Improved GWO and its application in parameter optimization of Elman neural network

Wei Liu; Jiayang Sun; Guangwei Liu; Saiou Fu; Mengyuan Liu; Yixin Zhu; Qi Gao

doi:10.1371/journal.pone.0288071

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Open Access

Peer-reviewed

Research Article

Improved GWO and its application in parameter optimization of Elman neural network

Wei Liu ,

Roles Methodology, Writing – review & editing

* E-mail: liuwei@lntu.edu.cn

Affiliations Institute of Mathematics and Systems Science, Liaoning Technical University, Fuxin, China, Institute of Intelligent Engineering and Mathematics, Liaoning Technical University, Fuxin, China

https://orcid.org/0000-0001-5821-9265

⨯
Jiayang Sun,

Roles Data curation, Formal analysis, Methodology, Writing – original draft

Affiliations College of Science, Liaoning Technical University, Fuxin, China, Institute of Mathematics and Systems Science, Liaoning Technical University, Fuxin, China, Institute of Intelligent Engineering and Mathematics, Liaoning Technical University, Fuxin, China
⨯
Guangwei Liu,

Roles Conceptualization, Funding acquisition

Affiliation College of Mines, Liaoning Technical University, Fuxin, China
⨯
Saiou Fu,

Roles Formal analysis, Methodology, Writing – original draft

Affiliation College of Civil Engineering, Liaoning Technical University, Fuxin, China
⨯
Mengyuan Liu,

Roles Conceptualization, Software, Writing – review & editing

Affiliations College of Science, Liaoning Technical University, Fuxin, China, Institute of Mathematics and Systems Science, Liaoning Technical University, Fuxin, China, Institute of Intelligent Engineering and Mathematics, Liaoning Technical University, Fuxin, China
⨯
Yixin Zhu,

Roles Supervision, Visualization

Affiliations College of Science, Liaoning Technical University, Fuxin, China, Institute of Mathematics and Systems Science, Liaoning Technical University, Fuxin, China, Institute of Intelligent Engineering and Mathematics, Liaoning Technical University, Fuxin, China
⨯
Qi Gao

Roles Conceptualization, Data curation

Affiliations College of Science, Liaoning Technical University, Fuxin, China, Institute of Mathematics and Systems Science, Liaoning Technical University, Fuxin, China, Institute of Intelligent Engineering and Mathematics, Liaoning Technical University, Fuxin, China
⨯

Improved GWO and its application in parameter optimization of Elman neural network

Wei Liu,
Jiayang Sun,
Guangwei Liu,
Saiou Fu,
Mengyuan Liu,
Yixin Zhu,
Qi Gao

Published: July 7, 2023
https://doi.org/10.1371/journal.pone.0288071

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