Institute of Information Theory and Automation

You are here

Bibliography

Abstract

An enhanced model parameter estimation by a slow-fast decomposition based on the first order two time-scale expansion

Papáček Štěpán, Matonoha Ctirad

: Proceedings of the PANM 21 Programy a algoritmy numericke matematiky 21 /2022/, p. 19-19

: PANM 21 Programy a algoritmy numericke matematiky 21 /2022/, (Jablonec nad Nisou, CZ, 20220619)

: GA21-03689S, GA ČR

: Dynamical systems, Estimated parameters

: http://library.utia.cas.cz/separaty/2023/TR/papacek-0566422.pdf

(eng): 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.

: BC

: 20205

2019-01-07 08:39