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Improved Local Search for Job Shop Scheduling with Uncertain Durations

机译:改进了当地搜索与不确定持续时间的作业商店调度

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This paper is concerned with local search methods to solve job shop scheduling problems with uncertain durations modelled as fuzzy numbers. Based on a neighbourhood structure from the literature, a reduced set of moves and the consequent structure are defined. Theoretical results show that the proposed neighbourhood contains all the improving solutions from the original neighbourhood and provide a sufficient condition for optimality. Additionally, a makespan lower bound is proposed which can be used to discard neighbours. Experimental results illustrate the good performance of both proposals, which considerably reduce the computational load of the local search, as well as a synergy effect when they are simultaneously used.
机译:本文涉及本地搜索方法,以解决作为模糊数建模的不确定持续时间的作业商店调度问题。基于来自文献的邻域结构,定义了减少的移动组和随后的结构。理论结果表明,所提出的邻域包含来自原始社区的所有改进解决方案,并提供足够的条件以获得最优性。另外,提出了一种可以用于丢弃邻居的Makespan下限。实验结果说明了两个提案的良好性能,这显着降低了本地搜索的计算负荷,以及同时使用它们时的协同效果。

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