Swarming species such as flocks of birds or schools of fish exhibitfascinating collective behaviors during migration and predatoravoidance. 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 suchmulti-agent dynamic systems and analyze their collective behaviorusing both stability theoretic and simulation-based approaches. Inparticular, we investigate problems such as group aggregation, socialforaging, formation control, swarm tracking, distributed agreement,and engineering optimization inspired by swarm behavior.
Produktinformation
Utgivningsdatum2014-11-28
Mått155 x 235 x undefined mm
FormatHäftad
SpråkEngelska
Antal sidor299
FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
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)