- Conference Paper
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. Show more
Book titleProceedings of the 17th IFAC World Congress
Journal / seriesIFAC Proceedings Volumes
Pages / Article No.
SubjectBiological systems; Jump Markov systems; Parameter estimation; Uncertainty descriptions; Complex systems; Application of nonlinear analysis and design
Organisational unit03751 - Lygeros, John / Lygeros, John
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