An Improved Ant Colony Algorithm Based Dynamic Scheduling Method In Job Shop With Parallel Machines

机译：具有并行机的作业商店动态调度方法的改进蚁群算法

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In this paper, the authors analysed the impact of machine breakdowns in job shop scheduling problem with parallel machines. A mathematical model with the objective of minimizing the weighted value of make-span and early due date was established. An improved ant colony dynamic scheduling algorithm combined with elite strategy and max-min ant mechanism was designed. Simulation experiments were designed and numerical results verified the superiority of the proposed approach.

机译：本文分析了机器故障在与并联机器的作业商店调度问题中的影响。具有最小化制造跨度和早期截止日期的目标的目的的数学模型。设计了一种改进的蚁群动态调度算法，结合精英策略和MAX-MIN蚂蚁机制。设计了模拟实验，数值结果验证了所提出的方法的优越性。

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《International Conference on Manufacturing Engineering and Technology for Manufacturing Growth》|2013年||共6页
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作者
J. Zhang; J. G. Yang; W. Qin; H. Li; Z. G. Xu;
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中图分类 TH16-53;
关键词
Dynamic scheduling; Parallel machines; Ant colony algorithm;

机译：动态调度;平行机;蚁群算法;

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专利

1. Two-generation Pareto ant colony algorithm for multi-objective job shop scheduling problem with alternative process plans and unrelated parallel machines [J] . Zhao Boxuan, Gao Jianmin, Chen Kun, Journal of Intelligent Manufacturing . 2018,第1期

机译：多目标作业商店调度问题的二代帕累托蚁群算法，替代过程计划和无关的并联机器
2. Solving Job-shop Scheduling Problem with an Ant Colony Optimization Algorithm Based on Mutation and Dynamic Pheromone Updating [J] . Jia Na Journal of Systems Science and Information . 2006,第3期

机译：基于突变和动态信息素更新的蚁群优化算法求解作业车间调度问题
3. Solving Job-shop Scheduling Problem with an Ant Colony Optimization Algorithm Based on Mutation and Dynamic Pheromone Updating [J] . Jia, Na 系统科学与信息学报：英文版 . 2006,第003期

机译：基于突变和动态信息素更新的蚁群优化算法求解作业车间调度问题
4. An Improved Ant Colony Algorithm Based Dynamic Scheduling Method In Job Shop With Parallel Machines [C] . J. Zhang, J. G. Yang, W. Qin, International Conference on Manufacturing Engineering and Technology for Manufacturing Growth . 2013

机译：具有并行机的作业商店动态调度方法的改进蚁群算法
5. A genetic algorithm-based scheduling system for dynamic job shop scheduling problems. [D] . Lin, Shyh-Chang. 1997

机译：基于遗传算法的动态作业车间调度问题调度系统。
6. An improved ant colony optimization algorithm with fault tolerance for job scheduling in grid computing systems [O] . Hajara Idris, Absalom E. Ezugwu, Sahalu B. Junaidu, -1

机译：网格计算系统中一种具有容错能力的蚁群优化算法
7. Dynamic Job Shop Scheduling Using Ant Colony Optimization Algorithm Based On A Multi-Agent System [O] . ZHOU RONG 2008

机译：基于多Agent系统的蚁群算法动态作业车间调度

An Improved Ant Colony Algorithm Based Dynamic Scheduling Method In Job Shop With Parallel Machines

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