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LEHKÝ, D. ŠOMODÍKOVÁ, M.
Original Title
Inverse response surface method in reliability-based design
Type
journal article - other
Language
English
Original Abstract
The paper introduces an inverse response surface method utilized when performing reliability based design optimization of time-consuming problems. Proposed procedure is based on a coupling of the adaptive response surface method and the artificial neural network-based inverse reliability method. The validity and accuracy of the method is tested using examples with explicit nonlinear limit state functions. Obtained results as well as important aspects of the method are discussed.
Keywords
Response surface, artificial neural network, inverse reliability analysis, reliability-based design, failure probability, reliability index.
Authors
LEHKÝ, D.; ŠOMODÍKOVÁ, M.
Released
30. 12. 2017
Publisher
De Gruyter Open
Location
ISBN
1804-4824
Periodical
Transactions of the VŠB – Technical University of Ostrava, Civil Engineering Series
Year of study
17
Number
2
State
Czech Republic
Pages from
37
Pages to
42
Pages count
6
URL
https://www.degruyter.com/view/j/tvsb.2017.17.issue-2/tvsb-2017-0025/tvsb-2017-0025.xml
BibTex
@article{BUT143552, author="David {Lehký} and Martina {Sadílková Šomodíková}", title="Inverse response surface method in reliability-based design", journal="Transactions of the VŠB – Technical University of Ostrava, Civil Engineering Series", year="2017", volume="17", number="2", pages="37--42", doi="10.1515/tvsb-2017-0025", issn="1804-4824", url="https://www.degruyter.com/view/j/tvsb.2017.17.issue-2/tvsb-2017-0025/tvsb-2017-0025.xml" }