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- Title
Optimization of manufacturers based on agent in cloud manufacturing.
- Authors
Hu, Yanjuan; Shi, Chao; Lv, Wenjun; Liu, Yongkui; Wang, Vincent Xi
- Abstract
Manufacturing enterprise management mode from the traditional manufacturing production gradually transformed into service-oriented manufacturing in cloud manufacturing. As a carrier for manufacturing resources and manufacturing capabilities, the manufacturer directly affects the advantages and disadvantages of cloud manufacturing services. Therefore, manufacturer optimization has received increasing attention. This paper studies the problem of manufacturer optimization in cloud manufacturing environment, analyzes the 11 kinds of factors which affect the service quality of the manufacturer, meanwhile, it establishes the evaluation indexes system and objective function, optimization algorithm for solving the objective function, and then, it proposes optimization algorithm for solving the objective function, realizes the optimal selection of manufacturers under different demands. The simulation results show that the established evaluation indexes system can display the manufacturing resources and capabilities more fully. Based on the evaluation indexes system model, all the factors that influence the optimization of the manufacturer can be combined together, and the complex optimization problem can be transformed into the mathematical problem. The algorithm can be used to select the best manufacturer under different requirements, and to provide the best service for users.
- Subjects
MANUFACTURING industries; OPTIMIZATION algorithms; QUALITY of service; PRODUCTION management (Manufacturing); DISPLAY systems
- Publication
International Journal of Modeling, Simulation & Scientific Computing, 2023, Vol 14, Issue 6, p1
- ISSN
1793-9623
- Publication type
Article
- DOI
10.1142/S1793962323410283