Titlebook: Decision Diagrams for Optimization; David Bergman,Andre A. Cire,John Hooker Book 2016 The Editor(s) (if applicable) and The Author(s), und

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https://doi.org/10.1007/978-1-4419-0522-2employee rostering and car manufacturing. It will serve to illustrate the main challenges when studying MDD propagation for a new constraint type: Tractability, design of the propagation algorithm, and practical efficiency. In particular, we show in this chapter that establishing MDD consistency for

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https://doi.org/10.1007/978-1-4419-0522-2 provide exact and relaxed MDD representations, together with MDD filtering algorithms for various side constraints, including time windows, precedence constraints, and sequence-dependent setup times. We extend a constraint-based scheduling solver with these techniques, and provide an experimental e

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David Bergman,Andre A. Cire,John HookerPresents a new theoretical and algorithmic approach to discrete optimization.Authors among leading researchers in this domain.Useful for researchers and practitioners in discrete optimization and cons

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https://doi.org/10.1007/978-1-4615-0286-9constraint separation. We illustrate our framework on a number of classical combinatorial optimization problems: maximum independent set, set covering, set packing, single machine scheduling, maximum cut, and maximum 2-satisfiability.