WOD随机变量加权和的完全收敛性

宽象限相依变量(简称WOD变量)是一类包含独立变量,负相协变量(简称NA变量),负象限相依变量(简称NOD变量)和推广的负象限相依变量(简称END变量)在内的非常广泛的相依变量.本文利用WOD变量的Rosenthal型矩不等式和随机变量的截尾技术,在一般的条件下建立了WOD变量加权和的完全收敛性.所得结果推广了若干相依变量的相应结果.     

相依型不确定变量偏差和的性质

研究实值扩展负相依(END)不确定变量中部分偏差和的同题.在不确定变量期望定义和性质的基础上,利用变量之间实值负相依性和不确定性变量的性质,得到了不确定变量偏差和的上确界性质,并将其应用于风险理论,得到了较好的结果.     

分位数变系数模型基于核光滑的变量选择

分位数变系数模型是一种稳健的非参数建模方法.使用变系数模型分析数据时,一个自然的问题是如何同时选择重要变量和从重要变量中识别常数效应变量.本文基于分位数方法研究具有稳健和有效性的估计和变量选择程序.利用局部光滑和自适应组变量选择方法,并对分位数损失函数施加双惩罚,我们获得了惩罚估计.通过BIC准则合适地选择调节参数,提出的变量选择方法具有oracle理论性质,并通过模拟研究和脂肪实例数据分析来说明新方法的有用性.数值结果表明,在不需要知道关于变量和误差分布的任何信息前提下,本文提出的方法能够识别不重要变量同时能区分出常数效应变量.     

几何流方程的分离变量解

利用不变子空间方法及拟设法,在变量变换作用下给出双曲几何流和Ricci流的各种分离变量解,包括乘法分离变量解和广义泛函分离变量解,并给出了这些解的性质分析.     

高维数据下群组变量选择的惩罚方法综述

变量选择是统计建模的重要环节,选择合适的变量可以建立结构简单、含义明确、预测精准的稳健模型。在实际应用中,有些变量具有群组结构,本文概括了三类群组变量选择惩罚方法,包括处理高度相关变量、仅选择组变量、即选择组又选择单个变量的方法,着重比较了它们的统计性质和优缺点,总结了相关算法和调整参数选择的方法。最后文章归纳了相关应用情况,并讨论了最新发展方向和所面临的挑战。     

缺失数据下超高维可加分位回归的变量筛选和选择

针对存在缺失数据的超高维可加分位回归模型,本文提出一种有效的变量筛选方法.具体而言,将典型相关分析的思想引入到最优变换的最大相关系数,通过协变量和模型残差最优变换后的最大相关系数重要变量的边际贡献进行排序,从而进行变量筛选.然后,在筛选的基础上,利用稀疏光滑惩罚进一步做变量选择.所提变量筛选方法有三点优势:(1)基于最优变换的最大相关可以更全面的反映响应变量对协变量的非线性依赖结构;(2)在迭代过程中利用残差可以获取模型的相关信息,从而提高变量筛选的准确度;(3)变量筛选过程和模型估计分开,可以避免对冗余协变量的回归.在适当的条件下,证明了变量筛选方法的确定性独立筛选性质以及稀疏光滑惩罚下估计量的稀疏性和相合性.同时,通过蒙特卡罗模拟给出了所提方法的表现并通过一组小鼠基因数据说明了所提方法的有效性.     

有调节的中介潜变量的循环效应模型

从解决大学生网络成瘾和抑郁相互影响关系的研究出发,构建了有调节的中介潜变量的循环效应模型.为对模型变量进行效应大小的分析和比较,推导出模型参数的标准化估计.运用我们提出的基于配方约束的潜变量回归的确定性线性算法来计算潜变量的值,避免了交互潜变量计算时观测变量的配对问题.对模型参数的OLS估计可能不具有一致性和无偏性进行了证明,并给出了解决问题的相应算法.总结出模型的算法步骤和变量的效应检验步骤.最后进行了数值模拟,验证了模型的合理性.     

基于等维递补的多变量灰色组合预测模型

利用等维递补建立单个多变量灰色预测模型,进而建立多变量灰色组合预测模型.通过实例说明多变量灰色组合模型的应用和效果.     

从多种角度看线性相关系数

1引言 在科学研究中,我们不但要了解一个变量的变化情况,更要进一步了解一个变量与另一个变量之间的关系．变量之间的常见关系有两种：一是确定性函数关系,变量之间的关系可以用函数表示;二是非确定性相关关系,变量之间有一定的关系,但不能完全用函数表达,变量间只存在统计规律．相关和回归是研究变量间线性关系的重要方法．但两者研究的角度不同．回归是研究变量间的因果关系的,力图把非确定性相关关系化归为确定的函数关系,达到通过自变量的已知值来预测因变量的未知值的目的．     

内生性协变量下广义变系数模型的工具变量估计

在模型的部分协变量为内生性协变量的情况下,考虑广义变系数模型的一类估计问题.通过结合基函数逼近和一些辅助变量信息,提出了一个基于工具变量的估计过程.并得到了估计的相合性和收敛速度等渐近性质.所提出的估计方法可以有效地消除协变量的内生性对估计精度的影响,并且具有较好的有限样本性质.     

乡村绿色生态旅游适宜等级VIKOR评估方法

针对乡村绿色生态旅游特征,并考虑旅游者个体感受与群体效益,本文从乡村绿色生态旅游开发与适宜评级概念出发,提出乡村绿色生态旅游适宜等级VIKOR评估模型与方法。首先,从等级评估的概念与内涵出发,刻画乡村绿色生态旅游适宜评级问题,避免混淆旅游适宜评级和排序两个本质不同的问题。然后,构建乡村绿色生态旅游适宜等级评估指标及隶属函数,提出评估指标的熵权确定方法。其次,提出乡村绿色生态旅游适宜等级VIKOR评估模型与二元语义等级评估方法。最后,通过案例研究和比较分析,说明本文所提模型与方法的合理性、可行性与实用性。     

城市老旧居住小区交通环境评价指标与评价方法

定量的评判城市老旧居住小区整体交通环境质量并进而科学有效的提出老旧小区交通环境更新与改善措施,对城市老旧居住小区交通环境进行了调查,明确了老旧居住小区存在的突出交通问题,并提出了城市老旧居住小区交通环境评价的指标体系,包括行人跨路出行指数、无人行道路段长度占比、停车泊位供需比、路内非法停车占比、平均停车步行距离、泊位数量户数比、人均步行空间、无障碍通道、盲道设置比例、非机动车泊位供需比、地面停放车辆数小区面积比、外部穿行交通周转量小区面积比等。并给出了具体指标的计算方法与获得办法。以长沙市四个典型老旧居住小区为例,对评价方法进行了论证,并得到城市老旧居住小区存在的一般问题,包括人车混杂、人车交织现象严重,停车泊位短缺、车辆乱停乱放,交通设施、特别是弱势群体交通设施缺乏。给出的评价指标、评价方法与结论可为城市老旧小区改造更新,特别是其中很重要的交通环境更新提供决策依据。     

Interpreting linear systems of equalities and inequalities. Application to the water supply problem

This paper shows how the mathematical and the engineering points of view are complementary and help to model real problems that can be stated as systems of linear equations and inequalities. The paper is devoted to point out these relations and making them explicit for the readers to realize about the new possibilities that arise when contemplating the compatibility conditions or the set of general solutions from the dual perspective. After reviewing an orthogonally based powerful algorithm to analyse the compatibility of linear systems of equations and solving them, a water supply problem is used to illustrate its mathematical and engineering multiple aspects, including the optimal statement of the problem in terms of an adequate selection and numbering of equations and unknowns, an analysis of the compatibility conditions and a physical interpretation of the general solution, together with that of each individual generators of the affine space. The possibilities of removing unknowns without altering the compatibility of the problem is also analysed. Next, the Γ‐algorithm to analyse the compatibility of linear systems of inequalities and solving them is described and then, the water supply problem is revisited adding some constraints, such as capacity limits for the pipes and retention valves, and discussed as to how they affect the resulting general solution and other aspects. Finally, some conclusions are derived. Copyright © 2005 John Wiley & Sons, Ltd.     

复杂装备研制协调超网络均衡与实现路径

复杂装备研制主体间呈现社会关系、合作关系、协调关系等网络关系,并且相互影响相互作用,其影响复杂装备研制的重要参数。为有效描述在资源环境约束下制造商和供应商的关系,探讨复杂装备研制协调机理与实现路径,本文利用超网络方法,设计了相互影响、相互作用的社会关系网络、协调网络和合作网络的复杂装备研制协调超网络,并将社会关系水平、协调度和合作水平作为超网络的3个决策变量,建立基于关系价值最大、协调成本最低、协调风险最小、合作收益最大、合作风险最小和成本最小等不同偏好下的多目标最优决策模型,构建了复杂装备研制超网络均衡模型,并利用其探讨超网络均衡和实现路径。     

利益相关者视角下公路货运超限超载的对策研究——基于演化博弈模型和仿真分析

为有效遏制公路货运超限超载现象,深化交通执法领域的“放管服”改革,本研究针对运输者、稽查人员和交管部门等利益相关者,建立三方演化博弈模型,研究超限超载运输中各利益主体的决策演化过程,并对稳定策略的演化路径进行仿真分析,比较不同参数组合下不同政策力度的治理效果。研究发现,提高超限超载运输的处罚系数可以明显规范运输者的行为;管理成本越低,监管部门的策略越可能向积极监管的方向演化;三方博弈系统存在两种可能的演化稳定策略,加重对稽查人员消极执法行为的处罚、加大资金设备投入能够提高系统向最优状态演化的概率。     

On the use of history of mathematics: an introduction to Galileo's study of free fall motion

In this paper, we report on an experimental activity for discussing the concepts of speed, instantaneous speed and acceleration, generally introduced in first year university courses of calculus or physics. Rather than developing the ideas of calculus and using them to explain these basic concepts for the study of motion, we led 82 first year university students through Galileo's experiments designed to investigate the motion of falling bodies, and his geometrical explanation of his results, via simple dynamic geometric applets designed with GeoGebra. Our goal was to enhance the students’ development of mathematical thinking. Through a scholarship of teaching and learning study design, we captured data from students before, during and after the activity. Findings suggest that the historical development presented to the students helped to show the growth and evolution of the ideas and made visible authentic ways of thinking mathematically. Importantly, the activity prompted students to question and rethink what they knew about speed and acceleration, and also to appreciate the novel concepts of instantaneous speed and acceleration at which Galileo arrived.     

激光辐照下圆薄板的动态屈曲研究

对强激光辐照下薄板（铜片）的动态热失稳过程进行了分析，得出了简支圆薄板在热冲击下发生的屈曲及后屈曲过程，并给出了临界激光功率密度与薄板厚径比的关系曲线，方法计入了温度分布、惯性项和缺陷大小对于失稳过程的影响。这一工作有利于人们对强激光引起的硬目标破坏机理的认识。     

基于系统动力学的政府和废旧电子产品处理商演化博弈分析

文章为探究政府管制在废旧电子产品处理商实施生态拆解的作用,运用系统动力学方法构建了废旧电子产品处理问题中政府和处理商之间的一个混合策略演化博弈模型,并对政府管制策略选择与处理商实施生态拆解策略选择的互动机制进行了分析。演化博弈和系统仿真结果表明:处理商实施生态拆解和非生态拆解的收益、政府管制的有效性以及处理商实施非生态拆解受到惩罚等都直接影响系统的演化结果;政府和处理商两群体在3种情形下存在演化稳定策略;在一定的条件下,系统演化呈现周期性特征。最后从政府管制的角度出发,动态策略的演化博弈模型存在演化稳定的均衡点。     

Creep of polymer concrete in the nonlinear region

Two polyester-based polymer concretes with various volume content of diabase as an extender and aggregate are tested in creep under compression at different stress levels. The phenomenological and structural approaches are both used to analyze the experimental data. Common features of changes in the instantaneous and creep compliances are clarified, and a phenomenological creep model which accounts for the changes in the instantaneous compliance and in the retardation spectrum depending on the stress level is developed. It is shown that the model can be used to describe the experimental results of stress relaxation and creep under repeated loading. Modeling of the composite structure and subsequent solution of the optimization problem confirm the possibility of the existence of an interphase layer more compliant than the binder. A direct correlation between the interphase volume content and the instantaneous compliance of the composite is revealed. It is found that the distinction in nonlinearity of the viscoelastic behavior of the two polymer concretes under investigation can be due to the difference in their porosity. Submitted to the 11th International Conference on Mechanics of Composite Materials (Riga, June 11–15, 2000.) Translated from Mekhanika Kompozitnykh Materialov, Vol. 36, No. 2, pp. 147–164, 2000.     

Boundary-Value Problems of the Theory of Thin and Nonthin Orthotropic Shells with Account of Nonlinearly Elastic Properties and Low Shear Rigidity of Composite Materials

The basic geometric and physical relations and resolving equations of the theory of thin and nonthin orthotropic composite shells with account of nonlinear properties and low shear rigidity of their materials are presented. They are derived based on two theories, namely the theory of anisotropic shells employing the Timoshenko or Kirchhoff-Love hypothesis and the nonlinear theory of elasticity and plasticity of anisotropic media in combination with the Lagrange variational principle. The procedure and algorithm for the numerical solution of nonlinear (linear) problems are based on the method of successive approximations, the difference-variational method, and the Lagrange multiplier method. Calculations of the stress-strain state for a spherical shell with a circular opening loaded with internal pressure are presented. The effect of transverse shear strains and physical nonlinearity of the material on the distribution of maximum deflections and circumferential stresses in the shell, obtained according to two variants of the shell theories, is studied. A comparison of the results of the problem solution in linear and nonlinear statements with and without account of the shell shear strains is given. The numerical data obtained for thin and nonthin (medium thick) composite shells are analyzed.