Design and Control of Swarm Dynamics
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Beschreibung
The book is about the key elements required for designing, building and controlling effective artificial swarms comprised of multiple moving physical agents. Therefore this book presents the fundamentals of each of those key elements in the particular frame of dynamic swarming, specifically exposing the profound connections between these elements and establish some general design principles for swarming behaviors. This scientific endeavor requires an inter-disciplinary approach: biomimetic inspiration from ethology and ecology, study of social information flow, analysis of temporal and adaptive signaling network of interaction, considerations of control of networked real-time systems, and lastly, elements of complex adaptive dynamical systems. This book offers a completely new perspective on the scientific understanding of dynamic collective behaviors thanks to its multi-disciplinary approach and its focus on artificial swarm of physical agents. Two of the key problems in understanding the emergence of swarm intelligent behaviors are identifying the social interaction rules a.k.a. the behavioral algorithm and uncovering how information flows between swarming agents. While most books about swarm dynamics have been focusing on the former, this book emphasizes the much-less discussed topic of distributed information flow, always with the aim of establishing general design principles.
Reviews exhaustively the key recent research into distributed information flow for effective swarming behaviors Provides an interdisciplinary discussion about swarms involving elements borrowed from the biological and physical sciences, graph theory and engineering control Covers many different real-life applications cutting across a vast range of fields Includes supplementary material: sn.pub/extras
Autor*in
Roland Bouffanais
Themen in »Design and Control of Swarm Dynamics«
Artificial Swarm Autonomous Land Robots Swarm Biologically Inspired Swarms Collective Behavior Distributed Control Ethology Inspired Swarms Ocean Monitoring Swarm Swarm Signaling Network complexity