基于 LPT 规则和受限 B&B 方法的启发式,最小化单台机器上的预期工期

Elmabrok H. Abdelrahim, B. Vizvári
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引用次数: 0

摘要

二十多年来,同时考虑生产和维护计划一直备受关注。起初,这些研究大多将维护活动作为研究期间的一个固定孔。后来,大多数研究都将维护周期的开始时间固定下来,但其间隔时间可能不同。在非抢占式情况下,只有少数文章将维护活动的开始时间作为决策变量。本文将计划维护活动(PM)的开始时间作为决策变量,并根据非均质泊松过程(NHPP)估算预期维修时间。故障函数是韦布利分布的,故障导致的维修是最小的,而 PM 维修是完美的。该模型考虑了两种情况,目的是最大限度地减少预期工期(EMS)。其次,基于最长处理时间规则(LPT)和受限分支与边界法(B&B)的启发式方法解决了非抢占式情况下的问题。所提出的每个程序都使用了抢占式情况下的最优解特性。 最后,结果表明了 B&B 的稳健性,其下限由抢占式情况下的最优解获得,而上限则是由 LPT 获得的第一个解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Heuristic Based on LPT rule and a restricted B&B Method to Minimizing the Expected Makespan on a Single Machine
Considering the production and maintenance schedule simultaneously has a great attention for more than two decades. At the beginning, most of these researches treated maintenance activities as a fixed hole in the study period. Later, in the majority of them, the maintenance periods starting time were fixed but their intervals may variate. In the non-preemptive case, only few of articles that deals with the maintenance activities starting time as a decision variable. In this article, the time to starting the planed maintenance activities (PM) is a decision variable and the expected repair time is estimated according to nonhomogeneous Poisson process (NHPP). The failure function is Weibully distributed and the repair due to failure is minimal while the PM repair is perfect. Two cases were considered for the model which is aiming to minimizing the expected makespan (EMS), first, the preemptive case which was solved optimally. Secondly, a heuristic based on longest processing time rule (LPT) and a restricted branch and bound method (B&B) are provided to solve the problem for the non-preemptive case. Each of the proposed procedures uses the optimal solution properties of the preemptive case.  The optimal solution for the non-preemptive model can be reached using LPT in case of . Finally, the results showed the robustness for B&B which their lower bound obtained by the optimal solution of the preemptive case and the upper bound is the first solution obtained by LPT.
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