带准备时间的订单调度的一种新的元启发式算法

Win-Chin Lin, Tzu-Hsuan Yang, Chin-Chia Wu
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引用次数: 0

摘要

近年来,客户订单调度模型不断受到学术界的关注。然而,客户的订单调度问题与准备时间只是相对较少的。考虑到这一限制,我们然后用准备时间解决一个多工厂订单调度问题,以找到一个最小化总加权完成时间的序列。由于该问题的复杂性非常困难,我们使用了现有的五种启发式算法和两型迭代贪婪算法来寻找近最优解。所有提出的启发式算法也通过两两改进得到改进。最后,我们进行了单向方差分析和Fisher最小显著性差异检验来评估所有算法的性能。
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An Novel Metaheuristic for the Order Scheduling with Ready Times
Recently the customer order scheduling models has continued growing attention in research community. However, customer order scheduling problem with the ready time is only relatively few. In light of this limitation, we then address a multi-facility order scheduling with ready times to find a sequence to minimize the total weighted completion time. Because the complexity of this problem is very difficult, we use five existing heuristics and two-type iterative greedy algorithms to find near-optimal solutions. All of the proposed heuristics are also improved by pairwise improvement. Finally, we conduct a one-way analysis of variance and Fisher's least significant difference tests to assess the performances of all the proposed algorithms.
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