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
Link To Document :
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