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A dynamic-programming-based exact algorithm for general single-machine scheduling with machine idle time

机译:具有动态空闲时间的单机通用单机调度的基于动态编程的精确算法

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摘要

This paper proposes an efficient exact algorithm for the general single-machine scheduling problem where machine idle time is permitted. The algorithm is an extension of the authors’ previous algorithm for the problem without machine idle time, which is based on the SSDP (Successive Sublimation Dynamic Programming) method. We first extend our previous algorithm to the problem with machine idle time and next propose several improvements. Then, the proposed algorithm is applied to four types of single-machine scheduling problems: the total weighted earliness-tardiness problem with equal (zero) release dates, that with distinct release dates, the total weighted completion time problem with distinct release dates, and the total weighted tardiness problem with distinct release dates. Computational experiments demonstrate that our algorithm outperforms existing exact algorithms and can solve instances of the first three problems with up to 200 jobs and those of the last problem with up to 80 jobs.
机译:针对允许机器空闲时间的一般单机调度问题,本文提出了一种有效的精确算法。该算法是作者先前针对无机械空闲时间问题的算法的扩展,该算法基于SSDP(连续升华动态编程)方法。我们首先将先前的算法扩展到机器空闲时间的问题,然后提出一些改进。然后,将所提出的算法应用于四种类型的单机调度问题:发布日期相等(零),发布日期不同的总加权提前/迟到问题,发布日期不同的总加权完成时间问题,以及发布时间不同的总加权完成时间问题;以及具有不同发布日期的总加权拖尾问题。计算实验表明,我们的算法优于现有的精确算法,并且可以解决最多200个工作的前三个问题以及最多80个工作的最后一个问题的实例。

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