Multi-Objective Optimization Differential Evolution Algorithm
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.
Cita come
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. Recuperato .
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Versione | Pubblicato | Note della release | |
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1.0.0.0 |