基于图着色的乘员值勤启发式算法

L. Hajdu, A. Tóth, Miklós Krész
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引用次数: 1

摘要

在过去的几年里,人事成本成为许多公司和机构财务管理的一个巨大因素。公司有义务按照规定劳动规则的法律雇用工人。这些公司可以通过最小化实际工作时间和预期工作时间之间的差异来节省成本。班组是将工人分配到先前确定的班次,这在文献中得到了广泛的研究。本文建立了乘员调度问题的数学模型,并介绍了乘员调度问题的两相图着色方法。我们的方法已经在人工生成和现实生活的输入数据上进行了测试。将新算法的结果与中等规模问题实例的整数规划模型的解进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Graph Coloring based Heuristic for Crew Rostering
In the last years personnel cost became a huge factor in the financial management of many companies and institutions.The firms are obligated to employ their workers in accordance with the law prescribing labour rules. The companies can save costs with minimizing the differences between the real and the expected worktimes. Crew rostering is assigning the workers to the previously determined shifts, which has been widely studied in the literature. In this paper, a mathematical model of the problem is presented and a two-phase graph coloring method for the crew rostering problem is introduced. Our method has been tested on artificially generated and real life input data. The results of the new algorithm have been compared to the solutions of the integer programming model for moderate-sized problems instances.
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