Professional MATLAB source code with comprehensive documentation and examples
A compact 50-line MATLAB finite element program (2D nonlinear problem) - simply execute fem2d_nonlinear.m to run the simulation with complete preprocessing, analysis, and postprocessing capabilities.
A robust and high-performance MATLAB implementation of Dijkstra's algorithm for shortest path computation, featuring efficient graph processing and distance calculation.
Implementation of canonical correlation analysis to compute maximum projection vectors and their corresponding correlation coefficients
Essential numerical optimization algorithms applicable for general mathematical modeling scenarios with code implementation details
MATLAB implementation of the Orthogonal Matching Pursuit algorithm for sparse signal representation with detailed code documentation and practical applications
Human motion object tracking implementation using MATLAB with Kalman Filter algorithm
Implementation of moving target detection based on DPCA (Dual-Perspective Correspondence Analysis) algorithm with practical applications in surveillance and robotics.
I personally find the Least Squares Support Vector Machine Toolbox exceptionally user-friendly and would like to share it with everyone!
Implementation of Probability Hypothesis Density Particle Filter algorithm for target tracking applications
Bayesian-based matting algorithm estimating alpha mattes through maximum likelihood criterion with probabilistic modeling implementation
Implementation and simulation analysis of multiple spectrum detection algorithms based on parametric and non-parametric approaches, including performance evaluation and practical applications.
A MATLAB-based feature variable extraction method for pattern recognition (classification and regression), Competitive Adaptive Reweighting Sampling (CARS) employs Adaptive Reweighted Sampling (ARS) technology to select wavelength points with large a
Complete implementations including basic PSO algorithm and three enhanced variants (GPSO, ARPSO, HPSO) with detailed code structure explanations. Note: Original research papers for these improved algorithms are not included in the package but can be
A comprehensive simulation program for strapdown inertial navigation systems, featuring position, velocity, and acceleration simulation with modular code implementation.
Beginner-friendly Kalman filter routines with detailed implementation examples, algorithm walkthroughs, and performance optimization suggestions for practical applications
MATLAB implementation of Gaussian Mixture EM algorithm capable of estimating three key parameters: mixture coefficients, means, and covariance matrices
GS Algorithm Implementation: Transforming Gaussian Beam Pulses into Annular Beams with Uniform Intensity Distribution
Two-dimensional Gaussian surface fitting algorithm implemented using two distinct computational approaches with detailed code descriptions
MATLAB LS-SVMlab toolbox overview covering support vector machines, least squares SVM variants, classification/regression examples, parameter tuning, and model selection techniques with practical code implementations
The Invasive Weed Optimization Algorithm (IWO) is used for optimization computations, delivering excellent performance and serving as valuable learning material for optimization algorithms, featuring population-based evolutionary mechanisms and proba