关于遍历测度乘积的遍历性

本文利用拟特征标序列收敛的零一律与遍历测度的关系,讨论了遍历测度乘积的遍历性．     

随机环境中的马氏链的不变测度与遍历性

本文考虑了一类特殊的随机环境的马氏链。假设随机“Doeblin”条件成立，我们证明了随机环境的马氏链的不变测度存在，且任何初始分布以指数收敛速度到些不变测度。进一步的，存在关于绕积算子遍历的不变测度。最后，我们得到了随机马氏链的强大数定律。     

几乎周期性与SS混沌集

引进正则移位不变集的概念,证明了有正则移位不变集的紧致系统在几乎周期点集中存在SS混沌集,特别地,具有正拓扑熵的区间映射在几乎周期点集中存在SS混沌集.     

几乎周期性与SS混沌集

引进正则移位不变集的概念,证明了有正则移位不变集的紧致系统在几乎周期点集中存在SS混沌集,特别地,具有正拓扑熵的区间映射在几乎周期点集中存在SS混沌集.     

Simplified method for simulation of ergodic spatially correlated seismic ground motion

A simplified method for the simulation of the ergodic spatially correlated seismic ground motion is proposed based on the commonly used original spectral representation method. To represent the correlation in the ground motion, the phase angles are given by explicit terms with a clear physical meaning. By these explicit terms, the computational efficiency can be improved by converting the decomposition of the complex cross-spectral matrix into the decomposition of the real incoherence coefficient matrix. Double-indexing frequencies are introduced to simulate the ergodic seismic ground motion, and the ergodic feature of the improved method is demonstrated theoretically. Subsequently, an explicit solution of the elements of the lower triangular matrix under the Cholesky decomposition is given. With this explicit solution, the improved method is simplified, and the computational efficiency can be improved greatly by avoiding the repetitive Cholesky decomposition of the cross-spectral matrix in each frequency step. Finally, a numerical example shows the good characteristic of the improved method.     

一类指数速度迭代压缩的非线性自回归序列的矩的存在性

本文研究了如下的非线性自回归模型xt=ψ(xt-1,…,xt-p)+εt在满足几何遍历条件(i)|ψk(y0,y-1,…,y-p+1)-ψk(y0,y-1,…,y-p+1)|≤ck|y0-y0|;(ii)|ψk(y0,y-1,…,y-p+1)|≤Mρk(|y0|+…+|y-p+1|)+c时矩的存在性问题.得到了:如果对于某个实数r≥1,E|εt|r＜∞,则E|xt|r＜∞.这一结果补充了已有文献中(i),(ii)几何遍历条件下无相应的矩的存在性结果的空缺.     

The central limit theorem and chaos

Let X be a compact metric space studies some relationships between stochastic and f ： X→ X be a continuous map. This paper and topological properties of dynamical systems. It is shown that if f satisfies the central limit theorem, then f is topologically ergodic and / is sensitively dependent on initial conditions if and only if / is neither minimal nor equicontinuous.     

非交换Orlicz空间的个体遍历定理

设（M,τ）是半有限vonNeumann代数,Φ是N函数.证明了非交换Orlicz空间L^Φ（M）的个体遍历定理.     

CONVERGENCE THEOREMS AND MAXIMAL INEQUALITIES FOR MARTINGALE ERGODIC PROCESSES

In this article, we study two types of martingale ergodic processes. We prove that a.e. convergence and L^p convergence as well as maximal inequalities, which are established both in ergodic theory and martingale setting, also hold well for these new sequences of random variables. Moreover, the corresponding theorems in the former two areas turn out to be degenerate cases of the martingale ergodic theorems proved here.     

两类网页重要性排序算法的概率对比

PageRank和BrowseRank算法是近年来针对网页重要性排序提出的两类典型算法.本文基于更新过程,通过遍历理论分析对比两类网页重要性排序算法,发现它们都利用随机游走的思想来模拟用户在互联网上浏览网页的行为,不同的是前者是离散时间参数的马尔可夫链而后者是连续时间参数的.而且它们所利用的数据也不同,前者基于网络链接图而后者是从真实用户浏览日志中生成的用户浏览图.此外,我们还证明随机游走的平稳分布是对网页重要性的一个合理且可行的衡量方法,并给出目前一些文献中所获得的实验结果的概率解释和意义.