Professional MATLAB source code with comprehensive documentation and examples
Comprehensive MATLAB implementation of fundamental graph theory algorithms including Floyd's algorithm, Hamiltonian path algorithm, Kruskal's algorithm, maximum flow algorithm, Prim's algorithm, traveling salesman problem (TSP), and routing algorithm
MATLAB program implementation combining Newton's Method and Conjugate Gradient for optimization problems
The MUSIC algorithm is a subspace decomposition method that separates the observation space into signal and noise subspaces. From a geometric perspective, these two subspaces are orthogonal, where the signal subspace comprises eigenvectors correspond
This is a practical Monte Carlo particle filter implementation that provides valuable insights for studying both Kalman filters and particle filtering algorithms.
A comprehensive MATLAB implementation of Fuzzy Analytic Hierarchy Process, designed for users with intermediate programming skills and mathematical background
Object tracking based on voting mechanisms, specifically implementing a multi-object tracking algorithm through second-order nonlinear voting. This approach matches object positions across frames by comparing feature similarities between previous and
A particle swarm optimization algorithm example with comprehensive code implementation and reference materials for further study.
Multiple MATLAB implementations of forward cloud generator and k-means clustering algorithm, all thoroughly debugged and ready for use with detailed code explanations.
Sliding mode control and chaos control implementation for permanent magnet synchronous motors (PMSM) with non-uniform air gaps, including MATLAB/Simulink modeling approaches and stability analysis algorithms.
This toolbox encompasses a diverse collection of dimensionality reduction algorithms, featuring traditional methods like PCA and Local PCA alongside classical manifold learning techniques such as Isomap, LLE, HLLE, Laplacian Eigenmaps, and Local Tang
Effective resolution methods for balanced task allocation in multiple traveling salesman problems (high practical value with code implementation insights)
This program implements the Extended Kalman Particle Filter (EKPF), which utilizes the Extended Kalman Filter (EKF) to generate the proposal distribution, followed by particle filtering sampling from this distribution to perform state estimation.
Introduction to binocular vision algorithms with code implementation for measuring workpiece dimensions in 3D space, featuring stereo calibration, disparity mapping, and 3D reconstruction techniques.
The K-Nearest Neighbors (KNN) classifier is a widely used classification method in digital image processing and analysis, implemented through distance metrics and majority voting algorithms.
MATPOWER is a powerful MATLAB-based program for power system power flow calculation and optimization, offering comprehensive capabilities for electrical engineering applications.
MATLAB implementation for generating 2D and 3D visualizations of the Lorenz system, featuring chaotic behavior through numerical integration and dynamic plotting techniques.
1DHeatEquFEM is a MATLAB example program that demonstrates numerical solution of one-dimensional heat conduction equation using Finite Element Method (FEM), featuring complete code implementation showcasing matrix assembly, boundary condition handlin
Source code implementation of an RSSI-based wireless localization algorithm with detailed analysis of its implementation approach, advantages, and limitations for better understanding
Champion code shared by top programmers who achieved state-of-the-art performance on object tracking evaluation datasets
This software implements Partial Least Squares Regression functionality, designed for execution within the MATLAB environment with comprehensive code-level implementation details.