Shannon Wavelet Chaotic Neural Network with Chaotic Noise

被引：0
|
作者：
Xu, Yao-qun [1 ]
Liu, Jian [1 ]
机构：
[1] Harbin Univ Commerce, Inst Syst Engn, Harbin 150028, Peoples R China
来源：
NINTH WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS, VOLS I-III | 2010年
关键词：
chaotic neural network; Lyapunov exponents; Shannon wavelet; traveling salesman problem;
D O I：
暂无
中图分类号：
F [经济];
学科分类号：
02 ;
摘要：
Shannon Wavelet chaotic neural network with chaotic noise was presented, and the chaotic mechanism was introduced by the attenuation of the self-feedback connection weight. First, the figures of the reversed bifurcation and the maximal Lyapunov exponents of single neural unit were given. Second, the new model was applied to solve function optimizations. Finally, 10-city traveling salesman problem was given and simultaneously the effects of the value of the non-monotonous-function coefficient proportional to the monotonous-function coefficient in the model on solving the 10-city traveling salesman problem were discussed. The new model can solve the 10-city traveling salesman problem more effectively. Seen from the simulation results, the new model is more powerful than common chaotic neural network.
引用
收藏
页码：2133 / 2140
页数：8
相关论文
共 50 条
  • [1] Morlet Wavelet chaotic neural network with chaotic noise
    Xu, Yao-qun
    Zhang, Jia-hai
    Sun, Ming
    [J]. ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS: WITH ASPECTS OF CONTEMPORARY INTELLIGENT COMPUTING TECHNIQUES, 2007, 2 : 1275 - +
  • [2] Shannon wavelet chaotic neural networks
    Xu, Yao-qun
    Sun, Ming
    Shen, Ji-hong
    [J]. SIMULATED EVOLUTION AND LEARNING, PROCEEDINGS, 2006, 4247 : 244 - 251
  • [3] Shannon wavelet chaotic neural network and its application to TSP
    Xu Yaoqun
    Sun Ming
    [J]. 2006 CHINESE CONTROL CONFERENCE, VOLS 1-5, 2006, : 198 - +
  • [4] Shannon Wavelet Chaotic Neural Network with Nonlinear Self-feedback-
    Xu, Yaoqun
    Liu, Jian
    [J]. ELEVENTH WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS, 2012, : 681 - +
  • [5] On a chaotic neural network with decaying chaotic noise
    Ma, TY
    Wang, L
    Jiang, YT
    Yang, XZ
    [J]. ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 1, PROCEEDINGS, 2005, 3496 : 497 - 502
  • [6] A Novel Chaotic Neural Network with Chaotic Noise
    Xu, Yao-qun
    Sun, Ming
    [J]. SEVENTH WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS, VOLS I-III: UNLOCKING THE FULL POTENTIAL OF GLOBAL TECHNOLOGY, 2008, : 1267 - 1271
  • [7] Shannon wavelet chaotic neural network and its solution to TSP (traveling salesman problem)
    Xu, Yao-Qun
    Sun, Ming
    [J]. Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 2008, 25 (03): : 574 - 577
  • [8] Wavelet Chaotic Neural Network with Function Disturbance
    Xu, Yaoqun
    Liu, Jian
    [J]. PROCEEDINGS OF THE6TH INTERNATIONAL CONFERENCE ON MECHATRONICS, MATERIALS, BIOTECHNOLOGY AND ENVIRONMENT (ICMMBE 2016), 2016, 83 : 545 - 550
  • [9] Morlet Wavelet chaotic neural networks with random noise
    Xu, Yaoqun
    Sun, Ming
    Guo, Mengshu
    [J]. DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2007, 14 : 661 - 666
  • [10] Research on Wavelet Chaotic Neural Network with Disturbance of Wavelet Function
    Xu, Yao-qun
    Zheng, Xin
    Xin, Hai-tao
    [J]. PROCEEDINGS OF THE 2009 WRI GLOBAL CONGRESS ON INTELLIGENT SYSTEMS, VOL IV, 2009, : 146 - +
12345