基于混合约束满足算法的表面处理线SHMP求解

I. Mhedhbi, H. Camus, E. Craye, M. Benrejeb
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引用次数: 1

摘要

针对单提升机多产品作业车间调度问题,成功地应用约束满足算法CSA求出了周期最小的提升机最优移动顺序。然后,将CSA算法与两种经典的启发式算法相结合,根据任务的处理时间强加一个任务选择准则。这种杂交产生的溶液质量更好。以实际的表面处理线为研究对象,考虑了采用不同算法求得的周期时间的最小化。然后进行比较研究,以显示三种提出的方法的效率,然后选择最优方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
SHMP solution for surface treatment line using an hybrid constraints satisfaction algorithm
For single-hoist multi-products job shop scheduling problems, a constraints satisfaction algorithm CSA is successfully applied in this paper to find the optimal move sequence of the hoist that minimize the cycle period. Then, the CSA is hybridized with two classical heuristics to impose a criterion of selection of tasks according to their processing times. This hybridization generates better quality of solution. A real surface treatment line is studied with consideration of the minimization of the cycle time obtained by applying different algorithms. Comparative study is then presented to show the efficiency of the three proposed approaches and the preferment one is then selected.
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