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  • Discovering dynamics from measured data
    Križman, Viljem ; Džeroski, Sašo ; Kompare, Boris, 1956-2014
    LAGRANGE is a machine discovery system intended to discover empirical laws that govern the behavior of dynamical systems. The main drawback of LAGRANGE is its sensivity to noisy data, which is mostly ... due to the use of numerical derivation. This paper described GOLDHORN, a system that upgrades LAGRANGE with the ability to handle noise. The main technique used in GOLDHORN is numerical integration instead of derivation. Processing of the input data with digital filters is also possible, as well as the discovery of difference equations. We used GOLDHORN to discover differential/difference equation models from measured data in several domains, including fluid dynamics and algal growth
    Vir: Elektrotehniški vestnik. - ISSN 0013-5852 (Let. 62, št. št.3/4, 1995, Str. 191-198)
    Vrsta gradiva - članek, sestavni del
    Leto - 1995
    Jezik - angleški
    COBISS.SI-ID - 202337

vir: Elektrotehniški vestnik. - ISSN 0013-5852 (Let. 62, št. št.3/4, 1995, Str. 191-198)

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