Title:
Generalized Green's Functions and the
Effective Domain of Influence
Abstract:
One well-known approach
to a posteriori analysis of finite element
solutions of elliptic problems estimates
the error in a quantity of
interest in terms of residuals and a generalized
Green's function.
The generalized Green's function solves the
adjoint problem with data
related to a quantity of interest and measures
the effects of
stability, including any decay of influence
characteristic of
elliptic problems. We show that consideration
of the generalized
Green's function can be used to improve the
efficiency of the solution
process when the goal is to compute multiple
quantities of interest and/or to compute quantities of
interest that involve globally-supported
information such as
average values and norms. In the latter case,
we introduce a
solution decomposition in which we solve
a set of problems
involving localized information, and then
recover the desired
information by combining the local solutions.
By treating each
computation of a quantity of interest independently,
the maximum
number of elements required to achieve the
desired accuracy can be
decreased significantly.