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灰色混沌神经元网络模型及其短期人口预测 被引量:2
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作者 周志刚 万立 陈丽红 《系统工程》 CSSCI CSCD 北大核心 2012年第10期118-122,共5页
人口问题是一个复杂的社会问题,人口系统是一个复杂的非线性系统。准确地预测湖北省"十二五"人口数量对于制定湖北省国民经济计划和社会发展战略有着深远的意义。本文将灰色PGM(1,N)人口预测模型与混沌神经元网络模型融合,建... 人口问题是一个复杂的社会问题,人口系统是一个复杂的非线性系统。准确地预测湖北省"十二五"人口数量对于制定湖北省国民经济计划和社会发展战略有着深远的意义。本文将灰色PGM(1,N)人口预测模型与混沌神经元网络模型融合,建立了灰色混沌神经元网络人口短期预测模型,实证分析表明,该模型是一种可靠的人口总量短期预测方法,具有一定的实用价值,并对2011~2015年湖北省人口总量进行了预测。 展开更多
关键词 灰色模型 混沌神经元网络 人口预测
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Approach to Generalized Synchronization with Application to Chaos-Based Secure Communication 被引量:4
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作者 MINLe-Quan CHENGuan-Rong +2 位作者 ZHANGXiao-Dan ZHANGXia-Hua YANGMiao 《Communications in Theoretical Physics》 SCIE CAS CSCD 2004年第4期632-640,共9页
A constructive theorem is established for generalized synchronization (GS) related to C<SUP>1</SUP> diffeomorphic transformations of unidirectionally coupled dynamical arrays. The theorem provides some int... A constructive theorem is established for generalized synchronization (GS) related to C<SUP>1</SUP> diffeomorphic transformations of unidirectionally coupled dynamical arrays. The theorem provides some interpretations about the underlying mechanism of various GS phenomena in nature. As a direct application of the theorem, a chaos-based secure Internet communication scheme is proposed. Moreover, a cellular neural network (CNN) of Chen's chaotic circuits with GS property is designed and studied. Numerical simulation shows that this Chen's CNN has high security and is fast and reliable for secure Internet communications. 展开更多
关键词 SYNCHRONIZATION neural network cellular chaos numerical using chaos numerical simulation
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