Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
711350 | IFAC Proceedings Volumes | 2008 | 6 Pages |
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.
Keywords
Related Topics
Physical Sciences and Engineering
Engineering
Computational Mechanics
Authors
Eugenio Cinquemani, Andreas Milias-Argeitis, John Lygeros,