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Decision Diagrams for Optimization David Bergman

Decision Diagrams for Optimization By David Bergman

Decision Diagrams for Optimization by David Bergman


Summary

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 Summary

Decision Diagrams for Optimization by David Bergman

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]

Table of Contents

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.

Additional information

NLS9783319826790
9783319826790
3319826794
Decision Diagrams for Optimization by David Bergman
New
Paperback
Springer International Publishing AG
2018-06-16
254
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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