带扰动的混沌神经网络的研究

doi:10.3778/j.issn.1002-8331.2008.36.018

计算机工程与应用 ›› 2008, Vol. 44 ›› Issue (36): 66-69.DOI: 10.3778/j.issn.1002-8331.2008.36.018

带扰动的混沌神经网络的研究

徐耀群^1,2,何少平²,张莉²

1.哈尔滨商业大学系统工程研究所，哈尔滨 150028
2.哈尔滨商业大学计算机与信息工程学院，哈尔滨 150028

收稿日期:2008-06-17 修回日期:2008-09-27 出版日期:2008-12-21 发布日期:2008-12-21
通讯作者: 徐耀群

Research on chaotic neural network with disturbance

XU Yao-qun^1,2,HE Shao-ping²,ZHANG Li²

1.Institute of System Engineering，Harbin University of Commerce，Harbin 150028，China
2.School of Computer and Information Engineering，Harbin University of Commerce，Harbin 150028，China

Received:2008-06-17 Revised:2008-09-27 Online:2008-12-21 Published:2008-12-21
Contact: XU Yao-qun

摘要/Abstract

摘要： 为了研究混沌神经网络的抗扰动能力，在Chen’s混沌神经网络中引入了三角函数扰动项，研究了带扰动的Chen’s混沌神经元模型，给出了该混沌神经元的倒分岔图和Lyapunov指数图，分析了其动力学特性。基于该混沌神经元模型，构造了带扰动的Chen’s混沌神经网络，并将其应用于函数优化和旅行商问题（TSP）。仿真结果表明：Chen’s混沌神经网络有一定的抗扰动能力。

Abstract: In order to study the anti-disturbance of chaotic neural network，the trigonometric function disturbance is introduced into Chen’s chaotic neural network and chaotic neural units with disturbance are studied.The reversed bifurcation and the maximum Lyapunov exponent are given and the dynamic system is analyzed.Based on the neuron model，the Chen’s chaotic neural network with disturbance is made and used to functions’ optimization and Traveling Salesman Problems（TSP）.The simulation results indicate that Chen’s neural network has some capability of anti-disturbance.

徐耀群^1,2,何少平²,张莉². 带扰动的混沌神经网络的研究[J]. 计算机工程与应用, 2008, 44(36): 66-69.

XU Yao-qun^1,2,HE Shao-ping²,ZHANG Li². Research on chaotic neural network with disturbance[J]. Computer Engineering and Applications, 2008, 44(36): 66-69.

带扰动的混沌神经网络的研究

Research on chaotic neural network with disturbance

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