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On the tolerance approach to possibilistic nonlinear regression over interval data

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F12%3A10125859" target="_blank" >RIV/00216208:11320/12:10125859 - isvavai.cz</a>

  • Alternative codes found

    RIV/61384399:31140/12:00039216

  • Result on the web

    <a href="http://kam.mff.cuni.cz/~hladik/publ/b2hd-HlaCer2012b.html" target="_blank" >http://kam.mff.cuni.cz/~hladik/publ/b2hd-HlaCer2012b.html</a>

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    On the tolerance approach to possibilistic nonlinear regression over interval data

  • Original language description

    We study the tolerance-based approach to possibilistic nonlinear regression models with interval data. We provide a method for determination of interval regression parameters of the model for the crisp input - interval output case and for the interval input - interval output case. We define two classes of nonlinear regression models for which efficient algorithms exist. We illustrate the theory by examples.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    BB - Applied statistics, operational research

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/GAP403%2F12%2F1947" target="_blank" >GAP403/12/1947: Models of Optimal Economic Decision Making under Instability, Uncertainty and Indeterminacy</a><br>

  • Continuities

    I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Others

  • Publication year

    2012

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Proceedings of the 5th International Conference on Reliable Engineering Computing

  • ISBN

    978-80-214-4507-9

  • ISSN

  • e-ISSN

  • Number of pages

    13

  • Pages from-to

    183-195

  • Publisher name

    LITERA

  • Place of publication

    Brno

  • Event location

    Brno

  • Event date

    Jun 13, 2012

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article