Constraint Satisfaction Techniques for Agent-Based Reasoning

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.

Sommario

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.

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.

Dettagli sul prodotto

• Autori: Nicoleta Neagu, Nicoletta Neagu
• Editore: Birkhäuser
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 01.01.2005
• EAN: 9783764372170
• ISBN: 978-3-7643-7217-0
• Pagine: 176
• Peso: 275 g
• Serie: Whitestein Series in Software Agent Technologies and Autonomic Computing; Whitestein Series in Software Agent Technologies; Whitestein Series in Software Agent Technologies and Autonomic Computing; Whitestein Series in Software Agent Technologies
• Categorie: Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Informatica; Informatik, B, Artificial Intelligence, computer science, Modeling, problem solving, Computer Science, general, intelligence, agents, automated reasoning, constraint satisfaction problem