MeanDE: differential evolution with mean DE mutation

Versión 1.0.1 (3,87 KB) por abdesslem layeb

a simple and competitive DE for optimization problem.

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Actualizado 20 ene 2023

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this code implements a new DE (MeanDE) with two novel mutations called DE/mean-current/1 and DE/best-mean-current/1 are proposed and integrated in DE algorithm, they have both exploration ability and exploitation trend.

this code is a part of the contribution: Layeb, Abdesslem. Differential Evolution Algorithms with Novel Mutations, Adaptive Parameters and Weibull Flight Operator. Research Square Platform LLC, Sept. 2022, doi:10.21203/rs.3.rs-1898342/v1

MeanDE is a very simple and competitive compared to other DE variants.

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abdesslem layeb (2024). MeanDE: differential evolution with mean DE mutation (https://www.mathworks.com/matlabcentral/fileexchange/123560-meande-differential-evolution-with-mean-de-mutation), MATLAB Central File Exchange. Recuperado 26 julio, 2024.

Layeb, Abdesslem. Differential Evolution Algorithms with Novel Mutations, Adaptive Parameters and Weibull Flight Operator. Research Square Platform LLC, Sept. 2022, doi:10.21203/rs.3.rs-1898342/v1.

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Se creó con R2022b

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Versión	Publicado	Notas de la versión
1.0.1	20 ene 2023	correction of some typos	Descargar
1.0.0	20 ene 2023		Descargar

MLA	Layeb, Abdesslem. Differential Evolution Algorithms with Novel Mutations, Adaptive Parameters and Weibull Flight Operator. Research Square Platform LLC, Sept. 2022, doi:10.21203/rs.3.rs-1898342/v1.
APA	Layeb, A. (2022). Differential Evolution Algorithms with Novel Mutations, Adaptive Parameters and Weibull Flight Operator. Research Square Platform LLC. Retrieved from https://doi.org/10.21203%2Frs.3.rs-1898342%2Fv1
BibTeX	@article{Layeb_2022, doi = {10.21203/rs.3.rs-1898342/v1}, url = {https://doi.org/10.21203%2Frs.3.rs-1898342%2Fv1}, year = 2022, month = {sep}, publisher = {Research Square Platform {LLC}}, author = {Abdesslem Layeb}, title = {Differential Evolution Algorithms with Novel Mutations, Adaptive Parameters and Weibull Flight Operator} }