| In the present article, we consider the approximation characteristic of diagonal operator in probabilistic setting and average case setting, and have obtained the asymptotic degree of probabilistic linear ( n,δ)-width and p -average linear n -width of diagonal operator. diagonal matrix withwhereγis standard Gaussian measure on R m. |