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Global Fuzzy Sensitivity Analysis of Model Outputs

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26110%2F16%3APU122659" target="_blank" >RIV/00216305:26110/16:PU122659 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Global Fuzzy Sensitivity Analysis of Model Outputs

  • Original language description

    In the present pap er, the global sensitivity analysis of fuzzy results of model outputs is described which identifies relative importance of each input. Input and output quantities can be considered as fuzzy numbers. The comprehensive approach to model analysis is used capable to detect the interactions among factors the signification of which is crucial for evaluation of numerous prediction models. The mathematical conception is presented on a simple numerical problem in which the fuzzy result is calculated using general extension principle. The method is appropriate, in particular, for the calculation models the parameters and model inputs of which are not based on stochastic data, but are determined subjectively as the fuzzy numbers.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    20102 - Construction engineering, Municipal and structural engineering

Result continuities

  • Project

    <a href="/en/project/GA14-17997S" target="_blank" >GA14-17997S: Global Sensitivity Analysis in Nonlinear Structural Mechanics</a><br>

  • 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

  • Article name in the collection

    22nd Int. Conf. on Soft Computing

  • ISBN

    978-80-214-5365-4

  • ISSN

    1803-3814

  • e-ISSN

  • Number of pages

    4

  • Pages from-to

    225-228

  • Publisher name

    Neuveden

  • Place of publication

    Brno, Česká republika

  • Event location

    Brno

  • Event date

    Jun 8, 2016

  • Type of event by nationality

    EUR - Evropská akce

  • UT code for WoS article