We construct and analyse explicit methods for solving initial value pr
oblems for systems of differential equations with expensive right-hand
side functions whose Jacobian has its stiff eigenvalues along the neg
ative axis. Such equations arise after spatial discretization of parab
olic integro-differential equations of Volterra or Fredholm type with
nonstiff integral parts, The methods to be developed in this paper may
be interpreted as stabilized forward Euler methods. They require only
one right-hand side evaluation per step and the construction of a sta
bilizing matrix, This matrix should be tuned to the class of problems
to be integrated, In the case of parabolic integro-differential equati
ons, the stabilizing matrix will be based on Chebyshev polynomials and
will be constructed by means of recursions satisfied by these polynom
ials. This construction is related to the construction of the intermed
iate stages in the so-called Runge-Kutta-Chebyshev methods for ordinar
y differential equations. In analogy with these methods, we shall call
the stabilized Euler methods, Euler-Chebyshev methods. They are secon
d-order accurate, and although they are explicit, their stepsize restr
iction is not prescribed by the stiff eigenvalues, For integro-differe
ntial equations in which the parabolic part consists of a one-dimensio
nal diffusion term, we describe an efficient implementation of the sta
bilizing matrix, which is based on factorization properties of Chebysh
ev polynomials. (C) 1997 Published by Elsevier Science B.V.