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Collaborative Production Planning with Order Splitting in Cloud Manufacturing Platform
- Source :
- 2018 17th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES).
- Publication Year :
- 2018
- Publisher :
- IEEE, 2018.
-
Abstract
- Cloud manufacturing platform collects customers' orders and manages distributed manufacturing resources to accomplish orders, then transports products to customers. This paper discusses collaborative production planning problem between multi-enterprises in the cloud-manufacturing platform. We have presented a collaborative production-planning model for integrating order splitting and production planning decisions. This model could give two decisions: (1) which orders should be split, and the fraction of each order processed at each enterprise. (2) In which periods the order processed at the enterprise. A genetic algorithm optimization-based approach is developed to address the problem. Finally, an improved genetic algorithm-based approach is developed to address the problem.
- Subjects :
- 021103 operations research
05 social sciences
0211 other engineering and technologies
02 engineering and technology
Industrial engineering
Genetic algorithm optimization
Production planning
Order (business)
0502 economics and business
Genetic algorithm
Resource management
Cloud manufacturing
050203 business & management
Distributed manufacturing
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2018 17th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES)
- Accession number :
- edsair.doi...........c04fe0f1e31385cd74264aa157ba9d26