MeanDE: differential evolution with mean DE mutation

버전 1.0.1 (3.87 KB) 작성자: abdesslem layeb

a simple and competitive DE for optimization problem.

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다운로드 수: 27

업데이트 날짜: 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.

인용 양식

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. 검색됨 2024/7/26.

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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버전	게시됨	릴리스 정보
1.0.1	2023/1/20	correction of some typos	다운로드
1.0.0	2023/1/20		다운로드

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} }