Title :
A fast flowtime-computing procedure and its applications to heuristics for flow shops with flowtime minimization
Author :
Li, Xiao-ping ; Liu, Lian-Chen ; Wu, Cheng
Author_Institution :
Dept. of Autom., Tsinghua Univ., Beijing, China
Abstract :
FFC (fast flowtime-computing) is presented for flowtime computing in flow shops. Generally, FFC is faster than the classical flowtime computing procedure in which all jobs should be calculated. Because computing flowtimes of schedules/partial schedules is the Main computational burden of most algorithms for flow shops, the CPU-time of an algorithm can be reduced considerably by replacing flowtime-computing with FFC. FFC is utilized to modify FL, WY and RZ, three best existing constructive heuristics for permutation flow shops with flowtime minimization. Analysis results reveal that CPU-times of the three modified heuristics can be saved by about 33.3%, 50% and 50% of those of FL, WY and RZ respectively, which is valuable for practical flow shops with large sizes.
Keywords :
flow shop scheduling; job production systems; minimisation; production engineering computing; CPU-time; fast flowtime-computing procedure; flow shops; flowtime minimization; manufacturing system; Application software; Automation; Computer science; Fluid flow measurement; Iterative algorithms; Job shop scheduling; Manufacturing systems; Polynomials; Processor scheduling; Scheduling algorithm;
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
DOI :
10.1109/ICMLC.2004.1382324