Explore MATLAB source code curated for "全局优化" with clean implementations, documentation, and examples.
"Butterfly Optimization Algorithm: A New Method for Global Optimization" DOI: https://doi.org/10.1007/s00500-018-3102-4. The resource package includes the original research paper and comprehensive MATLAB code demonstrating the algorithm's implementation with detailed function descriptions and parameter configurations.
Differential Evolution Algorithm in MATLAB for unconstrained continuous variable global optimization, applicable to linear programming, nonlinear programming, and non-smooth optimization problems with efficient population-based search implementation.
This MATLAB-implemented genetic algorithm addresses multi-objective constrained optimization problems, featuring techniques like fitness scaling, constraint handling, and Pareto front evaluation. Based on a tutorial video found by searching "MATLAB Global Optimization Methods and Applications" on Tudou, this implementation demonstrates practical optimization approaches useful for engineering and research applications.
Particle Swarm Optimization is a global optimization evolutionary algorithm that searches for optimal solutions through inter-particle cooperation and competition, implemented via velocity updates and position adjustments in multidimensional solution spaces.
Research paper and MATLAB source code for Bacterial Foraging Random Optimization algorithm. This evolutionary algorithm can handle global optimization, multi-objective optimization, constraint optimization, and dynamic optimization problems, with detailed code implementation showing bacterial movement patterns and fitness evaluation functions.
BAS Beetle Antennae Search Optimization Algorithm
MATLAB Simulated Annealing Algorithm Toolbox - Free optimization toolkit for solving complex nonlinear global optimization problems with adaptive parameter control and visualization features
MATLAB Code Implementation of Simulated Annealing Algorithm for Global Optimization
Enhanced Niche Genetic Algorithm with Improved Optimization Capabilities