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研究了一类具有时滞的细胞神经网络的鲁棒稳定性问题,利用Lyapunov-Krasovskii泛函的方法,给出了时滞橱关的稳定性判据。稳定性判据是以线性矩阵不等式的形式给出,可以很容易得出时滞的上界。在得到时滞相关的稳定性判据的同时也可以得到时滞无关的稳定性判据。最后,数值算倒说明了本文结果的优越性。 相似文献
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针对带有线性的时滞系统稳定性与低保守性是该领域研究的主要问题。由此提出基于Lyapunov-krasovskii泛函的线性时滞系统低保守性研究方法。对Lyapunov-krasovskii泛函进行构造,将自由权矩阵的牛顿-莱布尼兹的公式引入到Lyapunov-krasovskii泛函分析中,对泛函导数的交叉项进行界定,基于Lyapunov的稳定性的定理,得出线性矩阵时滞相关的稳定性准则,并由数值的算例表明,该稳定性的准则能使时滞系统得到更大时滞的上界,具有较好的稳定性,与当前存在的结果相对比具有更低的保守性。 相似文献
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本文针对离散区间2-D系统的二次稳定性问题,给出了线性矩阵不等式形式的判定条件。所得结论利用Matlab可以非常方便地求解,同时条件的必要性表明在某些情况下结论的保守性小。所给出的数值算例表明该判定条件可以有效地判定离散区间2-D系统是否二次稳定。 相似文献
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讨论了广义神经网络的全局鲁棒稳定性问题,利用Lyapunov稳定性理论和线性矩阵不等式技术,给出时滞依赖的鲁棒稳定性准则,该准则消除了对时变时滞导数的限制,从而降低了保守性,并且通过数值算例验证了结论的可行性和有效性。 相似文献
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针对不确定时滞相关广义系统的H∞鲁棒控制问题进行研究,目的是设计线性无记忆状态反馈控制器,使得对闭环系统所有的允许的不确定性正则、无脉冲、稳定且具有满意的H∞性能.将时滞相关广义系统的新有界实引理以严格的不等式线性矩阵方法给出,这些都是通过引入新的Lyapunov-Krasovskii泛函,使用詹森不等式得出的.其次,在新的有界实引理的基础上给出了(不确定)时滞相关广义系统的(鲁棒)控制器存在的充分条件.所得出的结果都以严格的线性矩阵不等式形式表示并且都是时滞相关的,未涉及系统矩阵的分解.最后,通过数值算例说明了该方法具有较小的保守性和有效性. 相似文献
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研究一种带时滞的基因调控网络(GRN)的全局渐进稳定性证明与推导,引入自组织映射泛函稳定性理论,加入自由权值矩阵,提出通过自组织映射泛函引入辅助矩阵对GRN全局渐进稳定性进行分析证明的方法。在自组织映射泛函中引入了一个新的状态项,包含了一个积分叉积项,提供额外的自由度较少保守性,推导得出GRN系统是全局渐进稳定性的推论。证明结论和得出的推论能有效验证GRN系统的全局渐进稳定性,能得到传统方法不能求解的可行解,相比传统方法更具有一般性和普适性。 相似文献
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This paper investigates the problem of stabilization for fuzzy sampled-data systems with variable sampling. A novel Lyapunov–Krasovskii functional (LKF) is introduced to the fuzzy systems. The benefit of the new approach is that the LKF develops more information about actual sampling pattern of the fuzzy sampled-data systems. In addition, some symmetric matrices involved in the LKF are not required to be positive definite. Based on a recently introduced Wirtinger-based integral inequality that has been shown to be less conservative than Jensen’s inequality, much less conservative stabilization conditions are obtained. Then, the corresponding sampled-data controller can be synthesized by solving a set of linear matrix inequalities (LMIs). Finally, an illustrative example is given to show the feasibility and effectiveness of the proposed method. 相似文献
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In this paper, the stability of grey discrete-time systems is discussed whose state matrices are interval matrices. A new approach is obtained which guarantee the stability of grey discrete-time systems. The sufficient condition for robust stability of grey time delay systems subjected to interval systems is also derived. By mathematical analysis, the stability criterion is less conservative than those in previous results. Examples are given to compare the proposed method with reported recently. 相似文献
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This paper is concerned with exploring less conservative stability conditions for a class of switched positive linear systems. A switched matrix-parameterized copositive Lyapunov function (SMPCLF) is first introduced, where “matrix-parameterized” implies that the parameters of the constructed Lyapunov function are distributed in a matrix, which is different from the traditional vector-parameterized copositive Lyapunov function. Based on the proposed SMPCLF, a new stability criterion is derived for the underlying systems under arbitrary switching. Furthermore, by performing higher order relaxations in the SMPCLF and its time difference by positive states, the conservativeness can be further reduced. A numerical example is given to demonstrate the effectiveness and advantages of the obtained theoretical results. 相似文献
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《Journal of The Franklin Institute》2023,360(2):1478-1493
This paper investigates stability of linear systems with multiple/single time-delays. Firstly, a three-level cascade augmented Lyapunov-Krasovskii (L-K) functional is introduced, in which interconnect information among delayed state vectors is fully taken into account. Based on a newly integral inequality and the cascade L-K functional, a novel stability criterion is derived for linear systems with multiple time-delays. Secondly, it is found that the proposed L-K functional is also suitable for linear systems with single time-delay if the delay-partitioning method is employed. This motivates us to obtain a less conservative stability condition for linear systems with single time-delay. Finally, Numerical examples are given to confirm the advantages of the proposed method. 相似文献
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《Journal of The Franklin Institute》2022,359(10):4976-4996
This article concerns with stability analysis of discrete linear systems with time-varying delays. Firstly, we extend a quadratic function negative-determination lemma for a single variable to the bivariate case. Secondly, we construct a novel Lyapunov-Krasovskii functional (LKF) with a quadratically delay-dependent matrix to investigate the stability of discrete-time systems with time-varying delays. Based on the proposed lemma, a new delay-variation-dependent stability criterion is derived. Finally, numerical examples are given to illustrate the theoretical result and the proposed criterion is shown to be less conservative than some previous ones. 相似文献
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Wen-Jer Chang Cheung-Chieh Ku Chia-Hao Chang 《Journal of The Franklin Institute》2012,349(8):2664-2686
This paper presents a relaxed scheme of fuzzy controller design for continuous-time nonlinear stochastic systems that are constructed by the Takagi–Sugeno (T–S) fuzzy models with multiplicative noises. Through Nonquadratic Lyapunov Functions (NQLF) and Non-Parallel Distributed Compensation (Non-PDC) control law, the less conservative Linear Matrix Inequality (LMI) stabilization conditions on solving fuzzy controllers are derived. Furthermore, in order to study the effects of stochastic behaviors on dynamic systems in real environments, the multiplicative noise term is introduced in the consequent part of fuzzy systems. For decreasing the conservatism of the conventional PDC-based fuzzy control, the NQLF stability synthesis approach is developed in this paper to obtain relaxed stability conditions for T–S fuzzy models with multiplicative noises. Finally, some simulation examples are provided to demonstrate the validity and applicability of the proposed fuzzy controller design approach. 相似文献
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Novel stability criterion is presented for the existence, uniqueness and globally asymptotic stability of the equilibrium point of a class of cellular neural networks with time-varying delays. Based on Gu's discretized Lyapunov–Krasovskii functional (LKF) theory, a novel vector LKF is introduced by dividing the variation interval of the time delay into several subintervals with equal length. By using the homeomorphism mapping principle, free-weighting matrix method and linear matrix inequality (LMI) techniques, the obtained condition is less conservative than some previous results. Three examples are also given to show the effectiveness of the presented criterion. 相似文献
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Takagi-Sugeno (T-S) fuzzy models can provide an effective representation of complex nonlinear systems with a series of linear input/output submodels in terms of fuzzy sets and fuzzy reasoning. In this paper, the T-S fuzzy model approach is extended to the stability analysis and controller design for nonlinear systems with time delays. An improved stability condition is proposed by introducing adjustable parameters into the Lyapunov-Krasovskii functional. Stabilization approach for fuzzy state feedback is also presented. Sufficient conditions for the existence of fuzzy feedback gain are derived through the numerical solution of a set of obtained linear matrix inequalities (LMIs). Compared with the existing methods in the literature, the proposed approach has less conservatism and both the sizes of delay and its derivative are involved in the criterion. The dynamical performance of the system can be adjusted by changing the adjustable parameters. Finally, two examples are given to show the effectiveness of the proposed approach. 相似文献
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Min Wu Chen Peng Jin Zhang Minrui Fei Yuchu Tian 《Journal of The Franklin Institute》2017,354(12):4955-4965
This paper deals with stability of discrete-time systems with an interval-like time-varying delay. By constructing a novel augmented Lyapunov functional and using an improved finite-sum inequality to deal with some sum-terms appearing in the forward difference of the Lyapunov functional, a less conservative stability criterion is obtained for the system under study if compared with some existing methods. Moreover, as a special case, the stability of discrete-time systems with a constant time delay is also investigated. Three numerical examples show that the derived stability criteria are less conservative and require relatively small number of decision variables. 相似文献