Multi-Objective Optimization Differential Evolution Algorithm

Version 1.0.0.0 (6.83 KB) by Gilberto Reynoso-Meza
Runs a basic Differential Evolution (DE) algorithm for multi-objective optimization.
3.7
(3)
5.2K Downloads
Updated 9 Nov 2012

View License

This Toolset comprises of the following files:

1) MODEparam.m

Generates the required parameters to run the MODE optimization algorithm.

2) MODE.m

Runs the optimization algorithm. It implements a basic multi-objective optimization algorithm based on Diferential Evolution (DE) algorithm:

"Storn, R., Price, K., 1997. Differential evolution: A simple and efficient heuristic for global optimization over continuous spaces. Journal of Global Optimization 11, 341 – 359."

When one objective is optimized, the standard DE runs; if two or more objectives are optimized, the greedy selection step in DE algorithm is performed using a dominance relation.

3) CostFuntion.m

The cost function to optimize.

Cite As

Gilberto Reynoso-Meza (2024). Multi-Objective Optimization Differential Evolution Algorithm (https://www.mathworks.com/matlabcentral/fileexchange/38962-multi-objective-optimization-differential-evolution-algorithm), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2009b
Compatible with any release
Platform Compatibility
Windows macOS Linux

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Version Published Release Notes
1.0.0.0