DocumentCode :
519701
Title :
Application of adaptive hybrid sequences niche artificial fish swarm algorithm in vehicle routing problem
Author :
Ma, Xin
Author_Institution :
Sch. of Manage. & Economic, North China Univ. of Water Conservancy & Electr. Power, Zhengzhou, China
Volume :
1
fYear :
2010
fDate :
21-24 May 2010
Abstract :
Analysis the general vehicle routing problem (VRP) of distribution in logistics, and the corresponding mathematical model is established. The adaptive hybrid sequences niche artificial fish swarm algorithm (AHSN-AFSA) is introduced, and study on how to apply the algorithm to solve the vehicle routing problem. The concept of ecological niche is also being introduced in order to overcome the shortcoming of traditional artificial fish swarm algorithm to obtain optimal solution. Simulation results show that the new algorithm has solved fast, stable performance and so on.
Keywords :
logistics; mathematical analysis; particle swarm optimisation; AHSN-AFSA; adaptive hybrid sequences niche; artificial fish swarm algorithm; ecological niche; logistics; mathematical model; vehicle routing problem; Costs; Energy management; Logistics; Marine animals; Marine vehicles; Mathematical model; Mathematics; Optimal scheduling; Routing; Time factors; Vehicle Routing Problem (VRP); adaptive hybrid sequences niche artificial fish swarm algorithm; combinational optimization; logistics distribution;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Future Computer and Communication (ICFCC), 2010 2nd International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5821-9
Type :
conf
DOI :
10.1109/ICFCC.2010.5497704
Filename :
5497704
Link To Document :
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