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1.
该文利用不动点理论和微分不等式分析等技巧,研究了变时滞Hopfield神经网络概周期解存在性及其全局吸引性, 所得准则改进了相关文献的结果。  相似文献   

2.
Hopfield神经网络概周期解的存在性和全局吸引性   总被引:9,自引:0,他引:9       下载免费PDF全文
该文研究Hopfield神经网络概周期解的存在性和全局吸性,获得了该网络存在唯一概周期解的充分条件和所有解收敛于此概周期解的充分条件。  相似文献   

3.
二阶Hopfield神经网络周期解的存在性   总被引:3,自引:0,他引:3  
本文讨论了一类带有时滞的二阶Hopfield神经网络周期解的存在性问题。首先利用Brouwer不动点定理证明了平衡点的存在性,通过平衡点和拉格朗日中值定理,将高阶神经网络模型转换为一阶模型,然后利用重合度理论给出了周期解存在的充分条件。  相似文献   

4.
利用拓扑度理论中的连续性引理和推广Halanay不等式研究了变时滞的细胞神经网络的周期解的存在性及全局指数稳定性.给出了判别周期解及指数稳定性的代数判据,所得判据易于检验,具有广泛的实用性.同时,改进了已有文献的相关结论,最后通过数值例子说明结论的有效性.  相似文献   

5.
一类时滞微分系统的周期解和全局吸引性   总被引:9,自引:0,他引:9  
本文考虑如下时滞高维微分周期系统的周期解.利用重合度理论中的延拓定理和Lyapunov泛函方法讨论了上述系统周期解的存在性和全局吸引性,得到了便于应用的新结果.  相似文献   

6.
该文研究了一类具有分布滞量的微分系统的周期解的存在性、唯一性及全局吸引性等问题.利用不动点方法和Lyapunov泛函方法,建立了保证该类系统周期解的存在性、唯一性、一致稳定性及全局吸引性的充分条件.  相似文献   

7.
具有周期输入Hopfield型神经网络的全局渐近性质   总被引:4,自引:1,他引:3  
向兰  周进  刘曾荣  孙姝 《应用数学和力学》2002,23(12):1220-1226
在不假定非线性激励函数有界和可微的条件下,应用Mawhin的重合度理论及Liapunov函数法给出一类具有周期输入的Hopfield型神经网络存在周期解及其全局指数稳定的充分条件。  相似文献   

8.
一类非线性泛函微分方程的周期解及全局吸引性   总被引:1,自引:0,他引:1  
唐先华  周英告 《数学学报》2006,49(4):899-908
研究高维非线性泛函周期微分系统x(t)=A(t,x(t+·))x(t)+f(t,x(t@+·))周期解的存在性、唯一性和全局吸引性等问题,所获结果推广和改进已有文献中相关结果.  相似文献   

9.
具有分布滞量的微分系统的周期解和全局吸引性   总被引:6,自引:1,他引:6       下载免费PDF全文
利用重合度理论中的延拓定理和Lyapunov泛函方法讨论一类具有分布滞量的微分系统狓(狋)= 犃(狋)狓(狋)+∫0-狉犳(狋,狊,狓狋+狊))d狊的周期解的存在性和全局吸引性,得到了便于应用的新结果.  相似文献   

10.
夏文华 《大学数学》2006,22(6):33-37
对一类具时滞的Hopfeild型神经网络模型,在非线性神经元激励函数只要求满足Lipschitz连续的条件下,利用推广的Halanay时延微分析不等式、Dini导数以及泛函微分析技术,给出了这类模型的平衡点全局指数稳定性和全局吸引性的充分条件,这些条件易于检验,且改进和推广了前人的结论.此外,此文给出了研究神经网络模型的全局吸引性的微分不等式比较方法.  相似文献   

11.
This paper is concerned with the existence and exponential stability of positive almost periodic solutions of high-order Hopfield neural networks (HHNNs) with time-varying delays. Some sufficient conditions for the existence and exponential stability of positive almost periodic solutions are established.  相似文献   

12.
In this paper, the problem of existence and attractivity of almost periodic solutions for delayed neural field (DNF) with variable coefficients is discussed. First, the model of DNF is established as a modified neural field model. Secondly, by combining the theory of the exponential dichotomy, employing Banach fixed point theory and using differential inequality technique, some conditions for the the existence and attractivity of almost periodic solutions for the DNF are proposed.  相似文献   

13.
In this paper we investigate a class of Hopfield neural networks subject to periodic impulses. First we give sufficient conditions to ensure existence and exponential stability of the anti-periodic solutions, which are new and complementary to previously known results. Then we present an example to demonstrate our results.  相似文献   

14.
In this paper, the global stability and almost periodicity are investigated for Hopfield neural networks with continuously distributed neutral delays. Some sufficient conditions are obtained for the existence and globally exponential stability of almost periodic solution by employing fixed point theorem and differential inequality techniques. The results of this paper are new and they complement the previously known ones. Finally, an example is given to demonstrate the effectiveness of our results.  相似文献   

15.
By using the continuation theorem of coincidence degree theory and constructing suitable Lyapunov functions, the global exponential stability and periodicity are investigated for a class of delayed high-order Hopfield neural networks (HHNNs) with impulses, which are new and complement previously known results. Finally, an example with numerical simulation is given to show the effectiveness of the proposed method and results. The numerical simulation shows that our models can occur in many forms of complexities including periodic oscillation and the Gui chaotic strange attractor.  相似文献   

16.
Sufficient conditions are obtained which guarantee the uniform persistence and global attractivity of solutions for the model of hematopoiesis. Then some criteria are established for the existence, uniqueness and global attractivity of almost periodic solutions of almost periodic system.  相似文献   

17.
In this paper, by means of constructing the extended impulsive delayed Halanay inequality and by Lyapunov functional methods, we analyze the global exponential stability and global attractivity of impulsive Hopfield neural networks with time delays. Some new sufficient conditions ensuring exponential stability of the unique equilibrium point of impulsive Hopfield neural networks with time delays are obtained. Those conditions are more feasible than that given in the earlier references to some extent. Some numerical examples are also discussed in this work to illustrate the advantage of the results we obtained.  相似文献   

18.
Sufficient conditions are obtained for the existence and global attractivity of positive periodic solutions of the delay differential system with feedback control
The method involves the application of Krasnoselskii's fixed point theorem and estimates of uniform upper and lower bounds of solutions. When these results are applied to some special delay population models with multiple delays, some new results are obtained and some known results are generalized.  相似文献   

19.
In this paper, we investigate the following periodic sex-structure model:
The sufficient and realistic conditions are obtained for the existence of positive periodic solution of above system. Further, by constructing a V functional and using the result of the existence of positive periodic solutions, the global attractivity of a positive periodic solution for above system is obtained.  相似文献   

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