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An Optimal Scheduling for Medical Equipment Preventive Maintenance Over a Finite Planning Horizon Using Ant Colony Algorithm

机译:基于蚁群算法的有限规划范围内医疗设备预防性维修的优化调度

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摘要

The importance of preventive maintenance management has been gradually recognized specially with the great attention to the role of health technology management. Finding the optimal schedule to perform preventive maintenance for medical equipment is rarely considered in the literature. This research suggests using ant colony optimization method to solve the problem of finding the optimal preventive maintenance schedule. We developed 2 versions of the algorithm, both starting from a prioritized medical equipment list and differing in the heuristic function. The experimental results indicate the effectiveness of the ant colony optimization algorithm for this kind of problems.
机译:预防性维护管理的重要性已逐渐被特别认识,特别是对卫生技术管理的作用给予了高度重视。在文献中很少考虑找到执行医疗设备预防性维护的最佳时间表。这项研究建议使用蚁群优化方法来解决寻找最佳预防性维护计划的问题。我们开发了2个版本的算法,这两个版本均从优先医疗设备列表开始,并且在启发式功能上有所不同。实验结果表明,蚁群优化算法对这类问题的有效性。

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