Explore MATLAB source code curated for "程序" with clean implementations, documentation, and examples.
This implementation demonstrates Particle Swarm Optimization (PSO) for enhancing BP neural network training, originally developed for academic research. The program addresses local optima convergence issues through intelligent swarm-based optimization techniques.
Extended Kalman Filter algorithm program written in MATLAB - highly efficient and practical implementation
A MATLAB implementation for blind source separation leveraging spatial time-frequency distributions, capable of separating random signals under high signal-to-noise ratio conditions with configurable parameters for performance optimization
KNN classification program developed using MATLAB with detailed code implementation insights
This program implements advanced image segmentation techniques to extract objects from target images using pixel classification and boundary detection algorithms.
Comprehensive overview of compressive sensing literature with practical code implementations and algorithmic analysis
A comprehensive MATLAB-based face recognition program featuring robust algorithm implementation, available for download and technical research
MATLAB-implemented genetic algorithm program using real-valued encoding for decimal optimization problems
Implementation of Kalman Filter for INS/GPS Loose Integration in Navigation Systems
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 downloaded separately.