DocumentCode :
2294469
Title :
Supplier selection model and algorithm based on gray bi-level programming
Author :
Qu Bin
Author_Institution :
Sch. of Bus. Adm., North China Electr. Power Univ., Beijing, China
Volume :
5
fYear :
2010
fDate :
10-12 Aug. 2010
Firstpage :
2485
Lastpage :
2488
Abstract :
Firstly, supplier selection research is briefly described, and a supplier selection model based on gray bi-level programming is set up in the view that there are a lot of uncertainties, in which overall performance degree reflects goods and services quality of supplies, and it is helpful to reduce purchase cost and motivate supplier to improve his goods and services quality. Secondly, genetic algorithm based on numerical simulation is designed, and the numerical simulation method, chromosome encoding, fitness function, selection operator, crossover operator and mutation operator are explained in detail. Lastly, an example is provided to illustrate the effectiveness of the model and algorithm in this paper.
Keywords :
genetic algorithms; linear programming; supply chain management; chromosome encoding; crossover operator; fitness function; genetic algorithm; gray bi-level programming; mutation operator; selection operator; services quality; supplier selection model; Analytical models; Biological cells; Equations; Mathematical model; Numerical models; Planning; Programming; genetic algorithm; gray bi-level programming; numerical simulation; supplier selection model;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation (ICNC), 2010 Sixth International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5958-2
Type :
conf
DOI :
10.1109/ICNC.2010.5583574
Filename :
5583574
Link To Document :
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