MATLAB Program for Nonlinear Least Squares Optimization Problems
MATLAB implementation for solving nonlinear least squares optimization problems with practical code examples and algorithm explanations
Recursive Least Squares Algorithm RLS for Volterra Kernel Estimation
The Recursive Least Squares (RLS) algorithm implements adaptive estimation of Volterra series kernels through recursive computation, suitable for dynamic system modeling and signal processing applications.
MATLAB Implementation of Genetic Algorithm and Least Squares Support Vector Machine
MATLAB programs for Genetic Algorithm optimization and Least Squares Support Vector Machine implementation with code structure explanations
A Direct Least Squares-Based Ellipse Fitting Algorithm Implementation in MATLAB
MATLAB source code implementation of a direct ellipse fitting algorithm based on least squares method with enhanced computational efficiency
LSSVM Least Squares Simulation
This is an LSSVM least squares simulation program featuring MATLAB-based implementation with kernel function selection and parameter optimization capabilities. The code demonstrates practical applications of LSSVM through regression and classification examples.
Least Squares Support Vector Machine (LSSVM) - Core Implementation
Main program implementation of Least Squares Support Vector Machines (LSSVM) featuring fundamental classification and regression capabilities with configurable kernel functions and optimization parameters
MATLAB Implementation of Least Squares for OFDM Channel Estimation
MATLAB code for OFDM channel estimation using least squares method with minimum mean square error optimization
Least Squares Matching Pursuit Algorithm Based on Morlet Wavelet
Implementation of the Least Squares Matching Pursuit Algorithm Using Morlet Wavelet for Signal Processing
Direct Least Squares-Based Ellipse Fitting Algorithm Source Code
MATLAB implementation source code for a direct ellipse fitting algorithm based on least squares method with comprehensive parameter optimization
MATLAB Prony Algorithm Based on SVD-TLS Total Least Squares Method
MATLAB implementation of the Prony algorithm utilizing SVD-TLS total least squares approach for signal processing and prediction analysis