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两水平U-型设计的扩大设计在投影加权对称偏差下的均匀性
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作者 雷轶菊 欧祖军 《应用数学学报》 CSCD 北大核心 2024年第2期193-203,共11页
均匀设计以其稳健和使用方便、灵活的特性而广受欢迎.为获得实验目标区域内散布均匀的设计点集,不同的均匀度量标准相继被提出.目前被广泛应用的有中心化L_(2)-偏差、可卷型L_(2)-偏差、混合偏差等.对称化L_(2)-偏差具有更好的几何性质... 均匀设计以其稳健和使用方便、灵活的特性而广受欢迎.为获得实验目标区域内散布均匀的设计点集,不同的均匀度量标准相继被提出.目前被广泛应用的有中心化L_(2)-偏差、可卷型L_(2)-偏差、混合偏差等.对称化L_(2)-偏差具有更好的几何性质,但受限于投影均匀性差的缺陷,使用范围十分有限.为了改进对称化L_(2)-偏差的低维投影均匀性,基于指数加权方式的投影加权对称化L_(2)-偏差的概念被提出,加权后的对称化L_(2)-偏差既能保留原偏差的各种优良性质,同时有效克服原来的缺陷并有更优异的表现.折叠翻转是构造因子设计时非常有用的技巧.本文利用投影加权对称偏差来作为评价折叠翻转方案的最优性准则,得到了两水平U-型设计在一般折叠翻转方案下扩大设计的投影加权对称偏差的下界,该下界可以作为寻找最优折叠翻转方案的基准. 展开更多
关键词 投影加权 对称化L_(2)-偏差 扩大设计 下界
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惩罚三项Logit模型区分丙型肝炎患者的临床分期
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作者 胡雪梅 杨俊文 《应用数学学报》 CSCD 北大核心 2024年第1期154-173,共20页
丙型病毒性肝炎(简称丙型肝炎或丙肝)是一种由丙型肝炎病毒(HCV)感染引起的病毒性肝炎,可导致肝脏慢性炎症坏死和纤维化,部分患者可发展为肝硬化甚至肝细胞癌(HCC).本文利用丙型肝炎数据建立惩罚三项logit模型诊断患者的疾病分期:首先... 丙型病毒性肝炎(简称丙型肝炎或丙肝)是一种由丙型肝炎病毒(HCV)感染引起的病毒性肝炎,可导致肝脏慢性炎症坏死和纤维化,部分患者可发展为肝硬化甚至肝细胞癌(HCC).本文利用丙型肝炎数据建立惩罚三项logit模型诊断患者的疾病分期:首先选取患者的12项生理指标作为预测向量,丙型肝炎的三种疾病分期作为响应变量;接着利用70%的数据作为训练集学习LASSO/Ridge/ENet惩罚三项logit模型,得到模型的参数估计和概率估计;再利用30%的数据作为测试集,结合三类混淆矩阵,ROC(receiver operating characteristic)曲面,HUM(hypervolume under the ROC manifold),PDI(polytomous discrimination index)和Kappa(Cohen’s kappa coefficient)等评估疾病分期的预测精度;最后引入人工神经网络(ANN),支持向量机(SVM)和随机森林(RF)等机器学习方法和惩罚三项logit模型进行比较,发现惩罚三项logit模型的三类分类预测表现最好,不仅能够进一步提高疾病分期的诊断精度,而且可以降低丙型肝炎的检测成本. 展开更多
关键词 丙型肝炎 疾病分期 惩罚三项logit模型 贝叶斯分类器 机器学习方法
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一种改进的求解矩阵补全问题的原始-对偶算法
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作者 闫喜红 张宁 《应用数学学报》 CSCD 北大核心 2024年第2期175-192,共18页
低秩矩阵补全问题作为一类在机器学习和图像处理等信息科学领域中都十分重要的问题已被广泛研究.一阶原始-对偶算法是求解该问题的经典算法之一.然而实际应用中处理的数据往往是大规模的.针对大规模矩阵补全问题,本文在原始-对偶算法的... 低秩矩阵补全问题作为一类在机器学习和图像处理等信息科学领域中都十分重要的问题已被广泛研究.一阶原始-对偶算法是求解该问题的经典算法之一.然而实际应用中处理的数据往往是大规模的.针对大规模矩阵补全问题,本文在原始-对偶算法的框架下,应用变步长校正技术,提出了一种改进的求解矩阵补全问题的原始-对偶算法.该算法在每一步迭代过程中,首先利用原始-对偶算法对原始变量和对偶变量进行更新,然后采用变步长校正技术对这两块变量进行进一步的校正更新.在一定的假设条件下,证明了新算法的全局收敛性.最后通过求解随机低秩矩阵补全问题及图像修复的实例验证新算法的有效性. 展开更多
关键词 一阶原始-对偶算法 低秩矩阵补全 收敛性 变步长 校正技术
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具有风险敏感性顾客的离散时间排队系统策略研究
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作者 曹灿 刘再明 +1 位作者 高珊 伍逸凡 《应用数学学报》 CSCD 北大核心 2024年第2期284-311,共28页
结合博弈论研究排队系统中顾客的策略行为成为当前排队论研究的一个热点.本文研究了离散时间排队系统中风险敏感性顾客的策略行为.不同于经典排队经济学的是,本文的效用函数是期望-方差二次效用函数.根据纳什均衡和马氏过程理论,该文分... 结合博弈论研究排队系统中顾客的策略行为成为当前排队论研究的一个热点.本文研究了离散时间排队系统中风险敏感性顾客的策略行为.不同于经典排队经济学的是,本文的效用函数是期望-方差二次效用函数.根据纳什均衡和马氏过程理论,该文分别研究了在完全可视和完全不可视两种情况下Geo/Geo/1排队系统中风险敏感性顾客的博弈行为.得到了风险敏感性顾客的个体最优策略、社会最优策略和服务商利润最优策略.研究发现,风险敏感系数越小,顾客越喜欢冒险,加入系统的意愿越强.数值实验探索了风险敏感系数对顾客策略行为的影响. 展开更多
关键词 离散时间 风险敏感性顾客 策略研究 纳什均衡 社会最优 二次效用函数
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围长至少为6的平面图的邻点可区别边染色
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作者 何正月 梁立 高炜 《应用数学学报》 CSCD 北大核心 2024年第1期45-55,共11页
邻点可区别边染色是指图G有一个正常边染色且任意两个相邻顶点的颜色集合不相等.邻点可区别边色数是指使图G有一个邻点可区别边染色的最小颜色数值,记作χα’(G).本文证明了:若图G是围长至少为6的正常平面图,则有χα’(G)≤max{6,△(G... 邻点可区别边染色是指图G有一个正常边染色且任意两个相邻顶点的颜色集合不相等.邻点可区别边色数是指使图G有一个邻点可区别边染色的最小颜色数值,记作χα’(G).本文证明了:若图G是围长至少为6的正常平面图,则有χα’(G)≤max{6,△(G)+1}. 展开更多
关键词 邻点可区别边染色 围长 平面图 最大度
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最优试验次序的几类构造方法
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作者 胡雯雯 欧祖军 彭巧 《应用数学学报》 CSCD 北大核心 2024年第1期12-28,共17页
许多领域都离不开试验,例如在新产品的研发以及测试中都需要进行精心设计的科学试验.当在试验中因子的水平改变非常困难时,如何合理安排试验次序是一个非常重要的问题.本文研究了具有最小和最大水平变化次数的试验次序的一些基本理论,... 许多领域都离不开试验,例如在新产品的研发以及测试中都需要进行精心设计的科学试验.当在试验中因子的水平改变非常困难时,如何合理安排试验次序是一个非常重要的问题.本文研究了具有最小和最大水平变化次数的试验次序的一些基本理论,并针对完全因析设计、非正规部分因析设计和均匀设计等设计讨论了最优试验次序构造方法.作为实际中广泛应用的一些设计,利用本文的结果给出了其具有最小和最大水平变化次数的试验次序及相应的水平变化次数. 展开更多
关键词 水平变化 最优试验次序 完全因析设计 非正规设计 均匀设计
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一维线性Navier-Stokes-Fourier方程组解的逐点估计
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作者 安正达 张琦 《应用数学学报》 CSCD 北大核心 2024年第2期269-283,共15页
在本文中,我们研究一维线性Navier-Stokes-Fourier方程组,在适当的初值条件下,给出了解的衰减性的逐点估计,并刻画了解的衰减方向,同时验证了广义的Huygens原理成立.为此,我们通过Fourier变换的方法,将方程组Green函数的Fourier变换划... 在本文中,我们研究一维线性Navier-Stokes-Fourier方程组,在适当的初值条件下,给出了解的衰减性的逐点估计,并刻画了解的衰减方向,同时验证了广义的Huygens原理成立.为此,我们通过Fourier变换的方法,将方程组Green函数的Fourier变换划分为低频、中频、高频三部分,分别证明了相应频率段的Green函数的衰减性质,再通过Fourier逆变换与基本解的性质,得到原问题解的衰减估计. 展开更多
关键词 Navier-Stokes-Fourier方程组 逐点估计 FOURIER变换 Huygens原理 GREEN函数
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求解二维Fisher-KPP方程的一组加权结构保持差分格式的分析及其Richardson外推法
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作者 赵紫琳 邓定文 《应用数学学报》 CSCD 北大核心 2024年第1期101-123,共23页
本文对二维Fisher-Kolmogorov-Petrovsky-Piscounov(Fisher-KPP)方程建立了一组加权的结构保持有限差分方法.运用能量分析法证明了当网格步长,参数α,p及θ满足一定条件时差分解具有保正性,保界性,保单调性等一系列数学性质,且在无穷范... 本文对二维Fisher-Kolmogorov-Petrovsky-Piscounov(Fisher-KPP)方程建立了一组加权的结构保持有限差分方法.运用能量分析法证明了当网格步长,参数α,p及θ满足一定条件时差分解具有保正性,保界性,保单调性等一系列数学性质,且在无穷范数意义下有O(τ+h_(x)^(2)+h_(y)^(2))的收敛阶.然后,依据差分解的渐进展式,建立了一类Richardson外推法,获得了收敛阶为O(τ^(2)+h_(x)^(4)+h_(y)^(4))的外推解,提高了计算效率.最后数值实验表明,数值结果与理论结果相吻合.值得提及的是本文构造的Richardson外推法无需对时、空网格比增加额外的条件. 展开更多
关键词 二维Fisher-KPP方程 结构保持差分格式 收敛性 RICHARDSON外推法
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周期注资的Lévy风险模型
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作者 腾叶 张志民 《应用数学学报》 CSCD 北大核心 2024年第1期56-81,共26页
本文用Lévy过程为保险公司的盈余水平建模.假设保险公司在固定的时间对盈余水平进行观测,并在每次观测后做出决策.如果观察到的盈余水平小于给定的临界水平,且非负时,不足的部分将被一次性注入,使得盈余水平恢复到临界水平.如果观... 本文用Lévy过程为保险公司的盈余水平建模.假设保险公司在固定的时间对盈余水平进行观测,并在每次观测后做出决策.如果观察到的盈余水平小于给定的临界水平,且非负时,不足的部分将被一次性注入,使得盈余水平恢复到临界水平.如果观察到的盈余水平为负,就立即宣布破产.我们利用傅里叶余弦级数展开方法,提出了计算破产前有限时间期望折现注资总成本和有限时间期望折现罚函数的数值方法.通过误差分析和数值实例,证明了该方法的准确性和有效性,并研究了各个参数对结果的影响. 展开更多
关键词 Lévy风险模型 注资 COS方法 周期观测
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函数型部分线性乘积模型的B-样条估计
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作者 丁建华 余平 丁燕萍 《应用数学学报》 CSCD 北大核心 2024年第2期204-225,共22页
本文研究了函数型部分线性乘积模型,该模型可用于响应变量为正数的函数型数据的统计建模问题,经过对数变换后模型转化为函数型部分线性模型.基于B-样条,通过极小化最小一乘相对误差(LARE)和最小乘积相对误差(LPRE),分别给出模型的LARE... 本文研究了函数型部分线性乘积模型,该模型可用于响应变量为正数的函数型数据的统计建模问题,经过对数变换后模型转化为函数型部分线性模型.基于B-样条,通过极小化最小一乘相对误差(LARE)和最小乘积相对误差(LPRE),分别给出模型的LARE估计和LPRE估计,其中B-样条基的维数利用Schwarz信息准则选取.对两种估计方法分别给出斜率函数估计的相合性和参数部分估计的渐近正态性,并且证明了斜率函数的收敛率达到了非参数函数估计的最优速率.蒙特卡洛模拟用来比较所提出的方法与最小一乘(LAD)估计和最小二乘(LS)估计在不同误差分布下的有限样本性质,模拟结果表明所提方法是有效和实用的.最后通过一个实际数据分析的例子来说明模型的应用. 展开更多
关键词 函数型数据 乘积模型 B-样条 渐近性质
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基于Volterra Heston模型的最优投资和再保险问题
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作者 候惠敏 周清 《应用数学学报》 CSCD 北大核心 2024年第1期82-100,共19页
作为金融市场体系的重要组成部分,选择最优的投资和再保险策略对保险公司来说十分重要.本文研究了保险公司在均值-方差准则下的最优投资和再保险问题,假设保险公司通过购买比例再保险来分散自身风险,其盈余过程由近似经典Cramer-Lundber... 作为金融市场体系的重要组成部分,选择最优的投资和再保险策略对保险公司来说十分重要.本文研究了保险公司在均值-方差准则下的最优投资和再保险问题,假设保险公司通过购买比例再保险来分散自身风险,其盈余过程由近似经典Cramer-Lundberg模型的扩散过程刻画,此外,保险公司通过投资于无风险资产和风险资产来增加收入,其中风险资产价格服从Volterra Heston模型.由于Volterra Heston模型的非马尔可夫性和非半鞅性,经典的随机最优控制框架不再适用,本文通过构造一个辅助随机过程,得到了依赖于Riccati-Volterra方程解的最优投资和再保险策略及有效前沿,并对最优策略、有效前沿和波动率粗糙度、再保险因素之间的关系进行了数值分析,发现股票价格的波动率越粗糙,保险公司对股票市场和再保险的需求越大. 展开更多
关键词 均值-方差准则 Volterra Heston模型 Riccati-Volterra方程 粗糙波动率
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Dynamics of a Reaction-diffusion-ODE System in a Heterogeneous Media
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作者 Cong-hui ZHANG Hai-feng ZHANG Mei-rong ZHANG acta mathematicae applicatae sinica SCIE CSCD 2024年第2期275-301,共27页
The existence and stability of stationary solutions for a reaction-diffusion-ODE system are investigated in this paper.We first show that there exist both continuous and discontinuous stationary solutions.Then a good ... The existence and stability of stationary solutions for a reaction-diffusion-ODE system are investigated in this paper.We first show that there exist both continuous and discontinuous stationary solutions.Then a good understanding of the stability of discontinuous stationary solutions is gained under an appropriate condition.In addition,we demonstrate the influences of the diffusion coefficient on stationary solutions.The results we obtained are based on the super-/sub-solution method and the generalized mountain pass theorem.Finally,some numerical simulations are given to illustrate the theoretical results. 展开更多
关键词 reaction-diffusion-ODE system discontinuous stationary solutions stability asymptotic behavior monotone solutions
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A Minimum Residual Based Gradient Iterative Method for a Class of Matrix Equations
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作者 Qing-qing Zheng acta mathematicae applicatae sinica SCIE CSCD 2024年第1期17-34,共18页
In this paper, we present a minimum residual based gradient iterative method for solving a class of matrix equations including Sylvester matrix equations and general coupled matrix equations. The iterative method uses... In this paper, we present a minimum residual based gradient iterative method for solving a class of matrix equations including Sylvester matrix equations and general coupled matrix equations. The iterative method uses a negative gradient as steepest direction and seeks for an optimal step size to minimize the residual norm of next iterate. It is shown that the iterative sequence converges unconditionally to the exact solution for any initial guess and that the norm of the residual matrix and error matrix decrease monotonically. Numerical tests are presented to show the efficiency of the proposed method and confirm the theoretical results. 展开更多
关键词 Sylvester matrix equation coupled matrix equation minimum residual gradient descent convergence analysis
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Mathematical Analysis on a General Delayed HBV Model with Capsids and Two Infection Routes
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作者 Li-li LIU Hong-gang WANG Ya-zhi LI acta mathematicae applicatae sinica SCIE CSCD 2024年第2期508-525,共18页
Considering that HBV belongs to the DNA virus family and is hepatotropic,we model the HBV DNA-containing capsids as a compartment.In this paper,a delayed HBV infection model is established,where the general incidence ... Considering that HBV belongs to the DNA virus family and is hepatotropic,we model the HBV DNA-containing capsids as a compartment.In this paper,a delayed HBV infection model is established,where the general incidence function and two infection routes including cell-virus infection and cell-cell infection are introduced.According to some preliminaries,including well-posedness,basic reproduction number and existence of two equilibria,we obtain the threshold dynamics for the model.We illustrate numerical simulations to verify the above theoretical results,and furthermore explore the impacts of intracellular delay and cell-cell infection on the global dynamics of the model. 展开更多
关键词 delayed HBV model CAPSIDS general incidence function two infection routes global stability
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Dynamic Analysis of the Multi-state Reliability System with Priority Repair Discipline
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作者 Aihemaitijiang YUMAIER Ehmet KASIM acta mathematicae applicatae sinica SCIE CSCD 2024年第3期665-694,共30页
This paper considers a multi-state repairable system that is composed of two classes of components,one of which has a priority for repair.First,we investigate the well-posedenss of the system by applying the operator ... This paper considers a multi-state repairable system that is composed of two classes of components,one of which has a priority for repair.First,we investigate the well-posedenss of the system by applying the operator semigroup theory.Then,using Greiner’s idea and the spectral properties of the corresponding operator,we obtain that the time-dependent solution of the system converges strongly to its steady-state solution. 展开更多
关键词 multi-state system C0-SEMIGROUP Dirichlet operator WELL-POSEDNESS asymptotic behavior
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A Novel Analysis Approach of Uniform Persistence for an Epidemic Model with Quarantine and Standard Incidence Rate
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作者 Song-bai GUO Yu-ling XUE +1 位作者 Xi-liang LI Zuo-huan ZHENG acta mathematicae applicatae sinica SCIE CSCD 2024年第3期695-707,共13页
Inspired by the transmission characteristics of the coronavirus disease 2019(COVID-19),an epidemic model with quarantine and standard incidence rate is first developed,then a novel analysis approach is proposed for fi... Inspired by the transmission characteristics of the coronavirus disease 2019(COVID-19),an epidemic model with quarantine and standard incidence rate is first developed,then a novel analysis approach is proposed for finding the ultimate lower bound of the number of infected individuals,which means that the epidemic is uniformly persistent if the control reproduction number R_(c)>1.This approach can be applied to the related biomat hem at ical models,and some existing works can be improved by using that.In addition,the infection-free equilibrium V^(0)of the model is locally asymptotically stable(LAS)if R_(c)<1 and linearly stable if R_(c)=1;while V^(0)is unstable if R_(c)>1. 展开更多
关键词 uniform persistence epidemic model control reproduction number QUARANTINE standard incidence rate
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A Global Optimality Principle for Fully Coupled Mean-field Control Systems
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作者 Tao HAO acta mathematicae applicatae sinica SCIE CSCD 2024年第2期379-413,共35页
This paper concerns a global optimality principle for fully coupled mean-field control systems.Both the first-order and the second-order variational equations are fully coupled mean-field linear FBSDEs. A new linear r... This paper concerns a global optimality principle for fully coupled mean-field control systems.Both the first-order and the second-order variational equations are fully coupled mean-field linear FBSDEs. A new linear relation is introduced, with which we successfully decouple the fully coupled first-order variational equations. We give a new second-order expansion of Y^(ε) that can work well in mean-field framework. Based on this result, the stochastic maximum principle is proved. The comparison with the stochastic maximum principle for controlled mean-field stochastic differential equations is supplied. 展开更多
关键词 optimal control global maximum principle fully coupled general mean-field FBSDE adjoint equation recursive utility
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Reliability of a Multicomponent Stress-strength Model Based on a Bivariate Kumaraswamy Distribution with Censored Data
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作者 Cong-hua CHENG acta mathematicae applicatae sinica SCIE CSCD 2024年第2期478-507,共30页
In this paper,we consider a system which has k statistically independent and identically distributed strength components and each component is constructed by a pair of statistically dependent elements with doubly type... In this paper,we consider a system which has k statistically independent and identically distributed strength components and each component is constructed by a pair of statistically dependent elements with doubly type-II censored scheme.These elements(X1,Y1),(X2,Y2),…,(Xk,Yk)follow a bivariate Kumaraswamy distribution and each element is exposed to a common random stress T which follows a Kumaraswamy distribution.The system is regarded as operating only if at least s out of k(1≤s≤k)strength variables exceed the random stress.The multicomponent reliability of the system is given by Rs,k=P(at least s of the(Z1,…,Zk)exceed T)where Zi=min(Xi,Yi),i=1,…,k.The Bayes estimates of Rs,k have been developed by using the Markov Chain Monte Carlo methods due to the lack of explicit forms.The uniformly minimum variance unbiased and exact Bayes estimates of Rs,k are obtained analytically when the common second shape parameter is known.The asymptotic confidence interval and the highest probability density credible interval are constructed for Rs,k.The reliability estimators are compared by using the estimated risks through Monte Carlo simulations. 展开更多
关键词 stress-strength model bivariate Kumaraswamy distribution multicomponent reliability doubly Type-II censored scheme interval estimation
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Equilibrium Reinsurance Strategy and Mean Residual Life Function
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作者 Dan-ping LI Lv CHEN +1 位作者 Lin-yi QIAN Wei WANG acta mathematicae applicatae sinica SCIE CSCD 2024年第3期758-777,共20页
In this paper,we analyze the relationship between the equilibrium reinsurance strategy and the tail of the distribution of the risk.Since Mean Residual Life(MRL)has a close relationship with the tail of the distributi... In this paper,we analyze the relationship between the equilibrium reinsurance strategy and the tail of the distribution of the risk.Since Mean Residual Life(MRL)has a close relationship with the tail of the distribution,we consider two classes of risk distributions,Decreasing Mean Residual Life(DMRL)and Increasing Mean Residual Life(IMRL)distributions,which can be used to classify light-tailed and heavy-tailed distributions,respectively.We assume that the underlying risk process is modelled by the classical CramérLundberg model process.Under the mean-variance criterion,by solving the extended Hamilton-Jacobi-Bellman equation,we derive the equilibrium reinsurance strategy for the insurer and the reinsurer under DMRL and IMRL,respectively.Furthermore,we analyze how to choose the reinsurance premium to make the insurer and the reinsurer agree with the same reinsurance strategy.We find that under the case of DMRL,if the distribution and the risk aversions satisfy certain conditions,the insurer and the reinsurer can adopt a reinsurance premium to agree on a reinsurance strategy,and under the case of IMRL,the insurer and the reinsurer can only agree with each other that the insurer do not purchase the reinsurance. 展开更多
关键词 mean residual life excess-of-loss reinsurance INSURER reinsurer stochastic control
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Stability of the Phase Separation State for Compressible Navier-Stokes/Allen-Cahn System
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作者 Ya-zhou Chen Hakho Hong Xiao-ding Shi acta mathematicae applicatae sinica SCIE CSCD 2024年第1期45-74,共30页
This paper is concerned with the large time behavior of the Cauchy problem for Navier-Stokes/AllenCahn system describing the interface motion of immiscible two-phase flow in 3-D. The existence and uniqueness of global... This paper is concerned with the large time behavior of the Cauchy problem for Navier-Stokes/AllenCahn system describing the interface motion of immiscible two-phase flow in 3-D. The existence and uniqueness of global solutions and the stability of the phase separation state are proved under the small initial perturbations. Moreover, the optimal time decay rates are obtained for higher-order spatial derivatives of density,velocity and phase. Our results imply that if the immiscible two-phase flow is initially located near the phase separation state, then under small perturbation conditions, the solution exists globally and decays algebraically to the complete separation state of the two-phase flow, that is, there will be no interface fracture, vacuum, shock wave, mass concentration at any time, and the interface thickness tends to zero as the time t → +∞. 展开更多
关键词 Navier-Stokes/Allen-Cahn system EXISTENCE UNIQUENESS large time behavior decay rate
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