A Modified Multiobjective Self-Adaptive Differential Evolution Algorithm and Its Application on Optimization Design of the Nuclear Power System
Joint Authors
Zhang, Dan
Yang, Yunjia
Peng, Shinian
Zhu, Li
Qiu, Zhifang
Yuan, Hongsheng
Xian, Lin
Source
Science and Technology of Nuclear Installations
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-08-04
Country of Publication
Egypt
No. of Pages
9
Abstract EN
A modified multiobjective self-adaptive differential evolution algorithm (MMOSADE) is presented in this paper to improve the accuracy of multiobjective optimization design in the nuclear power system.
The performance of the MMOSADE is tested by the ZDT test function set and compared with classical evolutionary algorithms.
The results indicate that MMOSADE has a better performance in convergence and diversity.
Based on the MMOSADE, a multiobjective optimization design platform for the nuclear power system is proposed, and the application of which is carried out.
The evaluation program of the PRHR-HX in AP1000 is developed, and its reliability is verified.
The optimal design schemes of PHHR-HX are obtained by utilizing the multiobjective optimization design platform.
The results show that the optimal design schemes can envelop the prototype design scheme.
This conclusion proves that the optimization design platform proposed in this paper is effective and feasible.
American Psychological Association (APA)
Yang, Yunjia& Peng, Shinian& Zhu, Li& Zhang, Dan& Qiu, Zhifang& Yuan, Hongsheng…[et al.]. 2019. A Modified Multiobjective Self-Adaptive Differential Evolution Algorithm and Its Application on Optimization Design of the Nuclear Power System. Science and Technology of Nuclear Installations،Vol. 2019, no. 2019, pp.1-9.
https://search.emarefa.net/detail/BIM-1210800
Modern Language Association (MLA)
Yang, Yunjia…[et al.]. A Modified Multiobjective Self-Adaptive Differential Evolution Algorithm and Its Application on Optimization Design of the Nuclear Power System. Science and Technology of Nuclear Installations No. 2019 (2019), pp.1-9.
https://search.emarefa.net/detail/BIM-1210800
American Medical Association (AMA)
Yang, Yunjia& Peng, Shinian& Zhu, Li& Zhang, Dan& Qiu, Zhifang& Yuan, Hongsheng…[et al.]. A Modified Multiobjective Self-Adaptive Differential Evolution Algorithm and Its Application on Optimization Design of the Nuclear Power System. Science and Technology of Nuclear Installations. 2019. Vol. 2019, no. 2019, pp.1-9.
https://search.emarefa.net/detail/BIM-1210800
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1210800
