Support Vector Machine Nonlinear Regression General Implementation
General MATLAB Program for Support Vector Machine Nonlinear Regression and Comparative Study with BP Neural Network Approaches
General MATLAB Implementation of Ant Colony Optimization Algorithm
Universal ant colony optimization (ACO) program implementation with modular code structure for solving various combinatorial optimization problems
Ant Colony Optimization for Shortest Path Problems
A Universal MATLAB Implementation of Ant Colony Algorithm for Dynamic Pathfinding with Code-Level Explanations
Fast Fourier Transform FFT Universal Implementation
This universal MATLAB source program demonstrates Fast Fourier Transform (FFT) algorithm implementation. Since MATLAB's built-in fft function doesn't reveal source code, this custom implementation provides educational value for beginners learning signal processing algorithms and MATLAB programming techniques.
Universal Parallel Concatenated Turbo Codes with Customizable Component Code Polynomials
This source code package is based on Professor Robert G. Maunder's 2008 EXIT charts open-source demo from the University of Southampton. It provides plotting source code for generating EXIT charts of universal parallel concatenated Turbo codes with customizable component code polynomials. The implementation supports iterative trajectory plotting, BER contour mapping, and additional visualization tasks. For simulations involving large block lengths requiring extended processing time, the package includes pre-computed simulation results for selected component code polynomials that can be directly used for plotting. The package also contains S.Ten Brink's foundational reference on EXIT chart principles and the author's review paper analyzing iterative decoding processes in communication systems.
Particle Swarm Optimization - Foundational Algorithm and Implementation
Fundamental Particle Swarm Optimization Algorithm with Code-Level Explanations - Universal Application Framework
MATLAB Code Implementation for Edge Detection Algorithms
Experiment Content: Developing a universal edge extraction function that implements Sobel operator, Prewitt operator, Roberts operator, Marr operator, and Canny edge detection through different input parameters, with detailed algorithm explanations and code implementation approaches.
A General 3D Finite-Difference Time-Domain Electromagnetic Simulation Platform
QFDTD90: A Comprehensive 3D-FDTD Electromagnetic Simulation Framework with Advanced Computational Capabilities