TY - GEN
T1 - Identification of genetic regulatory networks
T2 - 17th World Congress, International Federation of Automatic Control, IFAC
AU - Cinquemani, Eugenio
AU - Milias-Argeitis, Andreas
AU - Lygeros, John
PY - 2008/12/1
Y1 - 2008/12/1
N2 - 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.
AB - 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.
KW - Application of nonlinear analysis and design
KW - Complex systems
KW - Uncertainty descriptions
UR - http://www.scopus.com/inward/record.url?scp=79961019949&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:79961019949
SN - 9783902661005
T3 - IFAC Proceedings Volumes (IFAC-PapersOnline)
BT - Proceedings of the 17th World Congress, International Federation of Automatic Control, IFAC
PB - Elsevier
Y2 - 6 July 2008 through 11 July 2008
ER -