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Stability and convergence of numerical simulation methods for simulation of extreme values

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26110%2F04%3APU44798" target="_blank" >RIV/00216305:26110/04:PU44798 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    čeština

  • Original language name

    Stabilita a konvergence numerických metod při simulaci extrémních hodnot rozdělení

  • Original language description

    This study presents numerical assessment of several simulation techniques with focus on their ability to estimate extreme value statistics. Four methods are compared. The main attention is devoted to Latin Hypercube Sampling as a representative of small-sample simulation technique. The effect of correlation control is highlighted. Numerical studies are performed with example of known analytical solution. The studies presents convergence of results with increasing number of simulations so that the immediiate result is a hint about optimal choice of this important value.

  • Czech name

    Stabilita a konvergence numerických metod při simulaci extrémních hodnot rozdělení

  • Czech description

    This study presents numerical assessment of several simulation techniques with focus on their ability to estimate extreme value statistics. Four methods are compared. The main attention is devoted to Latin Hypercube Sampling as a representative of small-sample simulation technique. The effect of correlation control is highlighted. Numerical studies are performed with example of known analytical solution. The studies presents convergence of results with increasing number of simulations so that the immediiate result is a hint about optimal choice of this important value.

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JM - Structural engineering

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/GA103%2F04%2F2092" target="_blank" >GA103/04/2092: Model identification and optimization at material a structural levels</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)

Others

  • Publication year

    2004

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    PPK 2004 PRAVDĚPODOBNOST PORUŠOVÁNÍ KONSTRUKCÍ

  • ISBN

    80-214-2718-3

  • ISSN

  • e-ISSN

  • Number of pages

    8

  • Pages from-to

    77-84

  • Publisher name

    VUT v Brně

  • Place of publication

    Brno

  • Event location

    Brno

  • Event date

    Oct 6, 2004

  • Type of event by nationality

    CST - Celostátní akce

  • UT code for WoS article