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Distributed Constraint Satisfaction: Foundations of Cooperation in Multi-agent Systems (Springer Series on Agent Technology) - Tapa dura
Sinopsis
Distributed Constraint Satisfaction gives an overview of Constraint Satisfaction Problems (CSPs), adapts related search algorithms and consistency algorithms for applications to multi-agent systems, and consolidates recent research devoted to cooperation in such systems. The techniques introduced are applied to various problems in multi-agent systems. Among the new approaches is a hybrid-type algorithm for weak-commitment search combining backtracking and iterative improvement. Also, an extension of the basic CSP formalization called "Partial CSP" is introduced in order to handle over-constrained CSPs.
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Reseña del editor
Distributed Constraint Satisfaction gives an overview of Constraint Satisfaction Problems (CSPs), adapts related search algorithms and consistency algorithms for applications to multi-agent systems, and consolidates recent research devoted to cooperation in such systems. The techniques introduced are applied to various problems in multi-agent systems. Among the new approaches is a hybrid-type algorithm for weak-commitment search combining backtracking and iterative improvement. Also, an extension of the basic CSP formalization called "Partial CSP" is introduced in order to handle over-constrained CSPs.
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- EditorialSpringer
- Año de publicación2000
- ISBN 10 3540675965
- ISBN 13 9783540675969
- EncuadernaciónTapa dura
- IdiomaInglés
- Número de páginas164
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Distributed Constraint Satisfaction
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Springer Berlin Heidelberg, Springer Berlin Heidelberg Nov 2000, 2000
ISBN 10: 3540675965
ISBN 13: 9783540675969
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Librería: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Alemania
Calificación del vendedor: 5 de 5 estrellas
Buch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -When multiple agents are in a shared environment, there usually exist con straints among the possible actions of these agents. A distributed constraint satisfaction problem (distributed CSP) is a problem in which the goal is to find a consistent combination of actions that satisfies these inter-agent constraints. More specifically, a distributed CSP is a constraint satisfaction problem (CSP) in which multiple agents are involved. A constraint satisfaction problem is a problem in which the goal is to find a consistent assignment of values to variables. Even though the definition of a CSP is very simple, a surprisingly wide variety of artificial intelligence (AI) problems can be formalized as CSPs. Therefore, the research on CSPs has a long and distinguished history in AI (Mackworth 1992; Dechter 1992; Tsang 1993; Kumar 1992). A distributed CSP is a CSP in which variables and constraints are distributed among multiple autonomous agents. Various application problems in Multi-agent Systems (MAS) that are concerned with finding a consistent combination of agent actions can he formalized as dis tributed CSPs. Therefore, we can consid(~r distributed CSPs as a general framework for MAS, and algorithms for solving distributed CSPs as impor tant infrastructures for cooperation in MAS. This book gives an overview of the research on distributed CSPs, as well as introductory material on CSPs. In Chapter 1. we show the problem defi nition of normal, centralized CSPs and describe algorithms for solving CSPs. 164 pp. Englisch. Nº de ref. del artículo: 9783540675969
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Distributed Constraint Satisfaction : Foundations of Cooperation in Multi-agent Systems
Publicado por
Springer Berlin Heidelberg, 2000
ISBN 10: 3540675965
ISBN 13: 9783540675969
Nuevo
Tapa dura
Librería: AHA-BUCH GmbH, Einbeck, Alemania
Calificación del vendedor: 5 de 5 estrellas
Buch. Condición: Neu. Druck auf Anfrage Neuware - Printed after ordering - When multiple agents are in a shared environment, there usually exist con straints among the possible actions of these agents. A distributed constraint satisfaction problem (distributed CSP) is a problem in which the goal is to find a consistent combination of actions that satisfies these inter-agent constraints. More specifically, a distributed CSP is a constraint satisfaction problem (CSP) in which multiple agents are involved. A constraint satisfaction problem is a problem in which the goal is to find a consistent assignment of values to variables. Even though the definition of a CSP is very simple, a surprisingly wide variety of artificial intelligence (AI) problems can be formalized as CSPs. Therefore, the research on CSPs has a long and distinguished history in AI (Mackworth 1992; Dechter 1992; Tsang 1993; Kumar 1992). A distributed CSP is a CSP in which variables and constraints are distributed among multiple autonomous agents. Various application problems in Multi-agent Systems (MAS) that are concerned with finding a consistent combination of agent actions can he formalized as dis tributed CSPs. Therefore, we can consid(~r distributed CSPs as a general framework for MAS, and algorithms for solving distributed CSPs as impor tant infrastructures for cooperation in MAS. This book gives an overview of the research on distributed CSPs, as well as introductory material on CSPs. In Chapter 1. we show the problem defi nition of normal, centralized CSPs and describe algorithms for solving CSPs. Nº de ref. del artículo: 9783540675969
Cantidad disponible: 1 disponibles
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Distributed Constraint Satisfaction : Foundations of Cooperation in Multi-Agent Systems
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Distributed Constraint Satisfaction: Foundations of Cooperation in Multi-agent Systems: Foundation of Cooperation in Multi-agent Systems (Springer Series on Agent Technology)
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Hardcover. Condición: Brand New. 2001 edition. 143 pages. 9.50x6.50x0.50 inches. In Stock. Nº de ref. del artículo: x-3540675965
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Distributed Constraint Satisfaction
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Springer Berlin Heidelberg, 2000
ISBN 10: 3540675965
ISBN 13: 9783540675969
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Librería: moluna, Greven, Alemania
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Condición: New. The book adapts results from classical constraint satisfaction for multi-agent systems and consolidates recent research and presents new results in a consistent wayDistributed Constraint Satisfaction gives an overview of Constraint Satisfaction Problems. Nº de ref. del artículo: 4898286
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Distributed Constraint Satisfaction : Foundations of Cooperation in Multi-Agent Systems
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Distributed Constraint Satisfaction: Foundations of Cooperation in Multi-agent Systems (Springer Series on Agent Technology)
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Distributed Constraint Satisfaction: Foundations of Cooperation in Multi-agent Systems (Springer Series on Agent Technology)
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Distributed Constraint Satisfaction: Foundations of Cooperation in Multi-agent Systems (Springer Series on Agent Technology)
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