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A View of Local Search in Constraint Programming

机译:在约束编程中的本地搜索视图

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摘要

We propose in this paper a novel way of looking at local search algorithms for combinatorial optimization problems which better suits constraint programming by performing branch-and-bound search at their core. We concentrate on neighborhood exploration and show how the framework described yields a more efficient local search and opens the door to more elaborate neighborhoods. Numerical results are given in the context of the traveling salesman problem with time windows. This work on neighborhood exploration is part of ongoing research to develop constraint programming tabu search algorithms applied to routing prob-lems.
机译:我们本文提出了一种寻找本地搜索算法的新方法,用于组合优化问题,通过在其核心执行分支和绑定搜索来更好地适用于约束编程。我们专注于邻里探索,并展示框架的描述如何产生更有效的本地搜索,并打开更多详细居中的门。在旅行推销员问题与时间窗口的背景下给出了数值结果。这项关于邻居探索的工作是持续研究的一部分,用于开发应用于路由问题的约束编程禁忌搜索算法。

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