An Augmented Lagrangian Method for Parameter Identifications in Parabolic Systems

The identification of parameters in parabolic systems is formulated as a constrained minimization problem combining the output least squares and the equation error method. The minimization problem is then proved to be equivalent to the saddle-point problem of an augmented Lagrangian.