Analysis of the complex self-organization of an ant colony clustering algorithm

作者：Pan Yinghui; Luo Jian

来源：Conference on Systems Science, Management Science and System Dynamics, 2007-10-19 to 2007-10-21.

• cluster
• K-means algorithm
• complexity
• entropy
• self-organization

In the ant colony clustering algorithm, the behavior of a single ant is simple while the cluster of ants shows complex behavior. In this paper, one kind of these algorithms-pheromone-based K-means algorithm is proposed and proved to be in the category of complex system. The characteristics of distribution and self-organized mechanism of ant colony system is analyzed deeply based on the principle of complex system for the enlightenment in the fields of management science.

• 出版日期2007
• 单位厦门大学