Design and control of swarm dynamics

• 作者： Bouffanais, Roland, author.
• 其他作者：
  • SpringerLink (Online service)
• 其他題名：
  • SpringerBriefs in complexity.
• 出版： Singapore : Springer Singapore :Imprint: Springer
• 叢書名： SpringerBriefs in complexity,
• 主題： Swarm intelligence. , Computer algorithms. , Computational intelligence. , Engineering. , Complexity. , Statistical Physics, Dynamical Systems and Complexity. , Control.
• ISBN： 9789812877512 (electronic bk.) 、 9789812877505 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: Complexity and swarming systems -- A biologically-inspired approach to collective behaviors -- A physical approach to swarming -- A network-theoretic approach to collective dynamics -- An information-theoretic approach to collective behaviors -- A computational approach to collective behaviors -- Outlook: Can swarms be designed?.
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• 摘要註: 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.
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