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Modification of the Audze-Eglajs criterion to achieve a uniform distribution of sampling points

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26110%2F16%3APU122691" target="_blank" >RIV/00216305:26110/16:PU122691 - isvavai.cz</a>

  • Result on the web

    <a href="http://dx.doi.org/10.1016/j.advengsoft.2016.07.004" target="_blank" >http://dx.doi.org/10.1016/j.advengsoft.2016.07.004</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1016/j.advengsoft.2016.07.004" target="_blank" >10.1016/j.advengsoft.2016.07.004</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Modification of the Audze-Eglajs criterion to achieve a uniform distribution of sampling points

  • Original language description

    The Audze–Eglājs (AE) criterion was developed to achieve a uniform distribution of experimental points in a hypercube. However, the paper shows that the AE criterion provides strongly nonuniform designs due to the effect of the boundaries of the hypercube. We propose a simple remedy that lies in the assumption of periodic boundary conditions. The biased behavior of the original AE criterion and excellent performance of the modified criterion are demonstrated using simple numerical examples focused on (i) the uniformity of sampling density over the design space and, (ii) statistical sampling efficiency measured through the ability to correctly estimate the statistical parameters of functions of random variables. An engineering example of reliability calculation is presented, too.

  • Czech name

  • Czech description

Classification

  • Type

    J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database

  • CEP classification

  • OECD FORD branch

    20102 - Construction engineering, Municipal and structural engineering

Result continuities

  • Project

    Result was created during the realization of more than one project. More information in the Projects tab.

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2016

  • Confidentiality

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

Data specific for result type

  • Name of the periodical

    ADVANCES IN ENGINEERING SOFTWARE

  • ISSN

    0965-9978

  • e-ISSN

    1873-5339

  • Volume of the periodical

    2016

  • Issue of the periodical within the volume

    100

  • Country of publishing house

    GB - UNITED KINGDOM

  • Number of pages

    15

  • Pages from-to

    82-96

  • UT code for WoS article

    000383298800007

  • EID of the result in the Scopus database

    2-s2.0-84978513727