In order to find a better way to solve the Vehicle Routing Problem,this paper puts forward a new way. In this paper combines Artificial Fish Swarm Algorithm and Tabu Search Algorithm to solve the Vehicle Routing Problem, at first use Artificial Fish Swarm Algorithm to get the phase solution as the initial solution of Tabu Search Algorithm, and then get the best solution of the problem by Tabu Search Algorithm.Experiments show this has a good search ability to Vehicle Rout...