Multi-strategy modified sparrow search algorithm for hyperparameter optimization in arbitrage prediction models

Shenjie Cheng; Panke Qin; Baoyun Lu; Jinxia Yu; Yongli Tang; Zeliang Zeng; Sensen Tu; Haoran Qi; Bo Ye; Zhongqi Cai

doi:10.1371/journal.pone.0303688

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Open Access

Peer-reviewed

Research Article

Multi-strategy modified sparrow search algorithm for hyperparameter optimization in arbitrage prediction models

Shenjie Cheng,

Roles Conceptualization, Methodology, Software, Validation, Writing – original draft

Affiliation School of Software, Henan Polytechnic University, Jiaozuo, China

https://orcid.org/0009-0006-4908-6724

⨯
Panke Qin ,

Roles Conceptualization, Funding acquisition, Methodology, Resources, Supervision, Writing – review & editing

* E-mail: qinpanke@hpu.edu.cn

Affiliations School of Software, Henan Polytechnic University, Jiaozuo, China, Hebi National Optoelectronic Technology Co, Ltd, Hebi, China

https://orcid.org/0000-0002-6457-5853

⨯
Baoyun Lu,

Roles Funding acquisition, Project administration, Resources, Writing – review & editing

Affiliation School of Software, Henan Polytechnic University, Jiaozuo, China
⨯
Jinxia Yu,

Roles Funding acquisition, Project administration, Resources, Writing – review & editing

Affiliation School of Software, Henan Polytechnic University, Jiaozuo, China
⨯
Yongli Tang,

Roles Funding acquisition, Resources, Supervision, Writing – review & editing

Affiliation School of Software, Henan Polytechnic University, Jiaozuo, China
⨯
Zeliang Zeng,

Roles Software, Validation, Visualization

Affiliation School of Software, Henan Polytechnic University, Jiaozuo, China
⨯
Sensen Tu,

Roles Validation, Visualization

Affiliation School of Software, Henan Polytechnic University, Jiaozuo, China
⨯
Haoran Qi,

Roles Formal analysis

Affiliation School of Software, Henan Polytechnic University, Jiaozuo, China
⨯
Bo Ye,

Roles Investigation

Affiliation School of Software, Henan Polytechnic University, Jiaozuo, China
⨯
Zhongqi Cai

Roles Data curation

Affiliation School of Software, Henan Polytechnic University, Jiaozuo, China
⨯

Multi-strategy modified sparrow search algorithm for hyperparameter optimization in arbitrage prediction models

Shenjie Cheng,
Panke Qin,
Baoyun Lu,
Jinxia Yu,
Yongli Tang,
Zeliang Zeng,
Sensen Tu,
Haoran Qi,
Bo Ye,
Zhongqi Cai

Published: May 15, 2024
https://doi.org/10.1371/journal.pone.0303688

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