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Decision Diagrams for Optimization Softcover reprint of the original 1st ed. 2016 [Mīkstie vāki]

  • Formāts: Paperback / softback, 254 pages, height x width: 235x155 mm, weight: 454 g, 79 Illustrations, black and white; XII, 254 p. 79 illus., 1 Paperback / softback
  • Sērija : Artificial Intelligence: Foundations, Theory, and Algorithms
  • Izdošanas datums: 16-Jun-2018
  • Izdevniecība: Springer International Publishing AG
  • ISBN-10: 3319826794
  • ISBN-13: 9783319826790
  • Mīkstie vāki
  • Cena: 78,14 €*
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  • Standarta cena: 91,94 €
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  • Formāts: Paperback / softback, 254 pages, height x width: 235x155 mm, weight: 454 g, 79 Illustrations, black and white; XII, 254 p. 79 illus., 1 Paperback / softback
  • Sērija : Artificial Intelligence: Foundations, Theory, and Algorithms
  • Izdošanas datums: 16-Jun-2018
  • Izdevniecība: Springer International Publishing AG
  • ISBN-10: 3319826794
  • ISBN-13: 9783319826790
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]

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.