模拟退火
数学优化
装配线
平滑度
算法
计算机科学
自适应模拟退火
混合模型
直线(几何图形)
集合(抽象数据类型)
数学
工程类
机械工程
机器学习
数学分析
程序设计语言
几何学
作者
Uğur Özcan,Bilal Toklu
标识
DOI:10.1016/j.cie.2008.11.012
摘要
This paper presents a new mathematical model and a simulated annealing algorithm for the mixed-model two-sided assembly line balancing problem. The proposed mathematical model minimizes the number of mated-stations (i.e., the line length) as the primary objective and minimizes the number of stations (i.e., the number of operators) as a secondary objective for a given cycle time. In the proposed simulated annealing algorithm, two performance criteria are considered simultaneously: maximizing the weighted line efficiency and minimizing the weighted smoothness index. The proposed approach is illustrated with an example problem, and its performance is tested on a set of test problems. The experimental results show that the proposed approach performs well.
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