调度(生产过程)
计算机科学
数学优化
作业车间调度
灵活性(工程)
订单(交换)
生产(经济)
学习效果
运筹学
工业工程
工程类
数学
经济
微观经济学
地铁列车时刻表
统计
操作系统
财务
作者
Lili Wang,Zhe Zhang,Yong Yin
出处
期刊:International Journal of Industrial Engineering-theory Applications and Practice
[University of Texas at El Paso]
日期:2020-01-01
卷期号:27 (4)
被引量:1
摘要
As an innovative and successful manufacturing mode in Japanese production practice, seru production has attracted extensive attention due to its high efficiency, high flexibility, and quick responsiveness. This paper focuses on the order acceptance and scheduling problem in seru production system considering worker assignment simultaneously, where the worker’s learning curve effect is also concerned because it is also an important issue for the stable performance of the entire production system. A bi-level programming model is built where the worker assignment on the upper level is to maximize worker’s skill proficiency increments, while the lower level is to maximize the total net revenue by finding out the optimal order acceptance results and scheduling plan. Then, a bi-level nesting genetic algorithm (BNGA) is developed according to the natural structure of proposed mathematical model. Finally, a numerical example is applied to illustrate the feasibility and validity of the bi-level model and BNGA.
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