Title of article :
Generalized polynomial chaos and random oscillators
Author/Authors :
D. LUCOR and G. E. KARNIADAKIS، نويسنده , , C.-H. Su، نويسنده , , G. E. Karniadakis، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2004
Abstract :
We present a new approach to obtain solutions for general random oscillators using a broad class of
polynomial chaos expansions, which are more efficient than the classical Wiener–Hermite expansions.
The approach is general but here we present results for linear oscillators only with random forcing
or random coefficients. In this context, we are able to obtain relatively sharp error estimates in the
representation of the stochastic input as well as the solution. We have also performed computational
comparisons with Monte Carlo simulations which show that the new approach can be orders of
magnitude faster, especially for compact distributions
Keywords :
Polynomial chaos , Uncertainty , stochastic modelling
Journal title :
International Journal for Numerical Methods in Engineering
Journal title :
International Journal for Numerical Methods in Engineering