Simple MATLAB Nonlinear Fitting Example Using nlinfit Function
A practical MATLAB nonlinear fitting demonstration using the built-in nlinfit function to model exponential decay with synthetic data and evaluate fitting performance.
Least Squares Support Vector Machine (LS-SVM)
Least Squares Support Vector Machine for multivariate nonlinear regression analysis, nonlinear fitting and prediction with enhanced computational efficiency and simplified optimization.
Nonlinear Fitting Using Backpropagation Neural Networks
Backpropagation Neural Networks for nonlinear fitting and system modeling. BP neural networks function as black-box systems that establish spatial mapping relationships through data training. They can be effectively implemented for neural network prediction using gradient descent optimization and error backpropagation algorithms.
Nonlinear Curve Fitting
Nonlinear Curve Fitting Methods and Implementation Approaches
Nonlinear Fitting Using BP Neural Networks
Implementing Nonlinear Fitting with Backpropagation Neural Networks
Methods for Nonlinear Function Fitting in MATLAB
Exploring MATLAB Functions for Nonlinear Curve Fitting and Their Implementation Approaches
RBF Neural Network Function Approximation
RBF Neural Network Function Approximation with Implementation Insights