Hybrid Differential Evolution Algorithm With Adaptive Crossover Mechanism

Version 1.1.0.0 (9,98 KB) von Gilberto Reynoso-Meza
An EA based on DE with adaptive crossover rate, population refresh and local search.
3.7
(3)
2,2K Downloads
Aktualisiert 19. Apr 2013

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This Toolset comprises of the following files:

1) DE_TCR.m
Runs the optimization algorithm. This code implements a version of
the DE_TCR algorithm described in:

G. Reynoso; J. Sanchis; X. Blasco; Juan M. Herrero. Hybrid DE Algorithm
With Adaptive Crossover Operator For Solving Real-World Numerical
Optimization Problems. In IEEE Congress on Evolutionary Computation.
CEC 2011. (ISBN 978-1-4244-7833-0). New Orleans (USA). June 2011.

2) RunTutorial.m
Runs and publish in html format the Tutorial.m file.

3) Tutorial.m
A quick reference tutorial for the DE_TCR algorithm.

4) DE_TCRparam.m
Generates the required parameters to run the DE_TCR algorithm.

5) LocalSearch.m
Runs the Local search routine.

6) CostFuntion.m
The cost function to optimize.

Zitieren als

Gilberto Reynoso-Meza (2024). Hybrid Differential Evolution Algorithm With Adaptive Crossover Mechanism (https://www.mathworks.com/matlabcentral/fileexchange/39217-hybrid-differential-evolution-algorithm-with-adaptive-crossover-mechanism), MATLAB Central File Exchange. Abgerufen .

Kompatibilität der MATLAB-Version
Erstellt mit R2009b
Kompatibel mit allen Versionen
Plattform-Kompatibilität
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Version Veröffentlicht Versionshinweise
1.1.0.0

%% Release and bug report:
November 2012: Initial release
19th. April 2013: Bug in Re-Initialization ranges was fixed in file DE_TCR.m
1.0.0.0