Traffic Flow Prediction Using Wavelet Neural Network in MATLAB
The Wavelet Neural Network (WNN) combines wavelet analysis with neural networks, utilizing wavelet basis functions to replace the activation functions in traditional neural networks, thereby enhancing the model’s ability to handle nonlinear and non-stationary data. Network Structure Assuming the input vector is and the output vector is . In the wavelet neural network, each node … Read more