Decision Diagrams for Optimization (Artificial Intelligence: Foundations, Theory, and Algorithms)

Bergman, David; Cire, Andre A.; Van Hoeve, Willem-Jan; Hooker, John

ISBN 10: 3319826794 / ISBN 13: 9783319826790

Editore: Springer, 2018

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Codice articolo 382700683

Dati bibliografici

• Titolo: Decision Diagrams for Optimization (Artificial Intelligence: Foundations, Theory, and Algorithms)
• Editore: Springer
• Data di pubblicazione: 2018
• Lingua: Inglese
• ISBN 10: 3319826794
• ISBN 13: 9783319826790
• Rilegatura: Brossura
• Condizione: New

Descrizione articolo

Riassunto

This book introduces a novel approach to discrete optimization, providing both theoretical insights and algorithmic developments that lead to improvements over state-of-the-art technology. The authors present chapters on the use of decision diagrams for combinatorial optimization and constraint programming, with attention to general-purpose solution methods as well as problem-specific techniques.

The book will be useful for researchers and practitioners in discrete optimization and constraint programming. 

"Decision Diagrams for Optimization is one of the most exciting developments emerging from constraint programming in recent years. This book is a compelling summary of existing results in this space and a must-read for optimizers around the world." [Pascal Van Hentenryck]