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Implementation of Operating Room Scheduling with Genetic Algorithm and the Importance of Repair Operator

机译:遗传算法的手术室调度的实施及维修运营商的重要性

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In this paper, problem of optimal utilisation of surgery rooms, which are one of the most significant departments of hospitals. This type of problems are defined as NP-Hard. Solving of NP-Hard type problems cannot be executed through methods based on conventional mathematics previously used. The operation room scheduling problem, which contains numerous constraints, was solved through Genetic Algorithm (GA), one of the most significant heuristic algorithms referred to in this paper. With a purpose to provide visualisation while coding the program, C# programming language was preferred. Importance and effect of using Repair Operator in GA was also investigated.
机译:本文中,手术室最佳利用问题,是医院最重要的部门之一。这种类型的问题被定义为NP-Hard。通过基于先前使用的传统数学的方法,不能通过方法来执行NP-Hard类型问题。通过遗传算法(GA)解决了包含许多限制的操作室调度问题,其中一个最重要的启发式算法之一。目的是在编码程序时提供可视化,优先考虑C#编程语言。还调查了使用维修操作员在GA中的重要性和影响。

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