The mathematical model of Enterprise transfer alliance vehicle routing problem based on fuzzy demand is established, and the problem based on fuzzy demand is transformed into a clear demand through the structured element theory. In order to solve this model, the chaos particle swarm optimization algorithm is proposed, this algorithm adds two chaotic transform in classical particle swarm algorithm, it has a good performance by combining particles swarm optimization with the chaotic partial searching.