Article ID Journal Published Year Pages File Type
711350 IFAC Proceedings Volumes 2008 6 Pages PDF
Abstract

Genetic regulatory networks are families of biochemically interacting genes that regulate most functions of a living cell via the synthesis of proteins and other essential molecules. In this paper we introduce a piecewise deterministic model of genetic network and devise a systematic procedure for the identification of the model parameters from experimental observations of the protein concentration dynamics. Numerical results on simulated data are presented to show the effectiveness of our method.

Related Topics
Physical Sciences and Engineering Engineering Computational Mechanics
Authors
, , ,