Explore MATLAB source code curated for "粒子群优化算法" with clean implementations, documentation, and examples.
Combining the advantages of Particle Swarm Optimization and Harmony Search algorithms, this approach effectively merges swarm intelligence principles with stochastic global search techniques, validated through multiple function optimization problems with improved convergence speed and solution quality.
This MATLAB implementation provides source code for logistics facility location problems solved via Particle Swarm Optimization (PSO), featuring concise and practical programming with swarm intelligence optimization techniques
Implementation of Particle Swarm Optimization (PSO) for power system optimal power flow optimization - a robust program featuring efficient convergence and practical application capabilities
Implementation of the Particle Swarm Optimization (PSO) algorithm featuring customized coding approaches for various benchmark test functions
Introduction to Particle Swarm Optimization Algorithm - a simple yet efficient optimization method with fast convergence. This MATLAB implementation provides a 2D visualization to demonstrate PSO's search mechanism and core parameters including velocity updates and position tracking.
Denoised images with varying noise intensities, using Particle Swarm Optimization (PSO) to optimize structural elements, finding optimal structuring elements for image denoising operations to achieve maximum Peak Signal-to-Noise Ratio (PSNR)
Source code for image registration based on mutual information, implementing particle swarm optimization algorithm with detailed similarity evaluation methods
This simulation program implements radiation pattern analysis for circular array antennas using Particle Swarm Optimization (PSO) algorithm
Custom implementation combining particle swarm optimization and grey model for power market forecasting, featuring standard PSO algorithm with parameter optimization capabilities for grey model coefficients.
Particle Swarm Optimization Algorithm with MATLAB Source Code for PID Controller Tuning