Decision Diagrams for Optimization

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90,94 

Artificial Intelligence: Foundations, Theory, and Algorithms

ISBN: 3319826794
ISBN 13: 9783319826790
Verlag: Springer Verlag GmbH
Umfang: xii, 254 S., 79 s/w Illustr., 254 p. 79 illus.
Erscheinungsdatum: 16.06.2018
Weitere Autoren: Bergman, David/Cire, Andre A/van Hoeve, Willem-Jan et al
Auflage: 1/2016
Produktform: Kartoniert
Einband: Kartoniert

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]

Artikelnummer: 5459984 Kategorie:

Beschreibung

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]

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