Classified cluster network is the most common self-organized network architecture, and cluster head election is the key technology of network management. In this paper, we compare the popular election algorithm and propose a composite weighted election algorithm based on fuzzy decision. Based on the analysis of many evaluation factors of nodes, a fuzzy evaluation model is established, and the implementation process of the algorithm is described in detail, and then the applicability of the algorithm is verified through simulation.