DocumentCode
1597598
Title
Application of Cultural Algorithms to Earliness/Tardiness Flow Shop With Uncertain Processing Time
Author
Yu, Aiqing ; Gu, Xingsheng
Author_Institution
East China Univ. of Sci. & Technol., Shanghai
Volume
4
fYear
2007
Firstpage
637
Lastpage
641
Abstract
Earliness/Tardiness flow shop with determinate processing time has been tackled by a variety of traditional optimization techniques over the years. In reality, however, processing time is often imprecise while it is critical for the scheduling problem. In this paper, an optimization model with uncertain parameters has been established by employing interval numbers based on possibility degree method to represent uncertain processing time. Then an effective cultural algorithm is proposed to solve the optimal problem. The belief space is specified in terms of traits of scheduling problem. The simulation results suggest the rapid convergence speed.
Keywords
flow shop scheduling; optimisation; cultural algorithms; earliness flow shop; possibility degree method; scheduling problem; tardiness flow shop; uncertain processing time; Automation; Cultural differences; Fuzzy set theory; Job shop scheduling; Mathematical model; Optimization methods; Processor scheduling; Scheduling algorithm; Space technology; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Computation, 2007. ICNC 2007. Third International Conference on
Conference_Location
Haikou
Print_ISBN
978-0-7695-2875-5
Type
conf
DOI
10.1109/ICNC.2007.249
Filename
4344751
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