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Boosting Set Constraint Propagation for Network Design

机译:促进网络设计的集合约束传播

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This paper reconsiders the deployment of synchronous optical networks (SONET), an optimization problem naturally expressed in terms of set variables. Earlier approaches, using either MIP or CP technologies, focused on symmetry breaking, including the use of SBDS, and the design of effective branching strategies. This paper advocates an orthogonal approach and argues that the thrashing behavior experienced in earlier attempts is primarily due to a lack of pruning. It studies how to improve domain filtering by taking a more global view of the application and imposing redundant global constraints. The technical results include novel hardness results, propagation algorithms for global constraints, and inference rules. The paper also evaluates the contributions experimentally by presenting a novel model with static symmetric-breaking constraints and a static variable ordering which is many orders of magnitude faster than existing approaches.
机译:本文重新考虑了同步光网络(SONET)的部署,在集变量方面自然表达的优化问题。早期的方法,使用MIP或CP技术,专注于对称性破坏,包括使用SBD,以及有效分支策略的设计。本文主张正交方法,并认为早期尝试中经历的捶打行为主要是由于缺乏修剪。它研究如何通过拍摄更全局的应用程序并强加冗余全局约束来改进域过滤。技术结果包括新的硬度结果,全局限制的传播算法和推理规则。本文还通过呈现具有静态对称性约束的新型模型和静态可变排序来评估实验的贡献,这些模型比现有方法快多数量级。

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