A Note on the Use of Transformations in Sensitivity Computations for
Elliptic Systems
with
Dr. J.A. Burns
Interdisciplinary Center for
Applied Mathematics
Wright House (MC 0531)
West Campus Drive
Blacksburg, VA 24061
Abstract
Sensitivity analysis is an important tool in engineering with applications ranging from
optimal design to computational fluid dynamics.
There are many algorithms available for computing
sensitivities. These range from automatic differentiation techniques
to variational methods. In this paper we describe two variational methods
for computing sensitivities. We use a 1D model problem as a platform for describing and
comparing these methods. In particular, the regularity of the sensitivity equations
obtained
from each method is addressed. Numerical approximations to each sensitivity are calculated
using finite element schemes, and numerical comparisons are presented.