Manufacturing resource allocation method based on bi-level programming in cloud manufacturing

被引：0
|
作者：
Su, Kaikai [1 ]
Xu, Wensheng [1 ]
Li, Jianyong [1 ]
机构：
[1] School of Mechanical, Electronic and Control Engineering, Beijing Jiaotong University, Beijing,100044, China
来源：
Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS | 2015年 / 21卷 / 07期
关键词：
Bi-level programming - Bilevel programming models - Cloud Manufacturing - Cloud manufacturing resources - Index systems - Manufacturing resource allocation - Non dominated sorting genetic algorithm (NSGA II) - Non- dominated sorting genetic algorithms;
D O I：
10.13196/j.cims.2015.07.029
中图分类号：
学科分类号：
摘要：
Aiming at the problem of manufacturing resource allocation in cloud manufacturing, based on the analysis of cloud manufacturing's operation mode and the process of manufacturing resource allocation, a cloud manufacturing resource service combination assessment index system which included QoS and flexibility factors was proposed by considering the uncertainty factors of manufacturing services process and the interests of each participant, and a bi-level programming model of manufacturing resource allocation was established on top of the assessment index system. Fast Non-dominated Sorting Genetic Algorithm (NSGA-II) was used to solve the model, and the experimental results demonstrated the feasibility and effectiveness of the proposed model and the algorithm. ©, 2015, CIMS. All right reserved.
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页码：1941 / 1952
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