A novel algorithm based on chaotic genetic operation is presented in this article to improve computation precision and convergence rate of original artificial fish swarm algorithm. With the chaotic disturbance increasing in fish swarm genetic iteration, the trap of local extremum is avoided, while the optimization effect, computation precision and convergence rate are also improved. Simulation result shows it works well and plays the specialties of genetic algorithm and fish swam algorithm.