MeanDE: differential evolution with mean DE mutation

Versione 1.0.1 (3,87 KB) da abdesslem layeb

a simple and competitive DE for optimization problem.

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Aggiornato 20 gen 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. Recuperato ottobre 5, 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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Creato con R2022b

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Versione	Pubblicato	Note della release
1.0.1	20 gen 2023	correction of some typos	Scarica
1.0.0	20 gen 2023		Scarica

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} }