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基于非支配排序遗传算法的辐射屏蔽多目标优化方法研究
引用本文:曹奇锋,张震宇,陈珍平,马辉强,于涛.基于非支配排序遗传算法的辐射屏蔽多目标优化方法研究[J].核动力工程,2020,41(1):167-171.
作者姓名:曹奇锋  张震宇  陈珍平  马辉强  于涛
作者单位:南华大学核科学技术学院;湖南省数字化反应堆工程技术研究中心
基金项目:湖南省自然科学基金资助项目(2018JJ4033);国防科技工业核动力技术创新中心资助项目(HDLCXZX-2019-ZH-034)。
摘    要:为提高反应堆辐射屏蔽结构设计效率与设计性能,减少传统辐射屏蔽设计方法的主观经验影响。本文基于非支配排序遗传算法对反应堆屏蔽结构开展多目标优化方法研究,并开发了反应堆辐射屏蔽多目标优化计算分析程序;利用典型反应堆辐射屏蔽结构模型对此优化方法和计算程序开展了初步验证。结果表明,非支配遗传算法可正确有效地用于辐射屏蔽结构的设计,优化效果显著。 

关 键 词:辐射屏蔽    非支配排序    遗传算法    多目标优化

Study on Multi-Objective Optimization Method for Radiation Shielding Based on Non-Dominated Sorting Genetic Algorithm
Cao Qifeng,Zhang Zhenyu,Chen Zhenping,Ma Huiqiang,Yu Tao.Study on Multi-Objective Optimization Method for Radiation Shielding Based on Non-Dominated Sorting Genetic Algorithm[J].Nuclear Power Engineering,2020,41(1):167-171.
Authors:Cao Qifeng  Zhang Zhenyu  Chen Zhenping  Ma Huiqiang  Yu Tao
Affiliation:(School of Nuclear Science and Technology,University of South China,Hengyang,Hunan,421001,China;Hunan Engineering and Technology Research Center for Virtual Nuclear Reactor,Hengyang,Hunan,421001,China)
Abstract:In order to improve the design efficiency and the design performance of the reactor radiation shielding structure and reduce the subjective experience of the traditional radiation shielding design method, this paper studies the multi-objective optimization method of the reactor shielding structure based on the non-dominant sorting genetic algorithm. A multi-objective optimization analysis program for the reactor radiation shielding design is developed. The optimization method and the calculation program are preliminarily verified by the typical reactor radiation shielding structure model. The results show that the non-dominated genetic algorithm can be applied in the design of the radiation shielding structure correctly and effectively, and the optimization effect is remarkable.
Keywords:Radiation shielding  Non-dominant sorting  Genetic algorithm  Multi-objective optimization
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