“…In the category of perturbation method, new tries had been made to overcome the drawbacks in that method (Elishakoff et al, 1997;Falsone and Impollonia, 2002;Kaminski, 2001). Some research works are dedicated to determine the bounds in response variability (Deodatis and Shinozuka, 1989;Deodatis et al, 2003;Papadopoulos et al, 2005) and to the dynamic and non-linear problems (Adhikari and Manohar, 1999;Anders and Hori, 1999;Galal et al, 2002;Liu et al, 1986;Li et al, 1999). In addition to the material parameters, some researchers put their focus on the evaluation of response variability due to randomness in geometrical parameters such as the thickness of plate structures and section of beams (Altus and Totry, 2003;Noh, 1996, 2000;Lawrence, 1987), due to temporal uncertainties in applied loads (Chiostrini and Facchini, 1999;Galal et al, 2002;To, 1986) and due to random temperature (Liu et al, 2001) in concrete structures.…”