Title :
FMS scheduling by hybrid approaches using genetic algorithm and simulation
Author :
Fujimoto, H. ; Lian-Yi, C. ; Tanigawa, Y. ; Iwahashi, K.
Author_Institution :
Nagoya Inst. of Technol., Japan
Abstract :
This paper presents two intelligent approaches to a production scheduling problem in Flexible Manufacturing Systems (FMSs). These are hybrid approaches using a simulator and a genetic algorithm. These approaches are integrated to seek efficiently the best combination of dispatching rules in order to obtain an appropriate production schedule under specific performance measures
Keywords :
digital simulation; flexible manufacturing systems; genetic algorithms; production control; scheduling; FMS scheduling; dispatching rules; genetic algorithm; intelligent approaches; performance measures; production scheduling;
Conference_Titel :
Genetic Algorithms in Engineering Systems: Innovations and Applications, 1995. GALESIA. First International Conference on (Conf. Publ. No. 414)
Conference_Location :
Sheffield
Print_ISBN :
0-85296-650-4
DOI :
10.1049/cp:19951089
