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

DOI

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.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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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  - 10.2991/icmmct-16.2016.126
ID  - Li2016/03
ER  -