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A Hybrid GA-AIS Heuristic for Optimization of Multipass Turning Operations

机译:用于优化多汇款转动操作的混合GA-AIS启发式

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摘要

In this paper, three versions of a hybrid heuristic algorithm by combining genetic algorithm (GA) and artificial immune system (AIS) is implemented to optimize the multipass turning process which has rough machining and then a finish machining. The objective function considered is minimization of unit production cost that optimizes the machining parameters. The performance of the GA-AIS is evaluated by comparing it with the best performing heuristics reported in the literature. It is observed that the proposed GA-AIS perform better than the heuristics reported in the literature.
机译:在本文中,通过组合遗传算法(GA)和人工免疫系统(AIS)来实现三种混合启发式算法(AIS)以优化具有粗加工的多脂转动过程,然后是精加工加工。考虑的目标函数是最小化的单位生产成本,优化了加工参数。通过将其与文献中报告的最佳性能启发式进行比较来评估GA-AIS的性能。观察到,所提出的GA-AIS比文献中报告的启发式表现更好。

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