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Research Article
 

Study of Dairy Logistics Distribution System Based on Hybrid Genetic Algorithm



Min Zhang, Songtao Zhang and Ruizhen Meng
 
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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.

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  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.

DOI: 10.3923/jas.2013.3533.3537

URL: https://scialert.net/abstract/?doi=jas.2013.3533.3537
 

REFERENCES
1:  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  |  

2:  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.

3:  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.

4:  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  |  

5:  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.

6:  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  |  

7:  Yang, Y.S., 2010. Study of logistics distribution network optimization based on branch and bound algorithm. Math. Theory Appl., 30: 57-61.
Direct Link  |  

8:  Yu, Z., 2011. Salt industry logistics distribution network optimization based on service radius. Comput. Simul., 28: 215-218.

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