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Effects of dummy machines on make span in a few classical heuristics using Taillard bench mark problems

机译:在使用泰拉德基准问题的一些经典启发式方法中,虚拟机对制造跨度的影响

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摘要

Finding an optimal sequence in terms of total completion time for processing 'n' jobs in 'm' processing centres in the shop floor is an important job for a shop floor supervisor. The problem is NP hard as the total number of sequences is (n!) for a permutation flow shop scheduling problem. After the invention of evolutionary algorithms and meta heuristics, finding an optimal sequence becomes comparatively easier. However, in the shop floor, due to the limitation in the computing capabilities and computer knowledge, still the classical heuristics are popular because of their simplicity. However, in most of the cases, only one sequence is obtained except in CDS algorithm where the best sequence is selected from (m-1) alternatives. This paper deals with finding more than one sequence having optimalear optimal make span in a permutation flow shop scheduling problem using the concept of dummy machine. The concept is used with some of the classical heuristics like CDS, Palmer slope index method, RA method. The effect of dummy machine is analysed using the well known Taillard bench mark problems. The codes arc generated in MATLAB and the results are satisfactory.
机译:对于车间主管来说,在总的完成时间上找到最佳的顺序以在车间的“ m”个加工中心中加工“ n”个工作是一项重要的工作。这个问题是NP难题,因为对于置换流水车间调度问题,序列总数为(n!)。在进化算法和元启发法发明之后,找到最佳序列变得相对容易。然而,在车间,由于计算能力和计算机知识的限制,经典启发式方法由于其简单性而仍然很受欢迎。但是,在大多数情况下,除了从(m-1)个备选方案中选择最佳序列的CDS算法中,只能获得一个序列。本文利用虚拟机的概念,研究了在置换流水车间调度问题中发现多个具有最佳/接近最佳制造跨度的序列。该概念与CDS,Palmer斜率索引法,RA方法等一些经典启发式方法一起使用。使用众所周知的泰拉德基准测试问题来分析虚拟机的效果。该代码在MATLAB中生成,结果令人满意。

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