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论文类型：期刊论文

发表时间：2018-09-01

发表刊物：JOURNAL OF CLEANER PRODUCTION

收录刊物：SCIE

卷号：194

页面范围：174-178

ISSN号：0959-6526

关键字：Disruption management; Uncertain job-shop scheduling; Psychological perception; Prospect theory

摘要：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. (C) 2018 Elsevier Ltd. All rights reserved.