Publication result detail

Algorithmization of Reliability-Based Optimization

SLOWIK, O.; NOVÁK, D.

Original Title

Algorithmization of Reliability-Based Optimization

English Title

Algorithmization of Reliability-Based Optimization

Type

Peer-reviewed article not indexed in WoS or Scopus

Original Abstract

The paper presents newly developed university software FNPO designed for reliability-based optimization. The program works with a newly proposed optimization method called Aimed Multilevel Sampling (AMS) in the optimization cycle of reliability-based optimization. For simulation at different levels of the algorithm AMS and reliability calculations program uses cyclic calls of program FReET - so called double-loop approach. The developed software enables to optimize model of general complexity with consideration of deterministic and/or reliability constraints.

English abstract

The paper presents newly developed university software FNPO designed for reliability-based optimization. The program works with a newly proposed optimization method called Aimed Multilevel Sampling (AMS) in the optimization cycle of reliability-based optimization. For simulation at different levels of the algorithm AMS and reliability calculations program uses cyclic calls of program FReET - so called double-loop approach. The developed software enables to optimize model of general complexity with consideration of deterministic and/or reliability constraints.

Keywords

Optimization, Reliability Assessment, Aimed Multilevel Sampling, Monte Carlo, Latin Hypercube Sampling, Probability Of Failure, Reliability-Based Design Optimization, Small Sample Analysis.

Key words in English

Optimization, Reliability Assessment, Aimed Multilevel Sampling, Monte Carlo, Latin Hypercube Sampling, Probability Of Failure, Reliability-Based Design Optimization, Small Sample Analysis.

Authors

SLOWIK, O.; NOVÁK, D.

Released

10.12.2014

Location

Ostrava, Česká republika

ISBN

1213-1962

Periodical

Sborník vědeckých prací Vysoké školy báňské – Technické univerzity Ostrava

Volume

14

Number

1

State

Czech Republic

Pages from

149

Pages to

158

Pages count

10

BibTex

@article{BUT113721,
  author="Ondřej {Slowik} and Drahomír {Novák}",
  title="Algorithmization of Reliability-Based Optimization",
  journal="Sborník vědeckých prací Vysoké školy báňské – Technické univerzity Ostrava",
  year="2014",
  volume="14",
  number="1",
  pages="149--158",
  issn="1213-1962"
}