马尔可夫链

模糊加权马尔可夫链模型及其应用

Model of Fuzzy Weighted Markov Chain and Its Application

基于软件UML顺序图，提出将异构软件结构转换为马尔可夫链的算法。

An algorithm generating Markov chain from heterogeneous software architecture modeled in UML sequence diagram is proposed .

基于马尔可夫链的Web访问序列挖掘算法

Data mining algorithm of web accessing sequence based on Markov 's chain

离散型F随机变量及F马尔可夫链

Discrete 's Mode of F Random and F Chain Markovian

马尔可夫链大偏差Ⅰ函数的下界和Annealing算法的收敛性

A lower bound of I function of large deviation for Markov chains and convergence of annealing algorithm

其次利用状态转移概率矩阵x的特征值及特征向量，通过对x进行分解来计算功率谱，可以证明这种方案有利于马尔可夫链周期h较大时的谱分析计算。

Next , we use the characteristic root and eigenvector of state transitional probability matrix and decompose x for computation of power spectrum .

在工作流网的基础上提出了工作流-随机Petri网、加入时间因素的马尔可夫链分析方法。

On the basis of workflow net , this thesis advances workflow stochastic Petri nets and Continuous-Time Markov Chain .

对MAC层协议建立离散时间的马尔可夫链模型，推导了系统吞吐量表示式。

We build up the MARKOV model for the MAC protocol and then derive the formula of the system throughput .

应用马尔可夫链优化配置WiMax基站的带宽资源

Optimizing the Allocation of the WiMax Base-Station 's Bandwidth Resources Using the Markov Chain

另外给出了当隐过程是二阶时间齐次马尔可夫链时的可更新的EM算法。

Then the online EM algorithm is also given when the assumption of hidden states changes into second-order homogeneous Markov chain .

在马尔可夫链理论的基础上，介绍工程承包过程的数学模型并探讨工程承包风险分析的Markov方法。

Based on the Markov chains theory , this paper introduces the mathematical model of project contracting and the Markov method of analysing the bidding risk .

关于任意Cayley树上马尔可夫链场的一类强大数定律

Strong Large Number Law for Markov Chains Field on Arbitrary Cayley Tree

Cayley树上马尔可夫链场的极限性质

Limit Property of the Markov Chain Fields on Cayley Tree

用马尔可夫链研究Stop-and-WaitARQ通信系统性能

Performance Analysis of Stop-and-Wait ARQ Communication Systems Using Markov Chains

为了评定一个布置有诱饵的雷达阵地抗反辐射导弹（ARM）攻击的防御效能，提出了采用马尔可夫链的转移概率矩阵进行计算的方法。

To evaluate the defense effectiveness of a radar site with decoys against the attack of ARM , a calculation method based on the transfer probability matrix of the Markov link is given .

水文序列预测研究方法很多这里主要介绍了两种预测方法：马尔可夫链预测方法和灰色模型GM（1，1）预测方法。

There are many prediction method in predicting hydrology array . The article mainly introduces two kinds of prediction methods : Markov chain prediction method and the gray prediction method .

结合灰色预测和马尔可夫链理论的优点，提出了一种灰色马尔可夫SCGM（1,1）C模型。

By combining the advantages of both gray prediction and Markov chain theory , a new gray Markov SCGM ( 1,1 ) _C model is proposed .

改进了关于图模结构学习中常见的MCMC算法。将这种方法构造的贝叶斯网络作为马尔可夫链初始状态的网络结构，利用改进后的MCMC算法，构造一个关于贝叶斯网络结构的马尔可夫链。

The traditional Markov Chain Monte Carlo method for structural learning in graphical models MCMC algorithm is improved .

论文深入探讨了三种黑箱模型方法：适应性模糊推理系统（ANFIS）、小波网络和小波变换-模糊马尔可夫链方法。

Adaptive-network-based fuzzy inference system ( ANFIS ), the wavelet network , and the wavelet transform-fuzzy Markov chains approach were discussed here .

对于具有频繁场景切换的视频流量采用的是马尔可夫链调制的AR（1）模型。

AR ( 1 ) Model is used to model the video with individual scene , Markov Modulated AR ( 1 ) Model is used to model the video with frequent scene changes .

若干强极限定理及其在广义Bethe树上奇偶马尔可夫链场上的应用

Some Stong Limit Theorems and Its Application to the Even-Odd Markov Chain Fields Indexed by a Extended Bethe Tree

实现了随机Petri网模型的可达集生成算法和同构马尔可夫链的构造及其稳定状态概率的求解等关键技术；

The crucial technologies including the reachability set algorithm of the stochastic Petri net model , the constitution of the homogeneous Markov chain , and the computation of the steady state probability are implemented .

统计试验的次数c对预测结果有一定的影响，当c≥200时，预测精度趋向稳定。（3）各种马尔可夫链预测方法的预测精度具有对不同分布的适应性。

The time of statistical experiments c has a kind of influence on prediction results , and the prediction accuracy approached stable when c ≥ 200 . ( 3 ) The prediction accuracy of various Markov chain prediction methods had a suitability to difference distributions .

根据登陆台风的历史数据，利用p阶自回归分析和马尔可夫链分析来研究登陆台风的活动趋势，其结果是比较理想的，因而是预测台风活动趋势的比较有效的途径。

According to historical data of the landing typhoons , activity trends of the landing typhoons are researched by means of p-order autoregressive analysis and Markov chain analysis , whose results are relatively ideal . Hence they are more efficient ways for forecasting active trend of the typhoons .

本文考虑了正向信道不可检错和反向信道差错，并用齐次马尔可夫链精确完整地分析了ARQ通信系统的工作过程，从而将系统的表现传输效率和有效传输效率严格地区分开来。

Considering the undetected forward channel errors and the backward channel errors , the operating process of selective-repeat ARQ communication system is accurately described by odd Markov chains .

首先得出马尔可夫链大偏差Ⅰ函数的下界，并利用它得出Annealing算法依概率收敛速度具有状态总数的分数幂阶。

A lower bound of I function of large deviation for Markov chains was presented and applied to obtain the conclusion that the rate of convergence in propability for Annealing algorithm has a order of fractional power of number of states .

本文实现的多语言自动识别程序，便是基于自然语言处理中著名的N-Gram理论之上。N-Gram是一种概率统计语言模型，又被称为一阶马尔可夫链。

The language recognition program in this paper based on the N-Gram Language Module , which is also known as a Single-order Markov chain .

本文提出了一种基于马尔可夫链的分层框架来描述和建立舰艇CGF多阶段、多层次和多实体的反潜过程。

In order to describe the multi stage , hierarchy and multi-player of NS CGF anti-submarine processes , a hierarchy framework is provided based on extended Markov Chain .

采用马尔可夫链方法证明了HGA是以概率1收敛的全局随机搜索算法。

A further result on the Markov chain model of HGA shows that it is a global stochastic searching method and can converge with probability one .

本文对BMS进行了介绍，并分别利用随机过程中马尔可夫链的知识和时间序列中的INAR（1）模型对BMS进行了研究。

This paper will first introduce BMS , then study BMS by Markov chain in stochastic process and INAR ( 1 ) model in time series .