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

页码：2133 / 2140

页数：8

共 50 条

[41] Optimizing Logistic Distribution Routing Problem Based on Wavelet Chaotic Neural Network
Xu Yaoqun
Yu Qijia
[J]. 2017 29TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2017, : 3414 - 3418
[42] Chaotic time series prediction and its application based on wavelet neural network
Tao, Xiaochuang
Fan, Huanzhen
Lu, Chen
Wang, Zili
[J]. Nanjing Hangkong Hangtian Daxue Xuebao/Journal of Nanjing University of Aeronautics and Astronautics, 2011, 43 (SUPPL.1): : 174 - 178
[43] A Class of Chaotic Neural Network with Morlet Wavelet Function Self-feedback
Xu, Yqoqun
Yang, Xueling
[J]. BIO-INSPIRED COMPUTING AND APPLICATIONS, 2012, 6840 : 32 - +
[44] Fault Detection of the Power System Based on the Chaotic Neural Network and Wavelet Transform
Wang, Zuoxun
Xu, Liqiang
[J]. COMPLEXITY, 2020, 2020
[45] Wavelet chaotic neural network with nonlinear self-feedback and its application
Xu, Yao-Qun
Sun, Ming
Zhao, Lin
[J]. PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 863 - +
[46] Chaotic simulated annealing neural network with decaying chaotic noise and its application in economic load dispatch of power systems
Mao, YL
Zhang, GZ
Zhu, B
Zhou, M
[J]. PROCEEDINGS OF THE 2004 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IRI-2004), 2004, : 536 - 542
[47] Chaotic wandring and its sensitivity to external input in a chaotic neural network
Kuroiwa, J
Masutani, N
Nara, S
Aihara, K
[J]. ICONIP'02: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING: COMPUTATIONAL INTELLIGENCE FOR THE E-AGE, 2002, : 353 - 357
[48] Chaotic time series prediction based on transiently chaotic neural network
Li, Tian-Shu
Tian, Kai
Li, Wen-Xiu
[J]. Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University, 2007, 28 (02): : 165 - 168
[49] A type of delay feedback control of chaotic dynamics in a chaotic neural network
He, GG
Kuroiwa, J
Ogura, H
Zhu, P
Cao, ZT
Chen, HP
[J]. IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2004, E87A (07): : 1765 - 1771
[50] Influence of the Chaotic Property on Reinforcement Learning Using a Chaotic Neural Network
Goto, Yuki
Shibata, Katsunari
[J]. NEURAL INFORMATION PROCESSING, ICONIP 2017, PT I, 2017, 10634 : 759 - 767

← 1 2 3 4 5 →