TY - GEN
T1 - Application of genetic algorithms for a tyre production scheduling information system
AU - Lin, Liu
AU - Xinbao, Liu
AU - Hao, Cheng
AU - Ying, Guo
AU - Shanlin, Yang
PY - 2008
Y1 - 2008
N2 - This paper, first, discusses a optimization scheduling problem which was considered as the manufacturing execution system was designed in a enterprise of manufacturing tyres. And then this problem is reduced to a scheduling problem to minimize setup times with batchs setup time depending on sequence. A method for solving tyre production scheduling problem using an effective adaptive hybrid genetic algorithm is proposed. We advance a novel operator (looping & cutting operator) to improve the mountain climbing ability of the genetic algorithm, and put forward adaptive probabilities of crossover and mutation based on information entropy. Computational results show that the proposed adaptive hybrid genetic algorithm is effective and robust.
AB - This paper, first, discusses a optimization scheduling problem which was considered as the manufacturing execution system was designed in a enterprise of manufacturing tyres. And then this problem is reduced to a scheduling problem to minimize setup times with batchs setup time depending on sequence. A method for solving tyre production scheduling problem using an effective adaptive hybrid genetic algorithm is proposed. We advance a novel operator (looping & cutting operator) to improve the mountain climbing ability of the genetic algorithm, and put forward adaptive probabilities of crossover and mutation based on information entropy. Computational results show that the proposed adaptive hybrid genetic algorithm is effective and robust.
UR - https://www.scopus.com/pages/publications/62949102019
U2 - 10.1109/IITA.2008.14
DO - 10.1109/IITA.2008.14
M3 - 会议稿件
AN - SCOPUS:62949102019
SN - 9780769534978
T3 - Proceedings - 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008
SP - 244
EP - 248
BT - Proceedings - 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008
T2 - 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008
Y2 - 21 December 2008 through 22 December 2008
ER -