Classified cluster network is the most common self-organized network architecture, and cluster head election is thekey technology of network management. The popular election algorithm is compared and a composite weighted election algorithmbased on fuzzy decision is proposed. Based on the analysis of many evaluation factors of nodes, a fuzzy evaluation model isestablished, and the implementation process of the algorithm is described in detail, and then the applicability of the algorithm isverified through simulation.