用动态规划方法建模仓库N人力团队分配问题

Mohit Goswami
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引用次数: 0

摘要

本文采用基于动态规划的方法对仓库的人力配置问题进行建模和求解。作者特别发展了M个仓库和N个团队的详细模型(可用于分配到这些仓库)。盈利能力被认为是分配问题的绩效指标。在动态规划问题结构中将仓库和人力团队分别建模为阶段和状态。由于这类分配问题具有马尔可夫性质,且与阶段-门型问题有相似之处,因此采用了动态规划方法。研究结果为诸如经营多个仓库的零售商等组织的劳动力分配提供了关键决策建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling M Warehouse N Manpower-Team Allocation Problem Using Dynamic Programming Approach
In this research, a dynamic programming-based approach is deployed to model and solve the manpower allocation problem for warehouses. The authors specifically evolve the detailed model for M warehouses and N teams (available for allocation to these warehouses). Profitability is considered as a performance measure for the allocation problem. The warehouses and manpower-team are modelled as stages and states respectively within the dynamic programming problem structure. Owing to the rather abstract nature of such allocation problems possessing Markovian properties and having similarities with stage-gate type of a problem, dynamic programming approach is deployed. The study results in recommending key decisions in workforce allocation for organizations such as retailers operating multiple warehouses.
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