Sensitivity Equation Methods for Parameter Dependent Elliptic Equations
Abstract
Sensitivity analysis is an important tool in mathematics as well as engineering
with applications ranging from model analysis to optimal design to
computational fluid dynamics. Several methodologies have
been developed for the analysis and computation of sensitivities.
This paper focuses on some theoretical aspects of using the
Continuous Sensitivity Equation Method (CSEM) for design
sensitivity analysis and computation. We concentrate on state
equations which take the form of elliptic partial differential
equations defined on parameter dependent domains. The PDEs are
then formulated in an abstract form using elliptic operator
equations. A framework is constructed which, under certain
conditions, allows one to derive an operator sensitivity
equation which can then be interpreted in the PDE sense.