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LS(Graph): a constraint-based local search for constraint optimization on trees and paths

机译:LS(Graph):基于约束的本地搜索,用于对树和路径进行约束优化

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摘要

Constrained optimum tree (COT) and constrained optimum path (COP)problems arise in many real-life applications and are ubiquitous in communicationnetworks. They have been traditionally approached by dedicated algorithms, whichare often hard to extend with side constraints and to apply widely. This paper pro-poses a constraint-based local search framework for COT/COP applications, bring-ing the compositionality, reuse, and extensibility at the core of constraint-based localsearch and constraint programming systems. The modeling contribution is the abil-ity to express compositional models for various COT/COP applications at a highlevel of abstraction, while cleanly separating the model and the search procedure.The main technical contribution is a connected neighborhood based on rooted span-ning trees to find high-quality solutions to COP problems. This framework is appliedto some COT/COP problems, e.g., the quorumcast routing problem, the edge-disjointpaths problem, and the routing and wavelength assignment with delay side constraintsproblem. Computational results show the potential importance of the approach.
机译:约束最优树(COT)和约束最优路径(COP)问题出现在许多现实应用中,并且在通信网络中无处不在。传统上,它们是通过专用算法来处理的,这些算法通常很难通过附带的约束进行扩展并难以广泛应用。本文针对COT / COP应用提出了一种基于约束的本地搜索框架,将基于约束的本地搜索和约束编程系统的核心组成,重用和可扩展性引入了其中。建模的贡献是能够以较高的抽象度表达各种COT / COP应用程序的组成模型,同时将模型和搜索过程干净地分离。主要技术贡献是基于生成树的根相连的邻域。找到解决COP问题的高质量解决方案。该框架适用于一些COT / COP问题,例如定额路由问题,边缘不相交路径问题以及具有延迟侧约束问题的路由和波长分配。计算结果表明该方法的潜在重要性。

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