Title :
Chaotic behavior in complex shop scheduling
Author_Institution :
Production Syst. Res. Lab., Kobe Steel, Ltd., Kobe, Japan
Abstract :
In this paper, we set up a shop scheduling model with various complexity of process sequence, variations of processing time and load ratio. Then we apply damage spreading analysis, which is one of dynamic system analysis methods, to the model and we show the model reveals sensitivity to initial conditions in some parameter regions. We discuss how small damage (disturbance) to the system spreads throughout the system in the region and the behavior make it difficult to predict future schedules.
Keywords :
chaos; scheduling; chaotic behavior; complex shop scheduling; damage spreading analysis; dynamic system analysis methods; load ratio; process sequence; processing time; chaotic behavior; complex system; damage spreading; shop scheduling;
Conference_Titel :
Soft Computing and Intelligent Systems (SCIS) and 13th International Symposium on Advanced Intelligent Systems (ISIS), 2012 Joint 6th International Conference on
Conference_Location :
Kobe
Print_ISBN :
978-1-4673-2742-8
DOI :
10.1109/SCIS-ISIS.2012.6505303