Proceedings of the 2016 4th International Conference on Machinery, Materials and Computing Technology

Optimization for Manufacturing Process Based on Timed Petri Net and Genetic Algorithm

Authors
Tingpeng Li, Yue Li, Yanling Qian, Shuanggui Zeng
Corresponding Author
Tingpeng Li
Available Online March 2016.
DOI
https://doi.org/10.2991/icmmct-16.2016.126How to use a DOI?
Keywords
Petri Net; Optimization; Genetic Algorithm; Production Scheduling
Abstract
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.

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Volume Title
Proceedings of the 2016 4th International Conference on Machinery, Materials and Computing Technology
Series
Advances in Engineering Research
Publication Date
March 2016
ISBN
978-94-6252-165-0
ISSN
2352-5401
DOI
https://doi.org/10.2991/icmmct-16.2016.126How to use a DOI?
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  -