Optimization for Manufacturing Process Based on Timed Petri Net and Genetic Algorithm
Tingpeng Li, Yue Li, Yanling Qian, Shuanggui Zeng
Available Online March 2016.
- https://doi.org/10.2991/icmmct-16.2016.126How to use a DOI?
- Petri Net; Optimization; Genetic Algorithm; Production Scheduling
- In order to improve the optimization efficiency, an optimization approach for Manufacturing Process based the Timed Petri Net (TPN) model and Genetic Algorithm is proposed in this paper. Firstly, the Manufacturing Process is modeled with Timed Petri Net (TPN). Then, an improved Genetic Algorithm (GA) is proposed to get the optimal process. In order to introduce the method in detail, a FMS scheduling problem is shown in this paper.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Tingpeng Li AU - Yue Li AU - Yanling Qian AU - Shuanggui Zeng PY - 2016/03 DA - 2016/03 TI - Optimization for Manufacturing Process Based on Timed Petri Net and Genetic Algorithm BT - Proceedings of the 2016 4th International Conference on Machinery, Materials and Computing Technology PB - Atlantis Press SP - 637 EP - 644 SN - 2352-5401 UR - https://doi.org/10.2991/icmmct-16.2016.126 DO - https://doi.org/10.2991/icmmct-16.2016.126 ID - Li2016/03 ER -