An enhanced model parameter estimation by a slow-fast decomposition based on the first order two time-scale expansion
Abstract
Some dynamical systems, e.g. biochemical networks, are characterized by more than one time scale. On the paradigmatic example of a drug-induced enzyme production we show how the slow-fast decomposition can serve for an enhanced parameter estimation when the slowly changing features are rigorously incorporated.