Multi-objective Swarm Intelligence: Theoretical Advances and Applications

Dehuri, Satchidananda (Edited by)/ Jagadev, Alok Kumar (Edited by)/ Panda, Mrutyunjaya (Edited by)

ISBN 10: 3662463083 / ISBN 13: 9783662463086

Verlag: Springer, 2015

Beschreibung

201 pages. 9.25x6.25x0.75 inches. In Stock.

Bestandsnummer des Verkäufers x-3662463083

Bibliografische Details

• Titel: Multi-objective Swarm Intelligence: Theoretical Advances and Applications
• Verlag: Springer
• Erscheinungsjahr: 2015
• Sprache: Englisch
• ISBN-10: 3662463083
• ISBN-13: 9783662463086
• Einband: Hardcover
• Zustand: Brand New

Über diesen Titel

Inhaltsangabe

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.