An intelligent optimization method for the HCSB blanket based on an improved multi-objective NSGA-III algorithm and an adaptive BP neural network

An intelligent optimization method for the HCSB blanket based on an improved multi-objective NSGA-III algorithm and an adaptive BP neural network

To improve the performance of blanket: maximizing the tritium breeding rate (TBR) for tritium self-sufficiency, and minimizing the Dose of backplate for radiation protection, most previous studies are based on manual corrections to adjust the blanket structure to achieve optimization design, but it...

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Bibliographic Details
Main Authors: Wen Zhou, Guomin Sun, Shuichiro Miwa, Zihui Yang, Zhuang Li, Di Zhang, Jianye Wang
Format: Article
Language:English
Published: Elsevier 2023-09-01
Series:Nuclear Engineering and Technology
Subjects:
CFETR HCSB blanket
Radial arrangement
Optimization design
NSGA-III algorithm
DE algorithm
BP neural Network
Online Access:http://www.sciencedirect.com/science/article/pii/S1738573323002504

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http://www.sciencedirect.com/science/article/pii/S1738573323002504

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