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Study on disruption management strategy of job-shop scheduling problem based on prospect theory
Journal of Cleaner Production ( IF 9.7 ) Pub Date : 2018-05-17 , DOI: 10.1016/j.jclepro.2018.05.139
Ning Tao , Wang Xu-ping

In view of the disturbance in the process of uncertain job-shop scheduling problem, the measurement method of value function based on prospect theory and the disruption management strategy of user's psychological perception are proposed in this paper. A multi-objective optimization model for job-shop scheduling management is established through multi-objective programming. At the same time, the idea of gradual optimization for the target to obtain the job-shop scheduling adjustment scheme with minimum disturbance is introduced. Acting the user's psychological perception time as the reference point, the degree of the user's psychological perception of the expected time of goods is measured. In order to optimize the scheduling model and search the optimum solution of multi-objective optimization problem, an improved quantum bacterial foraging algorithm is proposed, and it is compared with the existing classical algorithms to verify its effectiveness.



中文翻译:

基于前景理论的作业车间调度问题中断管理策略研究

针对不确定的车间作业调度过程中的扰动,提出了基于前景理论的价值函数度量方法和用户心理感知的扰动管理策略。通过多目标规划建立了作业车间调度管理的多目标优化模型。同时,提出了针对目标进行逐步优化以获得干扰最小的车间调度调整方案的思想。以用户的心理感知时间为参考点,测量用户对商品预期时间的心理感知程度。为了优化调度模型并寻找多目标优化问题的最优解,

更新日期:2018-05-17
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