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基于遗传算法的某航空发动机装配车间优化调度
引用本文:范金松,严洪森,周久海,蒋南云.基于遗传算法的某航空发动机装配车间优化调度[J].计算机技术与发展,2012(9):205-209.
作者姓名:范金松  严洪森  周久海  蒋南云
作者单位:1. 东南大学 复杂工程系统测量与控制教育部重点实验室,江苏 南京 210096
2. 东南大学 自动化学院,江苏 南京 210096
基金项目:国家自然科学基金资助项目(60934008)
摘    要:航空发动机装配车间装配生产线的调度问题,是一类比较典型的混合Flowshop问题,同时还带有工件可重人等特点,这就区别于一般的Flowshop和Jobshop调度问题,因此,将可重入混合车间调度问题划为第三类调度问题。关于重入式混合车间生产调度的优化问题通常来说都是属于NP难问题。文中通过某航空发动机装配车间生产线的研究,以最小化最大完工时间为目标函数,借助随机矩阵的编码方式和改进的交叉方法与变异方法,提出了基于遗传算法的调度优化方法。最后实验结果表明,文中提出的改进算法能够有效地实现装配车间调度的优化。

关 键 词:遗传算法  可重入混合车间  生产调度

Optimizing Aeroengiae Assembly Shop Schedule Based on Genetic Algorithm
FAN Jin-song,YAN Hong-sen,ZHOU Jiu-hai,JIANG Nan-yun.Optimizing Aeroengiae Assembly Shop Schedule Based on Genetic Algorithm[J].Computer Technology and Development,2012(9):205-209.
Authors:FAN Jin-song  YAN Hong-sen  ZHOU Jiu-hai  JIANG Nan-yun
Affiliation:( Ministry of Education Key Laboratory of Measurement and Control of CSE, Southeast University, Nanjing 210096 ,China; School of Automation, Southeast University, Nanjing 210096, China)
Abstract:Assembly line scheduling problem of aeroengine assembly plant is a typical class of hybrid flowshop problem, and also features a piece re-entrant, which is different from the general flowshop and jobshop scheduling. Therefore, designate re-entrant hybrid flowshop as a third of scheduling problems. Re-entry hybrid plant production scheduling optimization problems are usually NP-hard ones. In this paper,through a study on an aero engine assembly plant production line,minimizing the makespan as the objective function and by means of random matrix encoding and improved crossover and mutation methods,an approach to optimize schedules is proposed based on genet- ic algorithm. Finally, simulation experiments show that the proposed improved algorithm can effectively achieve the assembly shop scheduling optimization.
Keywords:genetic algorithm  re-entrant hybrid flowshop  production scheduling
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