A simplified method for the determination of the curvature of an error index with respect to parameters and initial states

An adjoint variable technique is developed which simplifies the calculation of the second derivatives of an error index with respect to parameters and initial states. The adjoint variable technique requires the numerical integration of only a fraction of the number of equations required by existing techniques.