MeanDE: differential evolution with mean DE mutation

版本 1.0.1 (3.9 KB) 作者: abdesslem layeb

a simple and competitive DE for optimization problem.

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更新时间 2023/1/20

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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 (2025). MeanDE: differential evolution with mean DE mutation (https://ww2.mathworks.cn/matlabcentral/fileexchange/123560-meande-differential-evolution-with-mean-de-mutation), MATLAB Central File Exchange. 检索时间: 2025/10/3.

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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版本	已发布	发行说明
1.0.1	2023/1/20	correction of some typos	下载
1.0.0	2023/1/20		下载

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} }