In order to improve the efficiency of automated logistics control system, a hybrid algorithm was used to realize path planning based on path optimization. In the model design, the warehouse container had been designed to the matrix arrangement for the obstaclefree driving of the automatic guided vehicle. The model was built according to the number of the container and the physical location of the container. In the path planning design of the automatic guided vehicle, the objective function was solved by combining the fuzzy algorithm with the heuristic algorithm. Experiments showed that, compared with ant colony algorithm and simulated annealing algorithm, this algorithm had obvious advantages in solving the optimal solution and convergence, and had strong applicability in path optimization.