Sensitivity Theory for General Nonlinear Algebraic Equations with Constraints

The general development of a sensitivity theory for nonlinear algebraic equations with constraints is presented. Adjoint equations suitable for evaluating derivatives of system response functions with respect to input parameters are derived. The role of the solution of the constrained problem in eliminating nonessential constraints is highlighted. Two sample problems, one linear and one nonlinear, are solved to illustrate the theory.