DocumentCode
3257471
Title
A logistics distribution center location method based on improved genetic algorithm
Author
Zheng, Zhihong ; Zheng, Zhigao
Author_Institution
Fac. of Sci., Jilin Inst. of Chem. Technol., Jilin, China
Volume
1
fYear
2010
fDate
22-24 June 2010
Abstract
Rational location of logistics distribution center can reduce costs of transportation, operation and construction. In the research on location of practical logistics distribution centers, the accurate algorithms can not used for solution in general, so the heuristic methods such as genetic algorithm should be adapted. Based on construction of logistics distribution center location model, the paper improved on simple genetic algorithm with best conserving and no-replacing residue stochastic choose strategies. The solution to material location example of logistics distribution center was also provided. The example analysis indicates that it is more effective to improve the selection operator with the combination of best conserving and no-replacing residue stochastic choose strategies.
Keywords
costing; distribution strategy; genetic algorithms; logistics; stochastic processes; construction costs; genetic algorithm; heuristic methods; logistics distribution center location method; operation costs; residue stochastic choose strategies; transportation costs; Chemical technology; Computer science education; Cost function; Distributed computing; Educational technology; Genetic algorithms; Logistics; Mathematical model; Stochastic processes; Transportation; distribution center; improved genetic algorithm; location; logistics;
fLanguage
English
Publisher
ieee
Conference_Titel
Education Technology and Computer (ICETC), 2010 2nd International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-4244-6367-1
Type
conf
DOI
10.1109/ICETC.2010.5529285
Filename
5529285
Link To Document