Chaotic Neural Network with Radial Basis Function Disturbance

Authors

Nan Xu, College of Information Technology, Heilongjiang Bayi Agricultural University, Daqing ,ChinaFollow
Yao-qun Xu, Institute of System Engineering, Harbin University of Commerce, Harbin,China

Abstract

This novel chaotic neural network bases on the Chen’s transiently chaotic neural network. It is proposed by introducing radial basis function as disturbance item into the inside state. Analyze the dynamics behavior of the single chaotic neuron and the chaotic search capability of the network. Research the capability of the novel network for resisting the disturbance. This chaotic neural network with radial basis function disturbance is used to solve TSP. The simulation result indicates that this network can avoid the limit of being trapped into the local minima and the capability of resisting the disturbance is perfect.

Recommended Citation

Xu, Nan and Xu, Yao-qun, "Chaotic Neural Network with Radial Basis Function Disturbance" (2012). WHICEB 2012 PROCEEDINGS. 3.
https://aisel.aisnet.org/whiceb2011/3