Optimization and Simulation of Garment Production Line Balance Based on Improved GA
Lei Jiang, Jian J. Duan, Rongxin Zheng, H. N. Shen, H. Li, Jun Xu
Abstract
In order to solve the problem of low balance rate of garment production line and unbalanced work intensity of employees, an improved genetic algorithm was proposed to optimize the balance problem of blouse production line.The computer simulation technology was used to verify the effect of the optimization scheme.According to the optimal solution and simulation results, the balance rate of the blouse production line was increased from 70.5 % to 97.05 %, and the production cycle was shortened by 32.80 %.On the one hand, this study can provide research ideas for the balance of garment production lines and even other industry production lines.On the other hand, this research can be applied in actual production.First, the improved genetic algorithm can be used to generate the optimal layout plan.Secondly, through the simulation of the production line, the efficiency and cycle can be predicted.The production line will run stably and efficiently.This research shows the application potential of intelligent algorithm and computer simulation technology in solving the production line balance problem.