Continuum Deformation of Multi-agent Systems - Rilegato

Rastgoftar, Hossein

Rilegato

ISBN 10: 331941593X ISBN 13: 9783319415932

Casa editrice: Birkhauser, 2016

Riassunto

This monograph presents new algorithms for formation control of multi-agent systems (MAS) based on principles of continuum mechanics. Beginning with an overview of traditional methods, the author then introduces an innovative new approach whereby agents of an MAS are considered as particles in a continuum evolving in Rⁿ whose desired configuration is required to satisfy an admissible deformation function.  The necessary theory and its validation on a mobile-agent-based swarm test bed are considered for two primary tasks: homogeneous transformation of the MAS and deployment of a random distribution of agents on a desired configuration.  The framework for this model is based on homogeneous transformations for the evolution of an MAS under no inter-agent communication, local inter-agent communication, and intelligent perception by agents.  Different communication protocols for MAS evolution, the robustness of tracking of a desired motion by an MAS evolving in Rⁿ, and the effect of communication delays in an MAS evolving under consensus algorithms or homogeneous maps are also explored.  

Featuring appendices which introduce the requisite concepts from continuum kinematics and graph theory, this monograph will provide advanced graduate students and researchers with the necessary background to understand and apply the methods presented.

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Dalla quarta di copertina

This monograph presents new algorithms for formation control of multi-agent systems (MAS) based on principles of continuum mechanics. Beginning with an overview of traditional methods, the author then introduces an innovative new approach whereby agents of an MAS are considered as particles in a continuum evolving in Rⁿ whose desired configuration is required to satisfy an admissible deformation function.  The necessary theory and its validation on a mobile-agent-based swarm test bed are considered for two primary tasks: homogeneous transformation of the MAS and deployment of a random distribution of agents on a desired configuration.  The framework for this model is based on homogeneous transformations for the evolution of an MAS under no inter-agent communication, local inter-agent communication, and intelligent perception by agents.  Different communication protocols for MAS evolution, the robustness of tracking of a desired motion by an MAS evolving in Rⁿ, and the effect of communication delays in an MAS evolving under consensus algorithms or homogeneous maps are also explored.  

Featuring appendices which introduce the requisite concepts from continuum kinematics and graph theory, this monograph will provide advanced graduate students and researchers with the necessary background to understand and apply the methods presented.

Dettagli dell'edizione

• Editore: Birkhauser
• Data di pubblicazione: 2016
• Lingua: Inglese
• ISBN 10: 331941593X
• ISBN 13: 9783319415932
• Rilegatura: Copertina rigida
• Numero edizione: 1
• Numero di pagine: 232
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile