Multi-objective constraint optimization in mail-order pharmacy automated distribution system

T. Miyamoto, N. Ueno, D. Li, S. Yoon
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Abstract

In this research, we study a scheduling problem in mail-order pharmacy automated distribution (MOPAD) system. In MOPAD scheduling, two kinds of objective: the collation delay (CD) and makespan, should be considered and in the previous study of some of authors three kinds of genetic algorithms (GA) are applied and evaluated. In this paper, we apply constraint programming (CP) for the scheduling problem. We proposed a CP formulation of the problem and evaluated through computational experiments. The results show that the proposed method is effective for small-scale problem but further study is required to compare with GA methods in large-scale problems.
邮购药房自动配送系统的多目标约束优化
本文研究邮购药品自动配送(MOPAD)系统中的调度问题。在MOPAD调度中,需要考虑排序延迟(CD)和最大完工时间(makespan)两种目标,在前人的研究中应用并评价了三种遗传算法。本文将约束规划(CP)应用于调度问题。我们提出了问题的CP公式,并通过计算实验进行了评估。结果表明,该方法对小尺度问题是有效的,但与遗传算法在大尺度问题上的比较有待进一步研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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