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Research on Balance Optimization of Q Company Production Line Based on Improved Genetic Algorithm

机译:基于改进遗传算法的Q公司生产线平衡优化研究

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In this paper, the assembly line of Q company is taken as the research object. From the perspective of logistics, the flexsim simulation of the production process is carried out, the blocked station is found, the cause of the blocked station is analyzed, and the improved genetic algorithm is applied to analyze and improve the Q assembly line. The improvement of genetic algorithm is mainly reflected in the new mutation operator. As a result, the bottleneck process time of the Q company production line has been effectively reduced, and the production line balance rate has increased from 58% to 92.1%, which has improved the production balance.
机译:本文以Q公司的装配线为研究对象。从物流的角度,对生产过程进行了flexsim仿真,发现了阻塞站,分析了阻塞站的原因,并采用改进的遗传算法对Q装配线进行了分析和改进。遗传算法的改进主要体现在新的变异算子上。结果,有效减少了Q公司生产线的瓶颈处理时间,生产线平衡率从58%提高到92.1%,改善了生产平衡。

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