The problem of approximating a given function by Dirichlet series with nonn
egative coefficients is associated with the discrete spectral representatio
n of the relaxation modulus in rheology. The main result of this paper is t
hat if a function can be approximated arbitrarily closely by Dirichlet seri
es with nonnegative coefficients in supremum norm or L-p-norm. 1 less than
or equal to p < infinity, then it must be completely monotonic, (C) 2001 Ac
ademic Press.