Multi-objective Swarm Intelligence: Theoretical Advances and Applications (Studies in Computational Intelligence, 592, Band 592)

ISBN 10: 3662463083 / ISBN 13: 9783662463086

Verlag: Springer, 2015

Beschreibung

Auflage: 2015.

Bestandsnummer des Verkäufers 2990744_3d3_3x

Bibliografische Details

• Titel: Multi-objective Swarm Intelligence: Theoretical Advances and Applications (Studies in Computational Intelligence, 592, Band 592)
• Verlag: Springer
• Erscheinungsjahr: 2015
• Sprache: Englisch
• ISBN-10: 3662463083
• ISBN-13: 9783662463086
• Einband: Hardcover
• Zustand: Good

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.