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An Evolutionary Neural Architecture Search Method Accelerated by Multi-Fidelity Evaluation and Genetic Decision Controller Cover

An Evolutionary Neural Architecture Search Method Accelerated by Multi-Fidelity Evaluation and Genetic Decision Controller

Journal of Artificial Intelligence and Soft Computing Research
Volume 15 (2025): Issue 4 (October 2025)
By: Zenglin Qiao,  Ali Asghar Heidari,  Xinchao Zhao and  Huiling Chen  
Open Access
|Jul 2025

Authors

Zenglin Qiao

School of Mathematical Sciences, Beijing University of Posts and Telecommunications, Beijing, China
Key Laboratory of Mathematics and Information Networks, Beijing University of Posts and Telecommunications, Ministry of Education, China

Ali Asghar Heidari

School of Surveying and Geospatial Engineering, College of Engineering, University of Tehran, Tehran, Iran

Xinchao Zhao

zhaoxc@bupt.edu.cn

School of Mathematical Sciences, Beijing University of Posts and Telecommunications, Beijing, China
Key Laboratory of Mathematics and Information Networks, Beijing University of Posts and Telecommunications, Ministry of Education, China

Huiling Chen

chenhuiling.jlu@gmail.com

Department of Computer Science and Artificial Intelligence, Wenzhou University, Wenzhou, China
DOI: https://doi.org/10.2478/jaiscr-2025-0020
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Language: English
Page range: 413 - 446
Submitted on: Apr 23, 2025
|
Accepted on: Jun 20, 2025
|
Published on: Jul 11, 2025
Published by: SAN University
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
evolutionary neural architecture search,
evolutionary algorithm,
multi-fidelity evaluation,
polar lights optimizer,
convolutional neural networks
Related subjects:
Computer sciences,
Databases and data mining,
Artificial intelligence

© 2025 Zenglin Qiao, Ali Asghar Heidari, Xinchao Zhao, Huiling Chen, published by SAN University
This work is licensed under the Creative Commons Attribution 4.0 License.

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