Decision diagrams for optimization [[electronic resource] /] / by David Bergman, Andre A. Cire, Willem-Jan van Hoeve, John Hooker
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| Autore: |
Bergman David
|
| Titolo: |
Decision diagrams for optimization [[electronic resource] /] / by David Bergman, Andre A. Cire, Willem-Jan van Hoeve, John Hooker
|
| Pubblicazione: | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Edizione: | 1st ed. 2016. |
| Descrizione fisica: | 1 online resource (XII, 254 p. 79 illus.) |
| Disciplina: | 006.3 |
| Soggetto topico: | Artificial intelligence |
| Operations research | |
| Decision making | |
| Mathematical optimization | |
| Management science | |
| Computers | |
| Artificial Intelligence | |
| Operations Research/Decision Theory | |
| Discrete Optimization | |
| Operations Research, Management Science | |
| Theory of Computation | |
| Persona (resp. second.): | CireAndre A |
| van HoeveWillem-Jan | |
| HookerJohn | |
| Nota di bibliografia: | Includes bibliographical references and index. |
| Nota di contenuto: | Introduction -- Historical Overview -- Exact Decision Diagrams -- Relaxed Decision Diagrams -- Restricted Decision Diagrams -- Branch-and-Bound Based on Decision Diagrams -- Variable Ordering -- Recursive Modeling -- MDD-Based Constraint Programming -- MDD Propagation for Sequence Constraints -- Sequencing and Single-Machine Scheduling -- Index. |
| Sommario/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]. |
| Titolo autorizzato: | Decision Diagrams for Optimization |
| ISBN: | 3-319-42849-7 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910149631303321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Artificial Intelligence: Foundations, Theory, and Algorithms, . 2365-3051