At present, modern logistics industry is already the comprehensive and three- dimensional service providers covering the entire industrial chain. Now, logistics play an important role in the national economy. It is regarded as the third profit source behind reducing resource consumption and improving the quality of the manpower. Especially in recent decades vehicle routing problem is a main part of the logistics. A lot of work has been done by the researchers.This paper shows a lot of research in the VRP, introduces the key technologies and the main focus of VRP and studies the classical algorithm of VRP. In this paper two new evolutionary are presented based on cluster and regional optimization. In addition, Compared to traditional methods, such as PSO, GA, the results obtained by our algorithms are superior.
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