Robust stability analysis of uncertain genetic regulatory networks with mixed time delays
- 240 Downloads
- 1 Citations
Abstract
This study is concerned with the robust stability problem of uncertain genetic regulatory networks (GRNs) with random discrete time delays and distributed time delays which exist both in translation process and feedback regulation process. By utilizing a novel Lyapunov–Krasovskii functional which contains some triple integral terms and takes into account the ranges of delays, we derive sufficient delay-dependent conditions to ensure the asymptotically stability of GRNs with mixed time delays. Moreover, based on the idea of “delay decomposing”, “reciprocally convex combination approach”, less conservative conditions are obtained by using the lower bound lemma together with Jensen inequality. In addition, two corollaries are also been presented. Finally, numerical examples are presented to show the effectiveness of our proposed methods.
Keywords
Robust stability Genetic regulatory networks Delay decomposing Reciprocally convex combination Lyapunov–Krasovskii functionalReferences
- 1.Somogyi R, Sniegoski C (1996) Modeling the complexity of genetic networks: understanding multigenic and pleiotropic regulation. Complexity 1:45–63MathSciNetCrossRefGoogle Scholar
- 2.Weaver DC, Workman CT, Storm GD (1999) Modeling regulatory networks with weight matrices. Proc Pac Symp Biocomput 4:113–123Google Scholar
- 3.Jong H (2002) Modeling and simulation of genetic regulatory systems. J Comput Biol 9:67–103CrossRefGoogle Scholar
- 4.Chen L, Aihara K (2002) Stability of genetic regulatory networks with time delay. IEEE Trans Circuits Syst I 49:602–608MathSciNetCrossRefGoogle Scholar
- 5.Smolen P, Baxter DA, Byrne JH (2000) Mathematical modeling of gene networks review. Neuron 26:567–580CrossRefGoogle Scholar
- 6.Tang Y, Wang Z, Fang J (2011) Parameters identification of unknown delayed genetic regulatory networks by a switching particle swarm optimization al gorithm. Expert Syst Appl 38:2523–2535CrossRefGoogle Scholar
- 7.Zheng C, Zhang Y, Wang Z (2014) Stability analysis of stochastic reaction-diffusion neural networks with Markovian switching and time delays in the leakage terms. Int J Mach Learn Cybern 5(1):3–12MathSciNetCrossRefGoogle Scholar
- 8.He Q, Liu D, Wu H, Ding S (2014) Robust exponential stability analysis for interval Cohen-Grossberg type BAM neural networks with mixed time delays. Int J Mach Learn Cybern 5(1):23–38CrossRefGoogle Scholar
- 9.Gan Q (2012) Adaptive synchronization of Cohen-Grossberg neural networks with unknown parameters and mixed time-varying delays. Commun Nonlinear Sci Numer Simulat 17:3040–3049MathSciNetCrossRefMATHGoogle Scholar
- 10.Liu D, Du Y (2014) New results of stability analysis for a class of neutral-type neural network with mixed time delays. Int J Mach Learn Cybern. doi: 10.1007/s13042-014-0302-9
- 11.Wu H, Li R, Wei H, Zhang X, Yao R (2014) Synchronization of a class of memristive neural networks with time delays via sampled-data control. Int J Mach Learn Cybern. doi: 10.1007/s13042-014-0271-z
- 12.Yang X, Cao J, Lu J (2012) Stochastic synchronization of complex networks with nonidentical nodes via hybrid adaptive and impulsive control. IEEE Trans Circuits Syst 59:371–384MathSciNetCrossRefGoogle Scholar
- 13.Pan W, Wang Z, Gao H (2010) On multistability of delayed genetic regulatory networks with multivariable regulation functions. Math Biosci 228:100–109MathSciNetCrossRefMATHGoogle Scholar
- 14.Wu F (2011) Global and robust stability analysis of genetic regulatory networks with time-varying delays and parameter uncertainties. IEEE Trans Biomed Circuits Syst 5(4):391–398CrossRefGoogle Scholar
- 15.Li C, Chen L, Aihara K (2006) Stability of genetic networks with SUM regulatory logic: Lure system and linear matrix inequality approach. IEEE Trans Circuits Syst Regul Pap 53(11):2451–2458MathSciNetCrossRefGoogle Scholar
- 16.Hood L, Galas D (2003) The digital code of DNA. Nature 421:444–448CrossRefGoogle Scholar
- 17.Becskei A, Serrano L (2000) Engineering stability in gene networks by autoregulation. Nature 405:590–593CrossRefGoogle Scholar
- 18.Ren F, Cao J (2008) Asympotic and robust stability of genetic regulatory networks with time-varying delays. Neurocomputing 71:834–842CrossRefGoogle Scholar
- 19.Gardner T, Cantor C, Collins J (2000) Construction of a genetic toggle switch in Escherichia coli. Nature 403:339–342CrossRefGoogle Scholar
- 20.Li C, Chen L, Aihara K (2006) Synchronization of coupled nonidentical genetic oscillators. Phys Biol 3:1478–3975CrossRefGoogle Scholar
- 21.Zhang W, Fang J, Tang Y (2011) Stochastic stability of Markovian jumping genetic regulatory networks with mixed time delays. Appl Math Comput 217:7210–7225MathSciNetMATHGoogle Scholar
- 22.Wang Y, Ma Z, Shen J, Liu Z, Chen L (2009) Periodic oscillation in delayed gene networks with SUM regulatory logic and small perturbations. Math Biosci 220:34MathSciNetCrossRefMATHGoogle Scholar
- 23.Balasubramaniam P, Sathy R (2011) Robust asymptotic stability of fuzzy Markovian jumping genetic regulatory networks with time-varying delays by delay decomposition approach. Commun Nonlinear Sci Numer Simulat 16:928–939MathSciNetCrossRefMATHGoogle Scholar
- 24.Rakkiyappan R, Balasubramaniam P (2010) Delay-probability-distribution-dependent stability of uncertain stochastic genetic regulatory netw orks with mixed time-varying delays: an LMI approach. Nonlinear Anal Hybrid Syst 4:600–607MathSciNetCrossRefMATHGoogle Scholar
- 25.Wang W, Zhong S, Liu F (2012) Robust filtering of uncertain stochastic genetic regulatory networks with time-varying delays. Chaos, Solitons & Fractals 45:915–929MathSciNetCrossRefMATHGoogle Scholar
- 26.Wang W, Zhong S, Liu F (2012) New delay-dependent stability criteria for uncertain genetic regulatory networks with time-varying delays. Neurocomputing 93:19–26CrossRefGoogle Scholar
- 27.Li C, Chen L, Aihara K (2007) Stochastic synchronization of genetic oscillator networks. BMC Syst Biol 1:1–11CrossRefGoogle Scholar
- 28.Vembarasan V, Nagamani G, Balasubramaniam P (2013) State estimation for delayed genetic regulatory networks based on passivity theory. Math Biosci 244:165–175MathSciNetCrossRefMATHGoogle Scholar
- 29.Balasubramaniam P, Jarina Banu L (2013) Robust state estimation for discrete-time genetic regulatory network with random delays. Neurocomputing 122:349–369CrossRefGoogle Scholar
- 30.Wang W, Zhong S (2012) Stochastic analysis of uncertain genetic regulatory networks with mixed time-varying delays. Neurocomputing 82:143–156CrossRefGoogle Scholar
- 31.Wang W, Nguang S, Zhong S, Liu F (2013) Robust stability analysis of stochastic delayed genetic regulatory networks with polytopic uncertainties and linear fractional parametric uncertainties. Commun Nonlinear Sci Numer SimulatGoogle Scholar
- 32.Lou X, Ye Q, Cui B (2010) Exponential stability of genetic regulatory networks with random delays. Neurocomputing 73:759–769CrossRefGoogle Scholar
- 33.Balasubramaniam P, Rakkiyappan R, Krishnasamy R (2010) Stochastic stability of Markovian jumping uncertain stochastic genetic regulatory networks with interval time-varying delays. Math Biosci 226:97–108MathSciNetCrossRefMATHGoogle Scholar
- 34.Liang J, Lam J (2010) Robust state estimation for stochastic genetic regulatory networks. Int J Syst Sci 41:47–63MathSciNetCrossRefMATHGoogle Scholar
- 35.Liu P (2013) Robust stability analysis of genetic regulatory network with time delays. ISA Trans 52:326–334CrossRefGoogle Scholar
- 36.Wang W, Zhong S (2012) Delay-dependent stability criteria for genetic regulatory networks with time-varying delays and nonlinear disturbance. Commun Nonlinear Sci Numer Simulat 17:3597–3611MathSciNetCrossRefMATHGoogle Scholar
- 37.Wang W, Zhong S, Nguang SK, Liu F (2013) Novel delay-dependent stability criterion for uncertain genetic regulatory networks with interval time-varying delays. Neurocomputing 121:170–178CrossRefGoogle Scholar
- 38.Balasubramaniam P, Sathy R, Rakkiyappan R (2011) A delay decomposition approach to fuzzy Markovian jumping genetic regulatory networks with time-varying delays. Fuzzy Sets Syst 164:82–100MathSciNetCrossRefMATHGoogle Scholar
- 39.Cu K (2000) An integral inequality in the stability problem of time delay systems. In: Proceedings of the 39th IEEE Conference on Decision Control, p 2805–2810Google Scholar
- 40.Park P, Ko JW, Jeong CK (2011) Reciprocally convex approach to stability of systems with time-varying delays. Automatica 47:235–238MathSciNetCrossRefMATHGoogle Scholar
- 41.Boyd S, El Ghaoui L, Feron E, Balakrishnan V Linear matrix inequalities in system and control theory. Society for Industrial and Applied Mathematics, PhiladelphiaGoogle Scholar
- 42.Zhou S, Feng G, Lam J, Xu S (2005) Robust \(H_\infty \) control for discrete-time fuzzy systems via basis-dependent Lyapunov functions. Inf Sci 174:197–217MathSciNetCrossRefMATHGoogle Scholar
- 43.Lakshmanan S, Parka JH, Jung HY, Kwon OM, Rakkiyappan R (2013) A delay partitioning approach to delay-dependent stability analysis for neutral type neural networks with discrete and distributed delays. Neurocomputing 111:81–89CrossRefGoogle Scholar
- 44.Wu H, Liao X, Guo S, Feng W, Wang Z (2009) Stochastic stability for uncertain genetic regulatory network s with interval time-varying delays. Neurocomputing 72:3263–3276CrossRefGoogle Scholar