Detail publikačního výsledku

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

LEHKÝ, D.; SLOWIK, O.; NOVÁK, D.

Originální název

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

Anglický název

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

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova

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

Klíčová slova v angličtině

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

Autoři

LEHKÝ, D.; SLOWIK, O.; NOVÁK, D.

Rok RIV

2016

Vydáno

01.09.2015

Nakladatel

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

Místo

Praha, Česká republika

ISBN

978-1-905088-64-5

Kniha

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

ISSN

1759-3433

Periodikum

Civil-Comp Proceedings

Stát

Spojené království Velké Británie a Severního Irska

Strany od

1

Strany do

15

Strany počet

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"
}