The Research of the Logistics Distribution Routing Optimization Based on Immune Genetic Algorithm

Author

Zhaoqiang, Chen ; Minde, Shen

Author_Institution

Shandong Inst. of Light Ind., Jinan, China

Volume

1

fYear

2009

fDate

7-8 Nov. 2009

Firstpage

449

Lastpage

452

Abstract

The logistics distribution routing optimization is a very active domain. In view of the characteristics of the logistics distribution routing, it was discussed the routing optimization by the immune genetic algorithm. In this paper, the mathematical model was established, and the immune genetic algorithm was constructed for solving the optimization of the logistics distribution routing problem. Then the general steps of optimizing the vehicle routing based on immune genetic algorithm were designed. Finally, the algorithm was validated by experiment. By the experimental results, it was shown that the immune genetic algorithm was a feasible method for the optimization of the logistics distribution routing problem.

Keywords

genetic algorithms; logistics; immune genetic algorithm; logistics distribution routing optimization; mathematical model; vehicle routing; Artificial intelligence; Computational intelligence; Computer industry; Evolution (biology); Genetic algorithms; Immune system; Logistics; Mathematical model; Routing; Vehicles; Antibody; Immune Genetic Algorithm; Mathematical Model; Routing Optimization;

fLanguage

English

Publisher

ieee

Conference_Titel

Artificial Intelligence and Computational Intelligence, 2009. AICI '09. International Conference on

Conference_Location

Shanghai

Print_ISBN

978-1-4244-3835-8

Electronic_ISBN

978-0-7695-3816-7

Type

conf

DOI

10.1109/AICI.2009.423

Filename

5376263