Swarm Stability and Optimization

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 c...

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Bibliographic Details
Main Authors: Gazi, Veysel (Author), Passino, Kevin M. (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
Subjects:
Online Access:Full Text via HEAL-Link
Description
Summary: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.
Physical Description:XVII, 299 p. online resource.
ISBN:9783642180415