Constraint Satisfaction Techniques for Agent-Based Reasoning

Neagu, Nicoleta

ISBN 10: 3764372176 / ISBN 13: 9783764372170

Editore: Birkhauser 2005-01, 2005

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Codice articolo 6666-IUK-9783764372170

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Titolo: Constraint Satisfaction Techniques for ...

Casa editrice: Birkhauser 2005-01

Data di pubblicazione: 2005

Legatura: PF

Condizione: New

Descrizione articolo

Riassunto:

Constraint satisfaction problems are significant in the domain of automated reasoning for artificial intelligence. They can be applied to the modeling and solving of a wide range of combinatorial applications such as planning, scheduling and resource sharing in a variety of practical domains such as transportation, production, supply-chains, network management and human resource management. In this book we study new techniques for solving constraint satisfaction problems, with a special focus on solution adaptation applied to agent reasoning.

Contenuti:

Interchangeability and Solution Adaptation in Crisp CSPs.- Interchangeability in Soft CSPs.- Multi Agent Computation of Interchangeability in Distributed CSPs.- Interchangeability in Dynamic Environments.- Generic Case Adaptation Framework.- Conclusions.