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Artificial Intelligence in Space Systems: Coordination Through Problem Decoupling in Multi Agent Planning for Space Systems - Couverture souple

Brambilla, Andrea

 
9783838368887: Artificial Intelligence in Space Systems: Coordination Through Problem Decoupling in Multi Agent Planning for Space Systems
Couverture souple
ISBN 10 : 3838368886 ISBN 13 : 9783838368887
Editeur : LAP LAMBERT Academic Publishing, 2010

Synopsis

The characteristics of the future space missions are moving into areas where significant advantages would be gained from the development of an increasing level of autonomy distributed across the space systems. The Multi-Agent approach is an effective way to cope with this perspective: every space system is provided with computing capabilities implementing an intelligent behavior in terms of coordinated decision making. This book explores the benefits of a coordination strategy based on the temporal interdependence decoupling: every space system introduces local constraints in order to make redundant the coordination constraints. Therefore the interdependencies can be removed decomposing the global problem in local independent subproblems that implicitly satisfy the coordination requirements. This coordination strategy has the potential benefit of reducing the communication overhead, which becomes fundamental in space as the probability of communication failure and latency can seriously compromise the operations. This book should be especially useful to professionals in Space Operations or anyone else who is interested in distributed robotics systems.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

The characteristics of the future space missions are moving into areas where significant advantages would be gained from the development of an increasing level of autonomy distributed across the space systems. The Multi-Agent approach is an effective way to cope with this perspective: every space system is provided with computing capabilities implementing an intelligent behavior in terms of coordinated decision making. This book explores the benefits of a coordination strategy based on the temporal interdependence decoupling: every space system introduces local constraints in order to make redundant the coordination constraints. Therefore the interdependencies can be removed decomposing the global problem in local independent subproblems that implicitly satisfy the coordination requirements. This coordination strategy has the potential benefit of reducing the communication overhead, which becomes fundamental in space as the probability of communication failure and latency can seriously compromise the operations. This book should be especially useful to professionals in Space Operations or anyone else who is interested in distributed robotics systems.

Biographie de l'auteur

Andrea Brambilla, Ph.D.: received his Doctoral Degree in Aerospace Engineering at the Politecnico di Milano in 2009. His research interests focus on Artificial Intelligence with an emphasis on Multi-Agent systems. In particular, he studied Multi-Agent planning and scheduling for real-time applications in dynamic and uncertain environments.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2010
Langue
anglais
ISBN 10 
3838368886
ISBN 13 
9783838368887
Reliure
Broché
Nombre de pages
116
Coordonnées du fabricant
non disponible
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