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Design and Control of Swarm Dynamics

84,68 
84,68 
2025-07-31 84.6800 InStock
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Knygos aprašymas

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.

Informacija

Autorius: Roland Bouffanais
Serija: SpringerBriefs in Complexity
Leidėjas: Springer Nature Singapore
Išleidimo metai: 2015
Knygos puslapių skaičius: 120
ISBN-10: 9812877509
ISBN-13: 9789812877505
Formatas: Knyga minkštu viršeliu
Kalba: Anglų
Žanras: Cybernetics and systems theory

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