Title :
Robust stability analysis of stochastic genetic regulatory networks with discrete and distributed delay in both mRNA and protein dynamics
Author :
Salimpour, Alireza ; Sojoodi, Mahdi ; Majd, Vahid Johari
Author_Institution :
Intell. Control Syst. Lab., Tarbiat Modares Univ., Tehran, Iran
Abstract :
This paper addresses robust stability of genetic regulatory networks (GRNs) with stochastic perturbation and discrete and distributed time-varying delays. Aside from discrete delays, there are few results about stability of GRNs with distributed delay. In this paper, noise perturbation and delays have been considered in both mRNA and protein dynamics. Based on Lyapunov functional approach and linear matrix inequality (LMI) techniques, sufficient conditions are established to guarantee the robust stability of genetic regulatory networks. Stability conditions are derived in the form of LMIs, which are very easy to be verified. An example is presented to verify the theoretical results.
Keywords :
biochemistry; biology; delays; genetics; linear matrix inequalities; macromolecules; proteins; stability; time-varying systems; Lyapunov functional approach; distributed time-varying delay; linear matrix inequality; mRNA; noise perturbation; protein dynamics; robust stability analysis; stochastic genetic regulatory network; stochastic perturbation; Biological system modeling; Delay effects; Differential equations; Genetics; Proteins; Robust stability; Stochastic processes; Stochastic resonance; Stochastic systems; Working environment noise; LMI; genetic regulatory networks; stochastic stability; systems biology; uncertainty;
Conference_Titel :
Cybernetics and Intelligent Systems (CIS), 2010 IEEE Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-6499-9
DOI :
10.1109/ICCIS.2010.5518588