Publication result detail

Inverse response surface method in reliability-based design

LEHKÝ, D.; ŠOMODÍKOVÁ, M.

Original Title

Inverse response surface method in reliability-based design

English Title

Inverse response surface method in reliability-based design

Type

Peer-reviewed article not indexed in WoS or Scopus

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.

English 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.

Key words in English

Response surface, artificial neural network, inverse reliability analysis, reliability-based design, failure probability, reliability index.

Authors

LEHKÝ, D.; ŠOMODÍKOVÁ, M.

RIV year

2018

Released

30.12.2017

Publisher

De Gruyter Open

Location

ISBN

1804-4824

Periodical

Transactions of the VŠB – Technical University of Ostrava, Civil Engineering Series

Volume

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"
}