An adaptive meta-model has been implemented into a model updating formulation. Kriging estimates are constructed by reduced-order models. The approach is used for updating finite element models using simulated response data. Computational effort is reduced to manageable levels. Numerical efficiency is achieved without compromising the accuracy of the results.