烟花算法 Resources

Showing items tagged with "烟花算法"

A novel optimization algorithm with MATLAB implementation, featuring swarm intelligence principles and iterative solution enhancement techniques for learning and application.

MATLAB 249 views Tagged

Complete MATLAB implementation of Chicken Swarm Optimization algorithm with detailed code explanations. Features comprehensive comments, parameter descriptions, and test cases for practical learning and optimization problem-solving applications.

MATLAB 290 views Tagged

To enable effective search capabilities, the solution space must have meaningful neighborhoods where solutions exhibit similar properties within a finite range - known as the "proximity implies similarity" principle. This requirement is crucial for the Fireworks Algorithm's optimization effectiveness. In practical implementation, whether using discrete or continuous encoding during problem modeling and solution representation, this fundamental condition must be satisfied. Additionally, the algorithm achieves balance between global and local search capabilities through resource allocation and information exchange among fireworks based on their relative fitness values, while the explosive search mechanism enables...

MATLAB 243 views Tagged