Multi-Objective Particle Swarm Optimization Algorithm in MATLAB
Implementation of multi-objective particle swarm optimization algorithm using MATLAB software, including various test functions with performance analysis and code demonstrations.
Fisher Linear Discriminant Classifier Source Code
Complete source code implementation of Fisher Linear Discriminant classifier, including training function for model parameter estimation and testing function for classification performance evaluation.
Particle Swarm Optimization Algorithms and Their Enhanced Variants
Particle Swarm Optimization algorithms have been implemented and tested. Test functions should be added to fitness.m for evaluation, enabling performance analysis through customizable benchmark functions.
MATLAB Implementation of Particle Swarm Optimization Algorithm
Particle Swarm Optimization algorithm programmed in MATLAB, using the Schaffer test function for performance evaluation
Particle Swarm Optimization (PSO) Algorithm Implementation with Diverse Benchmark Functions
Implementation of the Particle Swarm Optimization (PSO) algorithm featuring customized coding approaches for various benchmark test functions
Source Code Implementation of a Chaotic Particle Swarm Optimization Algorithm
A comprehensive source code package for a chaotic particle swarm optimization algorithm, including multiple benchmark test functions for performance evaluation. This practical implementation demonstrates hybrid optimization techniques combining chaotic sequences with swarm intelligence.
MATLAB Implementation of Bat Algorithm with Performance Validation
Implementation of bat algorithm in MATLAB, utilizing several common benchmark test functions to evaluate convergence speed and solution accuracy.
Particle Swarm Optimization Algorithm Source Code with Technical Documentation
A valuable resource compiled by computational intelligence professors from Peking University's Computational Intelligence Laboratory, featuring complete PSO algorithm source code with detailed comments, supporting PPT documentation, and fifteen standard benchmark test functions for performance evaluation
Quantum Particle Swarm Optimization Algorithm Implementation in MATLAB
MATLAB implementation of Quantum Particle Swarm Optimization algorithm with comprehensive test functions for performance evaluation
Fuzzy Neural Network Algorithm Implementation in MATLAB
Comprehensive MATLAB implementation of fuzzy neural network algorithm including training and testing functions with practical application examples. Well-suited for various scenarios with detailed code explanations.