M. Ainsworth et I. Babuska, Reliable and robust a posteriori error estimation for singularly perturbedreaction-diffusion problems, SIAM J NUM, 36(2), 1999, pp. 331-353
Problems with singular perturbations exhibit solutions with strong boundary
layers and other types of local behavior. Such features lend themselves to
adaptive solution methods. The quality of any adaptive algorithm ultimatel
y rests on the reliability and robustness of the a posteriori error control
. An estimator that has proved to be one of the most reliable is the equili
brated residual method. The main property of the estimator is that it bound
s the true error from above. However, the method is not robust in the singu
larly perturbed limit.
The current work generalizes the error estimator based on the equilibrated
residuals and coincides with the standard method in the unperturbed limit.
It is shown that the new method is robust in the singularly perturbed limit
while maintaining reliability, yielding a guaranteed upper bound on the tr
ue error. Finally, the application of the estimator to the problem of contr
olling the spatial error in Rothe's method for the time discretization of a
simple parabolic problem is included.