Study of Dairy Logistics Distribution System Based on Hybrid Genetic Algorithm
Abstract:
This study designs and optimizes a multi-level dairy logistics
distribution system based on hybrid genetic algorithm to satisfy the distribution
in large area. Firstly a Logistics center is built near the factory and a distribution
center is built near the customer. And an optimization model of tshe dairy logistics
distribution system is established by considering the reliability and the cost
of the distribution service level. Then the hybrid genetic algorithm is proposed
according to the specialty of the optimization model. Finally, a numerical example
is given, the results of a numerical example show that the given algorithm is
valid for the large-scale logistics network optimization model.
How to cite this article
Min Zhang, Songtao Zhang and Ruizhen Meng, 2013. Study of Dairy Logistics Distribution System Based on Hybrid Genetic Algorithm. Journal of Applied Sciences, 13: 3533-3537.
REFERENCES
Chen, T.G. and C.H. Ju, 2011. A novel genetic algorithm for solving logistics distribution problem with customer time window changes based on disruption management. Int. J. Adv. Comput. Technol., 3: 331-339.
Direct Link
Li, H.Q., Y.H. Ru and J.H. Han, 2012. Distribution network optimization and risk analysis of Chinese ecommerce enterprise. Adv. Inform. Sci. Service Sci., 4: 41-47.
Li, J., Z.W. Hu, D. Wang, X.M. Sun and L.F. Xi, 2002. Design and optimization of logistics distribution network system. Indus. Eng. Manage., 3: 23-26, 30.
Li, Z.W. and X.M. Zhang, 2006. Study on the optimization of logistics distribution network based on dynamic sweep and ant algorithm. J. Indus. Eng. Eng. Manage., 20: 9-12.
Direct Link
Liu, S.J., J. Zhang and G.Q. Li, 2012. Design of logistics distribution network for fast fashion product. Comput. Eng., 38: 269-272, 275.
Yang, J.H., J.D. Guo and S.G. Ma, 2012. Distribution network design for carbon tax-constrained urban cold chain logistics. Indus. Eng. J., 15: 86-91.
Direct Link
Yang, Y.S., 2010. Study of logistics distribution network optimization based on branch and bound algorithm. Math. Theory Appl., 30: 57-61.
Direct Link
Yu, Z., 2011. Salt industry logistics distribution network optimization based on service radius. Comput. Simul., 28: 215-218.
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