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A tabu search algorithm for scheduling a single robot in a job-shop environment

机译:一种禁忌搜索算法,用于在作业车间环境中调度单个机器人

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摘要

We consider a single-machine scheduling problem which arises as a subproblem in a job-shop environment where the jobs have to be transported between the machines by a single transport robot. The robot scheduling problem may be regarded as a generalization of the travelling-salesman problem with time windows, where additionally generalized precedence constraints have to be respected. The objective is to determine a sequence of all nodes and corresponding starting times in the given time windows in such a way that all generalized precedence relations are respected and the sum of all travelling and waiting times is minimized. We present a local search algorithm for this problem where an appropriate neighborhood structure is defined using problem-specific properties. In order to make the search process more efficient, we apply some techniques which accelerate the evaluation of the solutions in the proposed neighbourhood considerably. Computational results are presented for test data arising from job-shop instances with a single transport robot.
机译:我们考虑单机调度问题,这是在车间必须由单个运输机器人在机器之间运输作业的车间环境中出现的一个子问题。机器人调度问题可以看作是带有时间窗的旅行推销员问题的概括,在此必须考虑到其他广义的优先约束。目的是确定给定时间窗内所有节点的顺序和相应的开始时间,以使所有通用优先级关系都得到遵守,并使所有行驶时间和等待时间之和最小。我们针对此问题提出了一种本地搜索算法,其中使用特定于问题的属性定义了适当的邻域结构。为了使搜索过程更有效,我们应用了一些技术来显着加快对建议邻域中解决方案的评估。给出了使用单个运输机械手从车间实例产生的测试数据的计算结果。

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