Jr. Stewart et Tjr. Hughes, A TUTORIAL IN ELEMENTARY FINITE-ELEMENT ERROR ANALYSIS - A SYSTEMATICPRESENTATION OF A-PRIORI AND A-POSTERIORI ERROR-ESTIMATES, Computer methods in applied mechanics and engineering, 158(1-2), 1998, pp. 1-22
This paper provides a tutorial on the derivation of a priori and expli
cit residual-based a posteriori error estimates for Galerkin finite el
ement discretizations of general linear elliptic operators. For simpli
city, the presentation is in one dimension, although extensions to mul
tidimensions should be straightforward. The structures of explicit res
idual-based a posteriori error estimators and a priori error estimator
s are very similar-they are each in the form of an upper bound on the
error measured in some norm. The structures of their derivations also
follow similar lines. It is therefore appropriate to present and discu
ss a priori and a posteriori error estimators in parallel. In this pap
er error bounds are obtained for the error measured in the energy norm
and the L-2 norm. In addition, symmetric, nonsymmetric, positive defi
nite and indefinite operators are discussed. A priori estimates for no
nsymmetric operators are treated with a novel approach involving the i
ntroduction of the skew norm. Special attention is given to the advect
ion-diffusion equation (a nonsymmetric operator) and the Helmholtz equ
ation (an indefinite operator). We systematically describe the necessa
ry steps in deriving a priori and a posteriori error estimates, and pr
ovide a simplified understanding of their differences as well as their
similarities. (C) 1998 Elsevier Science S.A.