Louis H．Y．Chen定理的推广

ＬｏｕｔｓＨ．Ｙ．Ｃｈｅｎ在文［１］中应用测度论的方法，证明标准正态随机向量的一个充分条件．本文指出它也是必要条件．同时将它推广到一般多元正态分布的情形，从而得到几个一般性结论．     

Integrating Multi-Source Web Records into Relational Database

How to integrate heterogeneous semi-structured Web records into relational database is an important and challengeable research topic. An improved model of conditional random fields was presented to combine the learning of labeled samples and unlabeled database records in order to reduce the dependence on tediously hand-labeled training data. The pro- posed model was used to solve the problem of schema matching between data source schema and database schema. Experimental results using a large number of Web pages from diverse domains show the novel approach＇s effectiveness.     

需求弹性在项目评价中的应用

把商品的需求弹性引入到项目的评价中去，力图减小投资项目所承担的风险，使评价项目的结论更切合未来的实际。     

汇率的混合经典脉冲控制--非对称因素和多边关系因素

该文在AbelCadenillast与FernandoZapatero关于汇率控制的基本框架下,对汇率的混合经典-脉冲控制模型作了改进.其一是考虑了汇率变化对多边关系所产生的不同影响;其二是考虑到汇率高于或低于目标时对经济造成的影响是非对称的;其三是考虑到较高的利率与较低的利率对经济的影响也是非对称的.文章对新模型进行了分析,得出了求简单控制策略的非线性常微分方程,并对其中只考虑随机脉冲控制的情况导出了解析解的形式,给出了充分性的条件.     

均值误差分布的随机加权逼近：误差为独立和的情况

对一种均模型研究了其均值误差分布的逼近问题，得到了比正态分布逼近精度更高的模拟分布。     

随机导数的等价定义

讨论了随机导数，并给出和证明了随机可导的等价条件ＺＱＭ和     

一种基于需求景气分析和“幼稚预测”思想的需求预测模型

根据汽车生产企业和宾馆企业需求预测问题的基本特点,利用需求时间序列及其变化曲线,提出了一种基于需求景气分析和"幼稚"预测思想的定量预测模型,即首先划分产品的景气变化模式,然后寻找当前点状态的最佳历史匹配,并据此给出需求预测值.本文给出了模型的相关定义及算法,并以宾馆和汽车生产企业的实际需求数据为应用对象,检验了该模型的预测性能.试验结果表明,该方法具有较理想的预测精度.     

Science Letters：On stochastic optimal control of partially observable nonlinear quasi Hamiltonian systems

A stochastic optimal control strategy for partially observable nonlinear quasi Hamiltonian systems is proposed. The optimal control forces consist of two parts. The first part is determined by the conditions under which the stochastic optimal control problem of a partially observable nonlinear system is converted into that of a completely observable linear system. The second part is determined by solving the dynamical programming equation derived by applying the stochastic averaging method and stochastic dynamical programming principle to the completely observable linear control system. The response of the optimally controlled quasi Hamiltonian system is predicted by solving the averaged Fokker-Planck-Kolmogorov equation associated with the optimally controlled completely observable linear system and solving the Riccati equation for the estimated error of system states. An example is given to illustrate the procedure and effectiveness of the proposed control strategy.     

一个非线性电路模型的混沌态特性分析

对非线性系统进行分析时,可能出现测量结果为混沌态,以一个非线性电路模型为例。分析混沌态的几率密度并提出“赝温度”的新概念,以表征混沌态的赝随机变化的剧烈程度。从而为非线性系统的混沌态进行“乱中有序”的定量描述提供了一种新方法。     

模拟退火算法和推广的与时间无关的噪声算法

本文首先介绍了模拟退火算法,给出了它的物理和数学解释.另外首次对文献[5]中提出的推广的与时间无关的噪声算法(TINA)进行了严格的理论讨论,说明了当参数α>0 5时算法依概率收敛到一个全局极值点;而当α=0 5时,随机动力系统可能发生分支现象.