Effect of White Noises on Chaotic Neural Network

摘要：

In the practical applications and hardware realization of chaotic neural networks, because of the instability of hardware components and impacts of the surrounding environment, the system is subject to noise interference inevitably. In this paper, in order to study the effect of white noises on chaotic neural network, the optimization performance of chaotic neural network interrupted by white noises is deeply researched and analyzed. The simulation result of chaotic neural network interrupted by white noises illustrates the influence of white noises on the system. The simulation results show that the system still has good optimization ability under the white noises with suitable signal to noise.

关键词： White Noise chaotic neural network function optimization TSP

作者: Yaoqun Xu Feng Qin Jian Liu

作者单位: Institute of System Engineering, Harbin University of Commerce, Harbin, 150028 School of computer and Information Engineering, Harbin University of Commerce, Harbin, 150028

会议类型: 国际会议

会议名称: 2009年中国控制与决策会议(2009 Chinese Control and Decision Conference)

会议地点: 广西桂林

会议语种:英文

页码: 3229-3234

在线出版日期: 2009-06-17（万方平台首次上网日期，不代表论文的发表时间）