Multi-objective Swarm Intelligence Theoretical Advances and Applications
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- Hardcover ausgewählt
- Taschenbuch
- eBook
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Sprache:Englisch
Fr. 137.00
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Gebundene Ausgabe
Erscheinungsdatum
26.03.2015
Abbildungen
XIV, 201 p. 60 illus., 11 illus. in color.
Herausgeber
Satchidananda Dehuri + weitereVerlag
Springer BerlinSeitenzahl
201
Maße (L/B/H)
24.1/16/1.8 cm
Gewicht
494 g
Auflage
2015
Sprache
Englisch
ISBN
978-3-662-46308-6
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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