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SLOWIK, O. NOVÁK, D.
Original Title
Algorithmization of Reliability-Based Optimization
Type
journal article - other
Language
English
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.
Keywords
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.
RIV year
2014
Released
10. 12. 2014
Location
Ostrava, Česká republika
ISBN
1213-1962
Periodical
Sborník vědeckých prací Vysoké školy báňské – Technické univerzity Ostrava
Year of study
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" }