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Synchronization criteria for coupled Hopfield neural networks with time-varying delays 被引量:1
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作者 M.J.Park O.M.Kwon +2 位作者 Ju H.Park S.M.Lee E.J.Cha 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第11期140-150,共11页
This paper proposes new delay-dependent synchronization criteria for coupled Hopfield neural networks with time-varying delays. By construction of a suitable Lyapunov Krasovskii's functional and use of Finsler's lem... This paper proposes new delay-dependent synchronization criteria for coupled Hopfield neural networks with time-varying delays. By construction of a suitable Lyapunov Krasovskii's functional and use of Finsler's lemma, novel synchronization criteria for the networks are established in terms of linear matrix inequalities (LMIs) which can be easily solved by various effective optimization algorithms. Two numerical examples are given to illustrate the effectiveness of the proposed methods. 展开更多
关键词 Hopfield neural networks coupling delay SYNCHRONIZATION Lyapunov method
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Synchronization of stochastically hybrid coupled neural networks with coupling discrete and distributed time-varying delays
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作者 唐漾 钟恢凰 方建安 《Chinese Physics B》 SCIE EI CAS CSCD 2008年第11期4080-4090,共11页
A general model of linearly stochastically coupled identical connected neural networks with hybrid coupling is proposed, which is composed of constant coupling, coupling discrete time-varying delay and coupling distri... A general model of linearly stochastically coupled identical connected neural networks with hybrid coupling is proposed, which is composed of constant coupling, coupling discrete time-varying delay and coupling distributed timevarying delay. All the coupling terms are subjected to stochastic disturbances described in terms of Brownian motion, which reflects a more realistic dynamical behaviour of coupled systems in practice. Based on a simple adaptive feedback controller and stochastic stability theory, several sufficient criteria are presented to ensure the synchronization of linearly stochastically coupled complex networks with coupling mixed time-varying delays. Finally, numerical simulations illustrated by scale-free complex networks verify the effectiveness of the proposed controllers. 展开更多
关键词 stochastically hybrid coupling discrete and distributed time-varying delays complex dynamical networks chaotic neural networks
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ADAPTIVE PINNING SYNCHRONIZATION OF COUPLED NEURAL NETWORKS WITH MIXED DELAYS AND VECTOR-FORM STOCHASTIC PERTURBATIONS 被引量:4
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作者 杨鑫松 曹进德 《Acta Mathematica Scientia》 SCIE CSCD 2012年第3期955-977,共23页
In this article, we consider the global chaotic synchronization of general cou- pled neural networks, in which subsystems have both discrete and distributed delays. Stochastic perturbations between subsystems are also... In this article, we consider the global chaotic synchronization of general cou- pled neural networks, in which subsystems have both discrete and distributed delays. Stochastic perturbations between subsystems are also considered. On the basis of two sim- ple adaptive pinning feedback control schemes, Lyapunov functional method, and stochas- tic analysis approach, several sufficient conditions are developed to guarantee global syn- chronization of the coupled neural networks with two kinds of delay couplings, even if only partial states of the nodes are coupled. The outer-coupling matrices may be symmetric or asymmetric. Unlike existing results that an isolate node is introduced as the pinning target, we pin to help the network realizing synchronization without introducing any iso- late node when the network is not synchronized. As a by product, sufficient conditions under which the network realizes synchronization without control are derived. Numerical simulations confirm the effectiveness of the obtained results. 展开更多
关键词 coupled neural networks mixed delays SYNCHRONIZATION vector-form noises PINNING ADAPTIVE asymmetric coupling
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Pinning synchronization of time-varying delay coupled complex networks with time-varying delayed dynamical nodes 被引量:1
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作者 王树国 姚洪兴 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第5期119-125,共7页
This paper deals with the pinning synchronization of nonlinearly coupled complex networks with time-varying coupling delays and time-varying delays in the dynamical nodes.We control a part of the nodes of the complex ... This paper deals with the pinning synchronization of nonlinearly coupled complex networks with time-varying coupling delays and time-varying delays in the dynamical nodes.We control a part of the nodes of the complex networks by using adaptive feedback controllers and adjusting the time-varying coupling strengths.Based on the Lyapunov-Krasovskii stability theory for functional differential equations and a linear matrix inequality(LMI),some sufficient conditions for the synchronization are derived.A numerical simulation example is also provided to verify the correctness and the effectiveness of the proposed scheme. 展开更多
关键词 complex networks adaptive feedback controllers time-varying delays pinning controllers
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Impulsive control of nonlinear systems with time-varying delays 被引量:2
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作者 于永斌 鲍景富 +3 位作者 张洪斌 钟其水 廖晓峰 虞厥邦 《Chinese Physics B》 SCIE EI CAS CSCD 2008年第7期2377-2387,共11页
A whole impulsive control scheme of nonlinear systems with time-varying delays, which is an extension for impulsive control of nonlinear systems without time delay, is presented in this paper. Utilizing the Lyapunov f... A whole impulsive control scheme of nonlinear systems with time-varying delays, which is an extension for impulsive control of nonlinear systems without time delay, is presented in this paper. Utilizing the Lyapunov functions and the impulsive-type comparison principles, we establish a series of different conditions under which impulsively controlled nonlinear systems with time-varying delays are asymptotically stable. Then we estimate upper bounds of impulse interval and time-varying delays for asymptotically stable control. Finally a numerical example is given to illustrate the effectiveness of the method. 展开更多
关键词 impulsive control time-varying delays impulsive delay systems Lyapunov functions A
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DYNAMICS OF NEW CLASS OF HOPFIELD NEURAL NETWORKS WITH TIME-VARYING AND DISTRIBUTED DELAYS 被引量:3
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作者 Adnene ARBI Farouk CHERIF +1 位作者 Chaouki AOUITI Abderrahmen TOUATI 《Acta Mathematica Scientia》 SCIE CSCD 2016年第3期891-912,共22页
In this paper, we investigate the dynamics and the global exponential stability of a new class of Hopfield neural network with time-varying and distributed delays. In fact, the properties of norms and the contraction ... In this paper, we investigate the dynamics and the global exponential stability of a new class of Hopfield neural network with time-varying and distributed delays. In fact, the properties of norms and the contraction principle are adjusted to ensure the existence as well as the uniqueness of the pseudo almost periodic solution, which is also its derivative pseudo almost periodic. This results are without resorting to the theory of exponential dichotomy. Furthermore, by employing the suitable Lyapunov function, some delayindependent sufficient conditions are derived for exponential convergence. The main originality lies in the fact that spaces considered in this paper generalize the notion of periodicity and almost periodicity. Lastly, two examples are given to demonstrate the validity of the proposed theoretical results. 展开更多
关键词 delayed functional differential equations neural networks pseudo-almost peri- odic solution global exponential stability time-varying and distributed delays fixed point theorem
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New results on stability criteria for neural networks with time-varying delays 被引量:2
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作者 O.M.Kwon J.W.Kwon S.H.Kim 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第5期163-173,共11页
In this paper, the problem of stability analysis for neural networks with time-varying delays is considered. By constructing a new augmented Lyapunov-Krasovskii's functional and some novel analysis techniques, improv... In this paper, the problem of stability analysis for neural networks with time-varying delays is considered. By constructing a new augmented Lyapunov-Krasovskii's functional and some novel analysis techniques, improved delaydependent criteria for checking the stability of the neural networks are established. The proposed criteria are presented in terms of linear matrix inequalities (LMIs) which can be easily solved and checked by various convex optimization algorithms. Two numerical examples are included to show the superiority of our results. 展开更多
关键词 neural networks time-varying delays STABILITY Lyapunov method
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Noise analysis and measurement of time delay and integration charge coupled device 被引量:4
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作者 王德江 张涛 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第8期348-353,共6页
Time delay and integration (TDI) charge coupled device (CCD) noise sets a fundamental limit on image sensor performance, especially under low illumination in remote sensing applications. After introducing the comp... Time delay and integration (TDI) charge coupled device (CCD) noise sets a fundamental limit on image sensor performance, especially under low illumination in remote sensing applications. After introducing the complete sources of CCD noise, we study the effects of TDI operation mode on noise, and the relationship between different types of noise and number of the TDI stage. Then we propose a new technique to identify and measure sources of TDI CCD noise employing mathematical statistics theory, where theoretical analysis shows that noise estimated formulation converges well. Finally, we establish a testing platform to carry out experiments, and a standard TDI CCD is calibrated by using the proposed method. The experimental results show that the noise analysis and measurement methods presented in this paper are useful for modeling TDI CCDs. 展开更多
关键词 time delay and integration charge coupled device noise measurement remote sensingapplication
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Exponential synchronization of complex dynamical networks with Markovian jumping parameters using sampled-data and mode-dependent probabilistic time-varying delays 被引量:2
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作者 R.Rakkiyappan N.Sakthivel S.Lakshmanan 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第2期49-63,共15页
In this paper, the problem of exponential synchronization of complex dynamical networks with Markovian jumping parameters using sampled-data and Mode-dependent probabilistic time-varying coupling delays is investigate... In this paper, the problem of exponential synchronization of complex dynamical networks with Markovian jumping parameters using sampled-data and Mode-dependent probabilistic time-varying coupling delays is investigated. The sam- pling period is assumed to be time-varying and bounded. The information of probability distribution of the time-varying delay is considered and transformed into parameter matrices of the transferred complex dynamical network model. Based on the condition, the design method of the desired sampled data controller is proposed. By constructing a new Lyapunov functional with triple integral terms, delay-distribution-dependent exponential synchronization criteria are derived in the form of linear matrix inequalities. Finally, two numerical examples are given to illustrate the effectiveness of the proposed methods. 展开更多
关键词 complex networks exponential synchronization mode-dependent time-varying delays linear ma- trix inequalities sampled-data control
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An improved impulsive control approach to nonlinear systems with time-varying delays 被引量:2
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作者 张化光 符洁 +1 位作者 马铁东 佟绍成 《Chinese Physics B》 SCIE EI CAS CSCD 2009年第3期969-974,共6页
A scheme for the impulsive control of nonlinear systems with time-varying delays is investigated in this paper. Based on the Lyapunov-like stability theorem for impulsive functional differential equations (FDEs), so... A scheme for the impulsive control of nonlinear systems with time-varying delays is investigated in this paper. Based on the Lyapunov-like stability theorem for impulsive functional differential equations (FDEs), some sufficient conditions are presented to guarantee the uniform asymptotic stability of impulsively controlled nonlinear systems with time-varying delays. These conditions are more effective and less conservative than those obtained. Finally, two numerical examples are provided to demonstrate the effectiveness of the proposed method. 展开更多
关键词 impulsive control time-varying delays impulsive functional differential equations Lyapunov-like stability theorem
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Pinning impulsive synchronization of stochastic delayed coupled networks 被引量:1
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作者 唐漾 黃偉強 +1 位作者 方建安 苗清影 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第4期187-196,共10页
In this paper, the pinning synchronization problem of stochastic delayed complex network (SDCN) is investigated by using a novel hybrid pinning controller. The proposed hybrid pinning controller is composed of adapt... In this paper, the pinning synchronization problem of stochastic delayed complex network (SDCN) is investigated by using a novel hybrid pinning controller. The proposed hybrid pinning controller is composed of adaptive controller and impulsive controller, where the two controllers are both added to a fraction of nodes in the network. Using the Lyapunov stability theory and the novel hybrid pinning controller, some sufficient conditions are derived for the exponential synchronization of such dynamical networks in mean square. Two numerical simulation examples are provided to verify the effectiveness of the proposed approach. The simulation results show that the proposed control scheme has a fast convergence rate compared with the conventional adaptive pinning method. 展开更多
关键词 time-varying delay pinning impulsive synchronization stochastic complex network exponential synchronization
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Hopf bifurcation control for a coupled nonlinear relative rotation system with time-delay feedbacks 被引量:1
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作者 刘爽 李雪 +1 位作者 谈书贤 李海滨 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第10期299-305,共7页
This paper investigates the Hopf bifurcations resulting from time delay in a coupled relative-rotation system with time- delay feedbacks. Firstly, considering external excitation, the dynamical equation of relative ro... This paper investigates the Hopf bifurcations resulting from time delay in a coupled relative-rotation system with time- delay feedbacks. Firstly, considering external excitation, the dynamical equation of relative rotation nonlinear dynamical system with primary resonance and 1:1 internal resonance under time-delay feedbacks is deduced. Secondly, the averaging equation is obtained by the multiple scales method. The periodic solution in a closed form is presented by a perturbation approach. At last, numerical simulations confirm that time-delay theoretical analyses have influence on the Hopf bifurcation point and the stability of periodic solution. 展开更多
关键词 relative rotation coupled nonlinear system BIFURCATION time delay
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H∞ synchronization of chaotic neural networks with time-varying delays 被引量:1
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作者 O. M. Kwon M. J. Park +2 位作者 Ju H. Park S. M. Lee E. J. Cha 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第11期244-252,共9页
In this paper, we investigate the problem of H∞ synchronization for chaotic neural networks with time-varying delays. A new model of the networks with disturbances in both master and slave systems is presented. By co... In this paper, we investigate the problem of H∞ synchronization for chaotic neural networks with time-varying delays. A new model of the networks with disturbances in both master and slave systems is presented. By constructing a suitable Lyapunov–Krasovskii functional and using a reciprocally convex approach, a novel H∞ synchronization criterion for the networks concerned is established in terms of linear matrix inequalities (LMIs) which can be easily solved by various effective optimization algorithms. Two numerical examples are given to illustrate the effectiveness of the proposed method. 展开更多
关键词 chaotic neural networks time-varying delays H∞ synchronization Lyapunov method
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Phase synchronization and synchronization frequency of two-coupled van der Pol oscillators with delayed coupling 被引量:1
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作者 Hossein Gholizade-Narm Asad Azemi Morteza Khademi 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第7期79-83,共5页
In this paper, phase synchronization and the frequency of two synchronized van der Pol oscillators with delay coupling are studied. The dynamics of such a system are obtained using the describing function method, and ... In this paper, phase synchronization and the frequency of two synchronized van der Pol oscillators with delay coupling are studied. The dynamics of such a system are obtained using the describing function method, and the necessary conditions for phase synchronization are also achieved. Finding the vicinity of the synchronization frequency is the major advantage of the describing function method over other traditional methods. The equations obtained based on this method justify the phenomenon of the synchronization of coupled oscillators on a frequency either higher, between, or lower than the highest, in between, or lowest natural frequency of the aggregate oscillators. Several numerical examples simulate the different cases versus the various synchronization frequency delays. 展开更多
关键词 van der Pol oscillator delay coupling phase synchronization synchronization frequency
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Modified coupled map car-following model and its delayed feedback control scheme 被引量:1
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作者 葛红霞 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第9期69-76,共8页
A modified coupled map car-following model is proposed, in which two successive vehicle headways in front of the considering vehicle is incorporated into the optimal velocity function. The steady state under certain c... A modified coupled map car-following model is proposed, in which two successive vehicle headways in front of the considering vehicle is incorporated into the optimal velocity function. The steady state under certain conditions is obtained. An error system around the steady state is studied further. Moreover, the condition for the state having no traffic jam is derived. A new control scheme is presented to suppress the traffic jam in the modified coupled map car-following model under the open boundary. A control signal including the velocity differences between the following and the considering vehicles, and between the preceding and the considering vehicles is used. The condition under which the traffic jam can be well suppressed is analysed. The results are compared with that presented by t^onishi et al. (the KKH model). The simulation results show that the temporal behaviour obtained in our model is better than that in the KKH model. The simulation results are in good agreement with the theoretical analysis. 展开更多
关键词 traffic flow coupled map carwfollowing model optimal velocity function delayed feed-back control
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Global Exponential Stability of Almost Periodic Solution of Cellular Neural Networks with Time-Varying Delays 被引量:2
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作者 Jing Liu Pei-Yong Zhu 《Journal of Electronic Science and Technology of China》 2007年第3期238-242,共5页
In this paper, global exponential stability of almost periodic solution of cellular neural networks with time-varing delays (CNNVDs) is considered. By using the methods of the topological degree theory and generaliz... In this paper, global exponential stability of almost periodic solution of cellular neural networks with time-varing delays (CNNVDs) is considered. By using the methods of the topological degree theory and generalized Halanay inequality, a few new applicable criteria are established for the existence and global exponential stability of almost periodic solution. Some previous results are improved and extended in this letter and one example is given to illustrate the effectiveness of the new results. 展开更多
关键词 Almost periodic solution cellular neural networks with time-varying delays (CNNVDs) global exponential stability topological degree theory.
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Time-varying coupling-induced logical stochastic resonance in a periodically driven coupled bistable system
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作者 Yuangen Yao 《Chinese Physics B》 SCIE EI CAS CSCD 2021年第6期188-192,共5页
Coupling-induced logical stochastic resonance(LSR) can be observed in a noise-driven coupled bistable system where the behaviors of system can be interpreted consistently as a specific logic gate in an appropriate noi... Coupling-induced logical stochastic resonance(LSR) can be observed in a noise-driven coupled bistable system where the behaviors of system can be interpreted consistently as a specific logic gate in an appropriate noise level. Here constant coupling is extended to time-varying coupling, and then we investigate the effect of time-varying coupling on LSR in a periodically driven coupled bistable system. When coupling intensity oscillates periodically with the same frequency with periodic force or relatively high frequency, the system successfully yields the desired logic output. When coupling intensity oscillates irregularly with phase disturbance, large phase disturbance reduces the area of optimal parameter region of coupling intensity and response speed of logic devices. Although the system behaves as a desired logic gate when the frequency of time-periodic coupling intensity is precisely equal to that of periodic force, the desired logic gate is not robust against tiny frequency difference and phase disturbance. Therefore, periodic coupling intensity with high frequency ratio is an optimal option to obtain a reliable and robust logic operation. 展开更多
关键词 logical stochastic resonance coupled bistable system time-varying coupling Wiener process
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Improved delay-dependent robust H_∞ control of an uncertain stochastic system with interval time-varying and distributed delays
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作者 M.Syed Ali R.Saravanakumar 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第12期5-13,共9页
In this paper, the robust H∞control problem for a class of stochastic systems with interval time-varying and distributed delays is discussed. The system under study involves parameter uncertainty, stochastic disturba... In this paper, the robust H∞control problem for a class of stochastic systems with interval time-varying and distributed delays is discussed. The system under study involves parameter uncertainty, stochastic disturbance, interval time-varying,and distributed delay. The aim is to design a delay-dependent robust H∞control which ensures the robust asymptotic stability of the given system and to express it in the form of linear matrix inequalities(LMIs). Numerical examples are given to demonstrate the effectiveness of the proposed method. The results are also compared with the existing results to show its conservativeness. 展开更多
关键词 distributed delay interval time-varying delay H∞control linear matrix inequality(LMI) stochastic systems
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Robust H_∞ control of uncertain systems with two additive time-varying delays
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作者 M.Syed Ali R.Saravanakumar 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第9期25-34,共10页
This paper is concerned with the problem of delay-dependent robust H∞control for a class of uncertain systems with two additive time-varying delays. A new suitable Lyapunov–Krasovskii functional(LKF) with triple i... This paper is concerned with the problem of delay-dependent robust H∞control for a class of uncertain systems with two additive time-varying delays. A new suitable Lyapunov–Krasovskii functional(LKF) with triple integral terms is constructed and a tighter upper bound of the derivative of the LKF is derived. By applying a convex optimization technique, new delay-dependent robust H∞stability criteria are derived in terms of linear matrix inequalities(LMI). Based on the stability criteria, a state feedback controller is designed such that the closed-loop system is asymptotically stable.Finally, numerical examples are given to illustrate the effectiveness of the proposed method. Comparison results show that our results are less conservative than the existing methods. 展开更多
关键词 additive time-varying delays Lyapunov method H∞ control linear matrix inequality
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Novel criteria for exponential synchronization of inner time-varying complex networks with coupling delay
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作者 张群娇 赵军产 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第4期145-150,共6页
This paper mainly investigates the exponential synchronization of an inner time-varying complex network with coupling delay. Firstly, the synchronization of complex networks is decoupled into the stability of the corr... This paper mainly investigates the exponential synchronization of an inner time-varying complex network with coupling delay. Firstly, the synchronization of complex networks is decoupled into the stability of the corresponding dynamical systems. Based on the Lyapunov function theory, some sufficient conditions to guarantee its stability with any given convergence rate are derived, thus the synchronization of the networks is achieved. Finally, the results are illustrated by a simple time-varying network model with a coupling delay. All involved numerical simulations verify the correctness of the theoretical analysis. 展开更多
关键词 exponential synchronization time varying complex network coupling delay
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