Multi-objective optimization strategies for radiation shielding design with genetic algorithm

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作者信息关键词期刊信息基础信息归属信息摘要

成果类型：

期刊论文

作者：

Chen, Zhenping;Zhang, Zhenyu;Xie, Jinsen;Guo, Qian*;Yu, Tao*;...

通讯作者：

Yu, Tao;Guo, Qian

作者机构：

[Liu, Zijing; Zhang, Zhenyu; Chen, Zhenping; Xie, Jinsen; Yu, Tao; Zhao, Pengcheng] Univ South China, Sch Nucl Sci & Technol, Hengyang 421001, Hunan, Peoples R China.

[Xie, Chao; Guo, Qian] Univ South China, Sch Resource Environm & Safety Engn, Hengyang 421001, Hunan, Peoples R China.

[Liu, Zijing; Zhang, Zhenyu; Xie, Chao; Chen, Zhenping; Xie, Jinsen; Guo, Qian; Yu, Tao; Zhao, Pengcheng] Hunan Engn & Technol Res Ctr Virtual Nucl Reactor, Hengyang 421001, Hunan, Peoples R China.

通讯机构：

[Yu, Tao; Guo, Qian] U

Univ South China, Sch Nucl Sci & Technol, Hengyang 421001, Hunan, Peoples R China.

Univ South China, Sch Resource Environm & Safety Engn, Hengyang 421001, Hunan, Peoples R China.

语种：

英文

关键词：

Evolutionary algorithm;Genetic algorithm;Multi-objective optimization;Radiation shielding design

期刊：

Computer Physics Communications

ISSN：

0010-4655

年：

2021

卷：

260

页码：

107267

DOI：

10.1016/j.cpc.2020.107267

基金类别：

National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [11705084]; Natural Science Foundation of Hunan ProvinceNatural Science Foundation of Hunan Province [2018JJ4033]; project of Hunan Province Engineering Research Center of Radioactive Control Technology in Uranium Mining and Metallurgy and Hunan Province Engineering Technology Research Center of Uranium Tailings Treatment Technology [2019YKZX1011]; Project of Innovation Center for Nuclear-Powered Technology [HDLCXZX-2019-HD-34]; Scientific Research Fund of Hunan Provincial Education Department of ChinaHunan Provincial Education Department [19A422]

机构署名：

本校为第一且通讯机构

院系归属：

核科学技术学院

摘要：

The radiation shielding design for advanced nuclear facilities is a typical complicated multi-objective and multi-parameter optimization problem in the nuclear engineering. To obtain an optimal solution of the shielding design is of significance in developing high-performance advanced nuclear facilities, especially for compact and mobile devices. The classical method of shielding design is a brute force trial-and-error procedure subjecting to human preferences and expectations, which is of failure to meet the requirements in radiation shielding...

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Multi-objective optimization strategies for radiation shielding design with genetic algorithm

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