柔性作业车间调度问题的改进灰狼优化算法

Ye Jieran, W. Aimin, Ge Yan, Shen Xinyi
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引用次数: 2

摘要

针对柔性作业车间调度问题,建立了以最短完工时间为目标的最优调度模型,提出了改进的灰狼优化算法。该算法改进了灰狼优化器基于最大阶值规则的编码方法。同时,引入局部搜索策略,有效地平衡了算法的探索能力和开发能力。最后,通过实验验证了算法的有效性。
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An Improved Grey Wolf Optimizer for Flexible Job-shop Scheduling Problem
For the flexible job-shop scheduling problem, an optimal scheduling model with the objective of minimum completion time is established, and an improved grey wolf optimizer is proposed. The algorithm improves the coding method based on Largest Order Value rule of the grey wolf optimizer. At the same time, a local search strategy is introduced to effectively balance the exploration ability and development ability of the algorithm. Finally, experiments verify the effectiveness of the algorithm.
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