Swarm Stability and Optimization - Veysel Gazi, Kevin M. Passino

Swarm Stability and Optimization

Buch | Softcover
XVII, 299 Seiten
2014 | 2011
Springer Berlin (Verlag)
978-3-642-42270-6 (ISBN)
160,49 inkl. MwSt
Swarming species exhibit fascinating collective behaviors. Similarly, engineered multi-agent dynamic systems exhibit sophisticated collective behaviors while. In this book we show how to model and control a wide range of such multi-agent dynamic systems.

Swarming species such as flocks of birds or schools of fish exhibit
fascinating collective behaviors during migration and predator
avoidance. Similarly, engineered multi-agent dynamic systems such as groups of autonomous ground, underwater, or air vehicles ("vehicle swarms") exhibit sophisticated collective behaviors while maneuvering.
In this book we show how to model and control a wide range of such
multi-agent dynamic systems and analyze their collective behavior
using both stability theoretic and simulation-based approaches. In
particular, we investigate problems such as group aggregation, social
foraging, formation control, swarm tracking, distributed agreement,
and engineering optimization inspired by swarm behavior.

Part I Basic Principles.- Part II Continuous Time Swarms.- Part III Discrete Time Swarms.- Part IV Swarm Based Optimization Methods.

From the reviews:

"The book is intended as a textbook for a course on multiagent dynamic systems; as a supplementary book in courses on nonlinear control systems, optimization, or discrete-time control systems; or as a reference book for graduate students, researchers, and engineers performing studies or implementation work in the area of multiagent dynamic systems." (IEEE Control Systems Magazine, Vol. 31, October, 2011)

Erscheint lt. Verlag 28.11.2014
Zusatzinfo XVII, 299 p.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 492 g
Themenwelt Informatik Grafik / Design Digitale Bildverarbeitung
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Technik Elektrotechnik / Energietechnik
Schlagworte Swarm Coordination • Swarm intelligence • swarm optimization • swarms
ISBN-10 3-642-42270-5 / 3642422705
ISBN-13 978-3-642-42270-6 / 9783642422706
Zustand Neuware
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