基于果蝇算法的装配线平衡问题决策支持系统

Zixue Xiong, Li Dong, L. Du
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引用次数: 0

摘要

针对一类装配线平衡问题(ALBP-I),建立了以工位最少为目标的最优平衡数学模型。针对这类问题的特点,采用基于加权码的改进果蝇优化算法对模型进行求解。在此基础上,对某空调装配线进行了实例分析,结果表明,该方法明显减少了工位数量,提高了生产线的平衡率。在此基础上,开发了基于果蝇算法的ALBP-I决策支持软件系统,该系统能够快速计算出最小工作站数和作业分配。该系统为装配线平衡生产提供了方便的操作工具和决策支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Decision Support System for Assembly Line Balancing Problem Based on Fruit Fly Algorithm
In order to achieve the optimal balance for the assembly line balancing problem of type I (ALBP-I), a mathematical model with the objective of minimum workstations was established. According to the characteristics of this kind of problem, the model was solved by using the improved fruit fly optimization algorithm that is based on the weighted code. Then, a practical case of air conditioner assembly line was solved, and the results revealed that the number of workstations was obviously decreased and the balancing rate of the line obviously improved. Based on these, a decision support software system for ALBP-I based on fruit fly algorithm was developed, which could quickly calculate the minimum number of workstations and the job distribution. The system provided a convenient operation tool and decision support for assembly line balancing production.
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