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Multi-Phase Meta-Heuristic for Multi-Depots Vehicle Routing Problem

Abstract PP. 82-86
DOI: 10.4236/jsea.2013.63B018    3,478 Downloads   4,889 Views   Citations

ABSTRACT

In this work, we present a multi-phase hybrid algorithm based on clustering to solve the multi-depots vehicle routing problem (MDVRP). The proposed algorithm initially adopts K-means algorithm to execute the clustering analyses, which take the depots as the centroids of the clusters, for the all customers of MDVRP, then implements the local depth search using the Shuffled Frog Leaping Algorithm (SFLA) for every cluster, and then globally re-adjusts the solutions, i.e., rectifies positions of all frogs by the extremal optimization (EO). The processes will continue until the convergence criterions are satisfied. The results of experiments have shown that the proposed algorithm possesses outstanding performance to solve the MDVRP.

Conflicts of Interest

The authors declare no conflicts of interest.

Cite this paper

J. Luo, X. Li and M. Chen, "Multi-Phase Meta-Heuristic for Multi-Depots Vehicle Routing Problem," Journal of Software Engineering and Applications, Vol. 6 No. 3B, 2013, pp. 82-86. doi: 10.4236/jsea.2013.63B018.

References

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