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首页> 外文期刊>European Journal of Industrial Engineering >Minimising makespan for multistage hybrid flowshop scheduling problems with multiprocessor tasks by a hybrid immune algorithm
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Minimising makespan for multistage hybrid flowshop scheduling problems with multiprocessor tasks by a hybrid immune algorithm

机译:通过混合免疫算法使多处理器任务的多阶段混合Flowshop调度问题的制造时间最小化

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摘要

The scheduling problem of multistage hybrid flowshop with multiprocessor tasks is a core topic for numerous industrial applications but under-represented in the research literature. In this study, a new hybrid immune algorithm based on the features of artificial immune systems and iterated greedy algorithms is presented to minimise the makespan of this problem. To validate the performance of the proposed algorithm, computational experiments are conducted on two well-known benchmark problem sets. The experiment results clearly reveal that the proposed algorithm is highly effective and efficient as compared to three state-of-the-art metaheuristics on the same benchmark instances.
机译:具有多处理器任务的多级混合流水车间的调度问题是众多工业应用的核心主题,但在研究文献中却没有得到很好的体现。在这项研究中,提出了一种新的基于人工免疫系统特征和迭代贪婪算法的混合免疫算法,以最小化该问题的发生时间。为了验证所提出算法的性能,对两个众所周知的基准问题集进行了计算实验。实验结果清楚地表明,与在相同基准实例上的三种最新的元启发式算法相比,该算法是高效且高效的。

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