Multi-resolution Wavelet Neural Network Learning Algorithm Based on Artificial Fish Swarm Algorithm
Yuan He, Xiaowei Zhao, Runze Guo, Xusheng Gan · The 2nd International Conference on Computing and Data Science · 2021
For the shortcoming on the algorithm of Wavelet Neural Network (WNN), a WNN learning algorithm based on Artificial Fish Swarm Algorithm (AFSA) is proposed. In the method, AFSA is used to train the WNN model. The simulation result show that, the proposed method has a good ability with features of modeling accuracy, training time, controlling precocity and local convergence, and it is also effective and feasible for the modeling of nonlinear complex system.