Publication detail

Double-Loop Optimization and Soft Computing Based Inverse Analysis Approaches for Performing Reliability-based Design.

LEHKÝ, D. SLOWIK, O. NOVÁK, D.

Original Title

Double-Loop Optimization and Soft Computing Based Inverse Analysis Approaches for Performing Reliability-based Design.

Type

conference paper

Language

English

Original Abstract

Two alternative approaches to solve an inverse reliability problem are presented in this paper. The first approach is based on utilization of an artificial neural network and small-sample simulation technique. The second approach considers the inverse reliability task as a reliability-based optimization task using a double-loop optimization method based on a small-sample simulation. The efficiency of both approaches is tested using numerical examples of structural design. Advantages and disadvantages of both approaches are discussed.

Keywords

Inverse reliability problem, artificial neural network, double-loop reliability-based optimization, Latin hypercube sampling, first order reliability method.

Authors

LEHKÝ, D.; SLOWIK, O.; NOVÁK, D.

RIV year

2015

Released

1. 9. 2015

Publisher

Y. Tsompanakis, J. Kruis, B.H.V. Topping

Location

Praha, Česká republika

ISBN

978-1-905088-64-5

Book

Proceedings of the Fourth International Conference on Soft Computing Technology in Civil, Structural and Environmental Engineering

ISBN

1759-3433

Periodical

Civil-Comp Proceedings

State

United Kingdom of Great Britain and Northern Ireland

Pages from

1

Pages to

15

Pages count

15

BibTex

@inproceedings{BUT123862,
  author="David {Lehký} and Ondřej {Slowik} and Drahomír {Novák}",
  title="Double-Loop Optimization and Soft Computing Based Inverse Analysis Approaches for Performing Reliability-based Design.",
  booktitle="Proceedings of the Fourth International Conference on Soft Computing Technology in Civil, Structural and Environmental Engineering",
  year="2015",
  journal="Civil-Comp Proceedings",
  pages="1--15",
  publisher="Y. Tsompanakis, J. Kruis, B.H.V. Topping",
  address="Praha, Česká republika",
  isbn="978-1-905088-64-5",
  issn="1759-3433"
}