsg.)
- ISBN: 978-3-662-46309-3
- EAN: 9783662463093
- Produktnummer: 33290398
- Verlag: Springer-Verlag GmbH
- Sprache: Englisch
- Erscheinungsjahr: 2015
- Seitenangabe: 201 S.
- Plattform: PDF
- Masse: 7'976 KB
- Auflage: 2015
- Abbildungen: 49 schwarz-weiße und 11 farbige Abbildungen, Bibliographie
- Reihenbandnummer: 592
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