An Intelligent Method for Evaluation of Production Scheduling Performance

DOI

10.2991/isrme-15.2015.232How to use a DOI?

Keywords

league championship algorithm; match schedule; production scheduling

Abstract

To predict the production scheduling performance in a shop floor, an intelligent method based on a modified league championship algorithm is proposed. The method overcomes the problems like premature, being stuck to local minima, etc. A new match schedule is introduced to enhance the competition capability for every single team. One scheme for updating the team member is presented to diversify the population. The application of the proposed method on the production scheduling showed that the novel approach could provide accurate prediction of scheduling performance indexes and is capable of being used in the real world shop floor.

Copyright

© 2015, 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  - Wei Xu
AU  - Jiarong Yang
AU  - Raofen Wang
PY  - 2015/04
DA  - 2015/04
TI  - An Intelligent Method for Evaluation of Production Scheduling Performance
BT  - Proceedings of the 2015 International Conference on Intelligent Systems Research and Mechatronics Engineering
PB  - Atlantis Press
SP  - 1121
EP  - 1126
SN  - 1951-6851
UR  - https://doi.org/10.2991/isrme-15.2015.232
DO  - 10.2991/isrme-15.2015.232
ID  - Xu2015/04
ER  -