DocumentCode
1570813
Title
Fuzzy FIS flow shop production scheduling with no-wait restrictions
Author
Zheng, Lu ; Gu, Xingsheng
Author_Institution
Res. Inst. of Autom., East China Univ. of Sci. & Technol., Shanghai, China
Volume
4
fYear
2004
Firstpage
2904
Abstract
In this paper, no-wait flow shop production scheduling within finite intermediate storage (FIS) under uncertainty was considered. Finite intermediate storage module and no-wait policy were analyzed respectively and a mixture flow shop production scheduling model with both no-wait constraints and finite intermediate storage was set up based on the theory of fuzzy programming, in which fuzzy processing time was conducted. The maximum membership functions of mean value (MMFMV) were applied to convert the fuzzy scheduling model to an accurate optimization problem. An improved simulated annealing algorithm (SA) was proposed to verify and optimize the scheduling model. The results demonstrate the efficiency and effectiveness of the improved simulated annealing algorithm.
Keywords
flow shop scheduling; fuzzy set theory; simulated annealing; finite intermediate storage; flow shop production scheduling; fuzzy programming; maximum membership functions of mean value; no-wait constraints; simulated annealing algorithm; Constraint theory; Fuzzy set theory; Job shop scheduling; Production; Scheduling algorithm; Simulated annealing; Storage automation; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN
0-7803-8273-0
Type
conf
DOI
10.1109/WCICA.2004.1343047
Filename
1343047
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