Title :
Non-linear optimal control of manufacturing system based on modified differential evolution
Author :
Renqian Zhang ; Jianxun Ding
Author_Institution :
assistant professor, school of economics and management, Beihang University, China. PhD in Management science and engineering from Beihang University in Beijing. zhangrenqian@buaa.edu.cn
Abstract :
This study considers the non-linear optimal control of the complex manufacturing system. We construct a mathematical model, which decomposes the complex manufacturing system into many correlated working centers, where the number of inventory and production evolves dynamically. It aims to minimize the cost of production control. We can utilize MDE algorithm to solve this model. The model can be easily used in multi-product, multi-center, multi-period manufacturing system.
Keywords :
Algorithm design and analysis; Manufacturing systems; Mathematical model; Model driven engineering; Optimal control; Production control; Production planning; Production systems; Stochastic systems; Uncertainty;
Conference_Titel :
Computational Engineering in Systems Applications, IMACS Multiconference on
Print_ISBN :
7-302-13922-9
Electronic_ISBN :
7-900718-14-1
DOI :
10.1109/CESA.2006.313605
