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Global sensitivity analysis for fuzzy inputs based on the decomposition of fuzzy output entropy

Published on Aug 18, 2017in Engineering Optimization1.81
· DOI :10.1080/0305215X.2017.1359585
Yan Shi8
Estimated H-index: 8
(NPU: Northwestern Polytechnical University),
Zhenzhou Lu21
Estimated H-index: 21
(NPU: Northwestern Polytechnical University),
Yicheng Zhou6
Estimated H-index: 6
(NPU: Northwestern Polytechnical University)
Abstract
ABSTRACTTo analyse the component of fuzzy output entropy, a decomposition method of fuzzy output entropy is first presented. After the decomposition of fuzzy output entropy, the total fuzzy output entropy can be expressed as the sum of the component fuzzy entropy contributed by fuzzy inputs. Based on the decomposition of fuzzy output entropy, a new global sensitivity analysis model is established for measuring the effects of uncertainties of fuzzy inputs on the output. The global sensitivity analysis model can not only tell the importance of fuzzy inputs but also simultaneously reflect the structural composition of the response function to a certain degree. Several examples illustrate the validity of the proposed global sensitivity analysis, which is a significant reference in engineering design and optimization of structural systems.
  • References (42)
  • Citations (9)
References42
Newest
#1Yanjun Xia (University of Electronic Science and Technology of China)H-Index: 2
#2Zhang-Chun Tang (University of Electronic Science and Technology of China)H-Index: 5
5 CitationsSource
4 CitationsSource
#1Zhang-Chun Tang (NPU: Northwestern Polytechnical University)H-Index: 5
#2Zhenzhou Lu (NPU: Northwestern Polytechnical University)H-Index: 21
Last.Peng Wang (University of Electronic Science and Technology of China)H-Index: 1
view all 6 authors...
2 CitationsSource
#1Jingwen Song (NPU: Northwestern Polytechnical University)H-Index: 6
#2Zhenzhou Lu (NPU: Northwestern Polytechnical University)H-Index: 21
Last.Yanping Wang (NPU: Northwestern Polytechnical University)H-Index: 1
view all 4 authors...
6 CitationsSource
#1Zhang-Chun Tang (NPU: Northwestern Polytechnical University)H-Index: 5
#2Lu Zhenzhou (NPU: Northwestern Polytechnical University)H-Index: 8
Last.Xiao Ningcong (University of Electronic Science and Technology of China)H-Index: 1
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14 CitationsSource
#1Qingqing Zhai (Beihang University)H-Index: 14
#2Jun Yang (Beihang University)H-Index: 13
Last.Yu Zhao (Beihang University)H-Index: 10
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16 CitationsSource
#1Leigang Zhang (NPU: Northwestern Polytechnical University)H-Index: 3
#2Zhenzhou Lu (NPU: Northwestern Polytechnical University)H-Index: 21
Last.Chongqing Fan (NPU: Northwestern Polytechnical University)H-Index: 1
view all 4 authors...
27 CitationsSource
#1Zhang-Chun TangH-Index: 5
#2Zhenzhou LuH-Index: 21
Last.Ji-xiang HuH-Index: 1
view all 3 authors...
15 CitationsSource
#1Luyi Li (NPU: Northwestern Polytechnical University)H-Index: 7
#2Zhenzhou Lu (NPU: Northwestern Polytechnical University)H-Index: 7
Last.Danqing Wu (NPU: Northwestern Polytechnical University)H-Index: 3
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8 CitationsSource
#1Shufang Song (NPU: Northwestern Polytechnical University)H-Index: 8
#2Zhenzhou Lu (NPU: Northwestern Polytechnical University)H-Index: 21
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14 CitationsSource
Cited By9
Newest
#1Xiaobing Shang (HIT: Harbin Institute of Technology)H-Index: 2
#2Ping Ma (HIT: Harbin Institute of Technology)H-Index: 2
Last.Ming Yang (HIT: Harbin Institute of Technology)H-Index: 9
view all 4 authors...
Source
#1Yan Shi (NPU: Northwestern Polytechnical University)H-Index: 8
#2Zhenzhou Lu (NPU: Northwestern Polytechnical University)H-Index: 21
Source
#1Yicheng Zhou (NPU: Northwestern Polytechnical University)H-Index: 6
#2Zhenzhou Lu (NPU: Northwestern Polytechnical University)H-Index: 21
Last.Kai Cheng (NPU: Northwestern Polytechnical University)H-Index: 6
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#1Kaixuan Feng (NPU: Northwestern Polytechnical University)H-Index: 4
#2Zhenzhou Lu (NPU: Northwestern Polytechnical University)H-Index: 21
Last.Wanying Yun (NPU: Northwestern Polytechnical University)H-Index: 9
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3 CitationsSource
#1Kaixuan Feng (NPU: Northwestern Polytechnical University)H-Index: 4
#2Zhenzhou Lu (NPU: Northwestern Polytechnical University)H-Index: 21
Last.Chao Pang (NPU: Northwestern Polytechnical University)H-Index: 3
view all 3 authors...
6 CitationsSource
#1Yan Shi (NPU: Northwestern Polytechnical University)H-Index: 8
#2Zhenzhou Lu (NPU: Northwestern Polytechnical University)H-Index: 21
Last.Yicheng Zhou (NPU: Northwestern Polytechnical University)H-Index: 6
view all 3 authors...
4 CitationsSource
#1Yan Shi (NPU: Northwestern Polytechnical University)H-Index: 8
#2Zhenzhou Lu (NPU: Northwestern Polytechnical University)H-Index: 21
Last.Liyang Xu (NPU: Northwestern Polytechnical University)H-Index: 2
view all 4 authors...
10 CitationsSource
#1Shun Li (CAEP: China Academy of Engineering Physics)
#2Zhang-Chun Tang (University of Electronic Science and Technology of China)
Source
#1Xing PanH-Index: 5
#2Lunhu HuH-Index: 1
Last.Yong WuH-Index: 1
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1 CitationsSource
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