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

by David Bergman, Andre A. Cire, Willem-Jan van Hoeve, and John Hooker

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Book cover for Decision Diagrams for Optimization

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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]

  • ISBN13 9783319826790
  • Publish Date 16 June 2018 (first published 14 October 2016)
  • Publish Status Active
  • Publish Country CH
  • Imprint Springer International Publishing AG
  • Edition Softcover reprint of the original 1st ed. 2016
  • Format Paperback
  • Pages 254
  • Language English