Logistics And Distribution Systems, Research And Application Of The Clustering Algorithm,

Recent years, logistics has been developing rapidly in our country. With the developing of the society, logistics, as the "third profit source" , has been more and more important for most corporations. And the delivery routing problem which is the core of logistics system has been the most important research to low the distribution cost.One of the most important problems in the logistics field is that how we could split the whole area into pieces so that we can transfer the goods better with limited locomotivity, and reduce the total miles we need to travel.We will cut into the problems from the classic solution of the split method, focus on the K-Means clustering algorithm. And we will bring forward an improved algorithm, which is called "Weighted-K-Means clustering algorithm" . And in the following chapters we will give an implementation to our new algorithm.Thereafter, we propose a new algorithm to solve the "Initial Centers Choosing Problem" in the clustering problems. And we will give out experiment data to show how our new methods work.