Identification of Parametric Models
应用数学The identification of parametric models from experimental data is a fundamental activity among researchers and engineers in pure and applied sciences. This work addresses the topic by examining, among others, the following areas:
- choice of an appropriate model structure which allows the estimation of all parameters;
- choice of a quality criterion for rating models;
- incorporation of prior knowledge and objectives and guarding against possible outliers;
- optimization of the selected criterion and simple yet exac