Detail publikačního výsledku

Inverse response surface method in reliability-based design

LEHKÝ, D.; ŠOMODÍKOVÁ, M.

Originální název

Inverse response surface method in reliability-based design

Anglický název

Inverse response surface method in reliability-based design

Druh

Článek recenzovaný mimo WoS a Scopus

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova

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

Klíčová slova v angličtině

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

Autoři

LEHKÝ, D.; ŠOMODÍKOVÁ, M.

Rok RIV

2018

Vydáno

30.12.2017

Nakladatel

De Gruyter Open

Místo

ISSN

1804-4824

Periodikum

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

Svazek

17

Číslo

2

Stát

Česká republika

Strany od

37

Strany do

42

Strany počet

6

URL

https://www.degruyter.com/view/j/tvsb.2017.17.issue-2/tvsb-2017-0025/tvsb-2017-0025.xml

Plný text v Digitální knihovně

http://hdl.handle.net/

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"
}