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Strong Convergence and Its Rate of Modified Partitioning Estimation for Nonparametric Regression Function under Dependence Samples 被引量:5
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作者 凌能祥 《Northeastern Mathematical Journal》 CSCD 2004年第3期349-354,共6页
In this paper, we study the strong consistency and convergence rate for modified partitioning estimation of regression function under samples that are ψ-mixing with identically distribution.
关键词 partitioning esfimation strong convergence convergence rate nonpara-metric regression function Ψ-MIXING
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Generalised Error Functions from the Kerr Metric
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作者 唐文林 罗子人 刘润球 《Chinese Physics Letters》 SCIE CAS CSCD 2016年第3期12-16,共5页
Motivated by the effort to understand the mathematical structure underlying the Teukolsky equations in a Kerr metric background, a homogeneous integral equation related to the prolate spheroidal function is studied. F... Motivated by the effort to understand the mathematical structure underlying the Teukolsky equations in a Kerr metric background, a homogeneous integral equation related to the prolate spheroidal function is studied. From the consideration of the Fredholm determinant of the integral equation, a family of generalized error function is defined, with which the Fredholm determinant of the sinc kernel is also evaluated. An analytic solution of a special ease of the fifth Painlev~ transcendent is then worked out explicitly. 展开更多
关键词 of IS exp in Generalised Error functions from the Kerr metric from
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Common Fixed Point Results for Quasi-contractions Involving Altering Distance Functions in Ordered Cone Metric Spaces 被引量:1
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作者 SONG Ji-ping WANG Mao-fa 《Chinese Quarterly Journal of Mathematics》 2018年第1期1-16,共16页
Some common fixed point results for mappings satisfying a quasi-contractive condition which involves altering distance functions are obtained in partially ordered complete cone metric spaces. A sufficient condition fo... Some common fixed point results for mappings satisfying a quasi-contractive condition which involves altering distance functions are obtained in partially ordered complete cone metric spaces. A sufficient condition for the uniqueness of common fixed point is proved. Also, an example is given to support our results. 展开更多
关键词 partially ordered cone metric space quasi-contraction common fixed point altering distance function
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AXISYMMETRIC BENDING OF TWO-DIRECTIONAL FUNCTIONALLY GRADED CIRCULAR AND ANNULAR PLATES 被引量:6
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作者 Guojun Nie Zheng Zhong 《Acta Mechanica Solida Sinica》 SCIE EI 2007年第4期289-295,共7页
Assuming the material properties varying with an exponential law both in the thick- ness and radial directions, axisymmetric bending of two-directional functionally graded circular and annular plates is studied using ... Assuming the material properties varying with an exponential law both in the thick- ness and radial directions, axisymmetric bending of two-directional functionally graded circular and annular plates is studied using the semi-analytical numerical method in this paper. The deflections and stresses of the plates are presented. Numerical results show the well accuracy and convergence of the method. Compared with the finite element method, the semi-analytical nu- merical method is with great advantage in the computational efficiency. Moreover, study on ax- isymmetric bending of two-directional functionally graded annular plate shows that such plates have better performance than those made of isotropic homogeneous materials or one-directional functionally graded materials. Two-directional functionally graded material is a potential alternative to the one-directional functionally graded material. And the integrated design of materials and structures can really be achieved in two-directional functionally graded materials. 展开更多
关键词 two-directional functionally graded materials circular and annular plates axisym-metric bending semi-analytical numerical method integrated design
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A Relation between Resolvents of Subdifferentials and Metric Projections to Level Sets
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作者 Hiroko Okochi 《Applied Mathematics》 2023年第6期428-435,共8页
An equation concerning with the subdifferential of convex functionals defined in real Banach spaces and the metric projections to level sets is shown. The equation is compared with the resolvents of general monotone o... An equation concerning with the subdifferential of convex functionals defined in real Banach spaces and the metric projections to level sets is shown. The equation is compared with the resolvents of general monotone operators, and makes the geometric properties of differential equations expressed by subdifferentials clear. Hence, it can be expected to be useful in obtaining the steepest descents defined by the convex functionals in Banach spaces. Also, it gives a similar result to the Lagrange multiplier method under certain conditions. 展开更多
关键词 SUBDIFFERENTIAL Convex functional Monotone Operator RESOLVENT Lagrange Multiplier Banach Space metric Projection
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CodeScore-R:用于评估代码合成功能准确性的自动化鲁棒指标
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作者 杨光 周宇 +1 位作者 陈翔 张翔宇 《计算机研究与发展》 EI CSCD 北大核心 2024年第2期291-306,共16页
评估指标在代码合成领域中至关重要.常用的代码评估指标可以分为3种类型:基于匹配、基于语义和基于执行.其中,基于执行的Pass@k指标通过执行测试用例,能够准确判断预测代码的功能准确性.然而,该指标的计算需要大量开销,因此亟需设计一... 评估指标在代码合成领域中至关重要.常用的代码评估指标可以分为3种类型:基于匹配、基于语义和基于执行.其中,基于执行的Pass@k指标通过执行测试用例,能够准确判断预测代码的功能准确性.然而,该指标的计算需要大量开销,因此亟需设计一种自动化评估指标,在无需测试用例时仍可评估预测代码的功能准确性.此外,好的评估指标应当具有鲁棒性,即预测代码发生微小改变时,评估指标仍能保持其准确性.为此,提出了一种基于UniXcoder和对比学习的自动化鲁棒指标CodeScore-R,用于评估代码合成的功能准确性. CodeScore-R采用草图化处理、语法等价转换和变异测试等技术手段,有效减轻了标识符、语法结构和运算符对评估结果的干扰.实验结果表明,在Java和Python语言上的代码生成和迁移任务中,CodeScore-R的表现优于其他无需测试用例的评估指标,且更接近Pass@k指标,并具有更强的鲁棒性. 展开更多
关键词 代码合成评估指标 功能准确性 鲁棒性 代码合成 神经网络
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基于多视图传播的无监督三维重建方法
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作者 罗锦锋 袁冬莉 +2 位作者 张蓝 屈耀红 宿世鸿 《西北工业大学学报》 EI CAS CSCD 北大核心 2024年第1期129-137,共9页
提出一种端到端的深度学习框架,从多视图中计算深度图从而重建出三维模型。针对目前大多数研究方法通过3D卷积实现3D成本体积正则化并回归得到初始深度图带来巨大的GPU内存消耗,以及由于设备受限导致有监督的方法中深度图真值难以获取... 提出一种端到端的深度学习框架,从多视图中计算深度图从而重建出三维模型。针对目前大多数研究方法通过3D卷积实现3D成本体积正则化并回归得到初始深度图带来巨大的GPU内存消耗,以及由于设备受限导致有监督的方法中深度图真值难以获取的问题,提出一种多视图传播的无监督三维重建方法。该方法借鉴Patchmatch算法思想,在深度范围内将深度划分n层,通过多视图传播得到深度假设,并利用多个视图之间的光度一致性、结构相似性和深度平滑度构建多指标损失函数,作为网络中学习深度预测的监督信号。实验表明,文中提出的方法在DTU、Tanks&Temples和自制数据集上的性能和泛化性非常有竞争力,比采用3D成本体积正则化的方法快1.7倍以上,内存使用量减少75%。 展开更多
关键词 多视图传播 无监督 三维重建 Patchmatch算法 多指标损失函数
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基于文献计量的森林水源涵养功能研究热点与趋势分析
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作者 李雪 崔自杰 +4 位作者 李玉峰 冯英杰 张卫强 甘先华 刘效东 《林业与环境科学》 2024年第4期120-131,共12页
森林作为陆地生态系统水源涵养的主体,其水源涵养功能及其价值的研究一直是森林生态系统服务功能领域研究的热点问题。为探究森林生态系统水源涵养功能的发展脉络、研究热点和前沿趋势,文章基于中国知网(CNKI)和Web of Science(WOS)核... 森林作为陆地生态系统水源涵养的主体,其水源涵养功能及其价值的研究一直是森林生态系统服务功能领域研究的热点问题。为探究森林生态系统水源涵养功能的发展脉络、研究热点和前沿趋势,文章基于中国知网(CNKI)和Web of Science(WOS)核心合集数据库,利用可视化工具CiteSpace和VOSviewer绘制森林生态系统水源涵养功能研究的知识结构图谱,分析该领域论文发表的数量动态、国家与机构合作关系、热点问题及前沿动态等。结果表明:全球范围内,森林生态系统水源涵养领域的发文量稳步上升,尤其是中国在该领域研究的国际影响力逐年提升;从发文量来看我国居第一位,但美国与其他国家间的合作更为密切;该领域的发文机构中,中国科学院在CNKI数据库和WOS数据库收录的文献量均是最多。森林生态系统水源涵养的中、英文文献研究热点分别为森林水源涵养功能、生态系统服务及其对气候变化与土地利用变化的响应等;从发展趋势来看,中文文献在森林生态系统水源涵养领域研究侧重于枯落物层和土壤层的水文效应,而英文文献侧重于干旱条件、空间变异及景观格局变化对水源涵养功能的影响。整体上,未来我国应进一步注重变化情景下(如气候变化、森林结构变化、土地利用变化等)不同时空尺度水源涵养功能变化及其评估等研究,以期更加有力服务于水资源的综合管理及风险防范决策。 展开更多
关键词 水源涵养 水文功能 生态系统服务 价值评估 文献计量
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功能性行为评估对孤独症儿童问题行为的个案干预研究——Tau-U指标的应用
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作者 罗蓉 左子玲 +1 位作者 武厚 刘芳彤 《心理学探新》 北大核心 2024年第2期176-183,共8页
孤独症儿童问题行为相当普遍,其中自伤性行为、攻击性行为和自我刺激行为发生频率高,其破坏性和危险性令人担忧。研究通过功能性行为评估,分析学前(2-5岁)孤独症儿童三种典型问题行为背后的功能原因,设计相应的干预方案,采用单一被试A-... 孤独症儿童问题行为相当普遍,其中自伤性行为、攻击性行为和自我刺激行为发生频率高,其破坏性和危险性令人担忧。研究通过功能性行为评估,分析学前(2-5岁)孤独症儿童三种典型问题行为背后的功能原因,设计相应的干预方案,采用单一被试A-B-A倒返实验设计对问题行为进行干预。采用单一被试研究数据分析指标Tau-U进行分析,数据显示,经过4周干预,三名学前孤独症儿童问题行为的发生频率显著降低,干预有效。研究表明应用功能性行为评估诊断孤独症儿童问题行为,据此实施干预可有效减少问题行为,促进其适应性行为建立。 展开更多
关键词 孤独症儿童 问题行为 功能性行为评估 Tau-U指标
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Spherical Symmetric Solitons of Interacting Spinor, Scalar and Gravitational Fields in General Relativity
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作者 Jonas Edou Alain Adomou Siaka Massou 《Journal of High Energy Physics, Gravitation and Cosmology》 2021年第1期52-65,共14页
The concept of soliton as regular localized stable solutions of nonlinear differential equations is being widely utilized in pure science for various aims. In present analysis, the soliton concept is used as a model i... The concept of soliton as regular localized stable solutions of nonlinear differential equations is being widely utilized in pure science for various aims. In present analysis, the soliton concept is used as a model in order to describe the configurations of elementary particles in general relativity. To this end, our study deals with the spherical symmetric solitons of interacting Spinor, Scalar and Gravitational Fields in General Relativity. Thus, exact spherical symmetric general solutions to the interaction of spinor, scalar and gravitational field equations have been obtained. The Einstein equations have been transformed into a Liouville equation type and solved. Let us emphasize that these solutions are regular with localized energy density and finite total energy. In addition, the total charge and spin are limited. Moreover, the obtained solutions are soliton-like solutions. These solutions can be used in order to describe the configurations of elementary particles. 展开更多
关键词 Liouville Type Equation Elementary Particles Einstein’s Equations metric functions
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基于深度度量学习的有源欺骗干扰快速识别算法
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作者 温镇铭 王国宏 +1 位作者 于洪波 熊振宇 《中国电子科学研究院学报》 2024年第4期307-314,339,共9页
干扰的精准识别是实现干扰抑制的关键前提,但在实际有源欺骗干扰的识别过程中,形态相近的单一干扰易混淆、复合干扰识别准确率不高的问题较为突出。为解决这一问题,文中提出基于深度度量学习的有源欺骗干扰快速识别算法。方法以干扰信... 干扰的精准识别是实现干扰抑制的关键前提,但在实际有源欺骗干扰的识别过程中,形态相近的单一干扰易混淆、复合干扰识别准确率不高的问题较为突出。为解决这一问题,文中提出基于深度度量学习的有源欺骗干扰快速识别算法。方法以干扰信号的平滑伪Wigner-Ville分布(Smoothed Pseudo-Wigner-Ville Distribution,SPWVD)作为时频特征样本训练深度度量学习网络,并通过哈希算法和“交叉熵损失函数—三元组损失函数—中心损失函数”的联合约束优化图像特征,以增强深度度量学习网络对时频分布中细微差异的甄别能力。仿真实验表明,经训练后的深度度量学习网络可快速、准确识别八种单一干扰和三种复合干扰,平均识别准确率达到99.36%,且在样本数量较少的情况下依然保持良好性能。 展开更多
关键词 有源欺骗干扰 干扰识别 深度度量学习 损失函数 时频分布
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拟双曲度量空间中广义反演函数的性质
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作者 杨倩 梁茜 刘红军 《兰州工业学院学报》 2024年第2期97-101,共5页
基于一般度量空间中flattening函数和admission反演函数的概念,在拟双曲度量空间中引入拟对偶的概念,并借助于拟双曲度量作为工具,结合flattening函数和admission反演函数的性质来刻画了拟双曲度量空间中广义反演函数的几何特征。
关键词 拟双曲度量空间 flattening函数 admission反演函数 拟对偶性
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Uniqueness of Common Fixed Points for a Family of Mappings with <i>Φ</i>-Contractive Condition in 2-Metric Spaces 被引量:9
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作者 Yong-Jie Piao 《Applied Mathematics》 2012年第1期73-77,共5页
In this paper, we will introduce a class of 5-dimensional functions Φ and prove that a family of self-mappings {Ti,j} iεN in 2-metric space have an unique common fixed point if 1) {Ti,j} iεN satisfies Φj-contracti... In this paper, we will introduce a class of 5-dimensional functions Φ and prove that a family of self-mappings {Ti,j} iεN in 2-metric space have an unique common fixed point if 1) {Ti,j} iεN satisfies Φj-contractive condition, where ΦjεΦ, for each jεN;2) Tm,μ n,v for all m,n,μ,vεN with μ ≠ v . Our main result generalizes and unifies many known unique common fixed point theorems in 2-metric spaces. 展开更多
关键词 2-metric Space 5-Dimensional functions Φ Φ-Contractive CONDITION CAUCHY Sequence Common Fixed Point
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Block-Based Steganographic Algorithm Using Modulus Function and Pixel-Value Differencing 被引量:1
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作者 Ahlam K. Al-Dhamari Khalid A. Darabkh 《Journal of Software Engineering and Applications》 2017年第1期56-77,共22页
The main purpose in developing the steganographic algorithms lies in achieving most of the steganographic objectives which comprise the embedding capacity, imperceptibility, security, robustness and complexity. In thi... The main purpose in developing the steganographic algorithms lies in achieving most of the steganographic objectives which comprise the embedding capacity, imperceptibility, security, robustness and complexity. In this paper, we propose a high quality steganographic algorithm using new block structure which makes a good use of both modulus function and pixel-value differencing, namely, MF-PVD. We have made many experiments with various test images from several galleries, such as USC-SIPI and UWATERLOO-LINK. The performance of our proposed algorithm is verified using three different performance metrics which include peak signal-to-noise ratio (PSNR), structural similarity index measure (SSIM), and embedding capacity (EC). Experimental results and comparisons with six pertinent state-of-art algorithms are given to prove the validation and efficiency of the proposed algorithm. 展开更多
关键词 Data Hiding STEGANOGRAPHY WATERMARKING Pixel-Value Differencing MODULUS function Performance metrics
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Dynamic fan-in and fan-out metrics for program comprehension
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作者 王玉英 李青山 +1 位作者 陈平 任春德 《Journal of Shanghai University(English Edition)》 CAS 2007年第5期474-479,共6页
In this paper, an approach to use run-time information to discover knowledge about software systems thus facilitating program comprehension is presented. Some dynamic metrics based on traces of the subject system exec... In this paper, an approach to use run-time information to discover knowledge about software systems thus facilitating program comprehension is presented. Some dynamic metrics based on traces of the subject system execution are proposed. A method of getting these dynamic metrics is introduced, in which instrumentation is implemented by using reflective mechanism based on an open compiler. The system run-time information is captured during the instrumented system running and is then analyzed to get these dynamic metrics. A case study is given to illustrate the use of these dynamic metrics, i.e., identifying critical components of the subject system. These critical components should be focus on user attentions in order to understand the subject system well. 展开更多
关键词 program comprehension dynamic metrics critical components functionality
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基于距离度量损失框架的半监督学习方法 被引量:2
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作者 刘半藤 叶赞挺 +3 位作者 秦海龙 王柯 郑启航 王章权 《浙江大学学报(工学版)》 EI CAS CSCD 北大核心 2023年第4期744-752,共9页
为了解决半监督学习方法训练过程中因损失函数类型不同、损失尺度不统一而导致的损失权重难以调节,模型优化方向不统一与泛化能力不足的问题,提出基于距离度量损失框架的半监督学习方法.该方法从距离度量损失的角度出发,提出统一损失框... 为了解决半监督学习方法训练过程中因损失函数类型不同、损失尺度不统一而导致的损失权重难以调节,模型优化方向不统一与泛化能力不足的问题,提出基于距离度量损失框架的半监督学习方法.该方法从距离度量损失的角度出发,提出统一损失框架函数,实现了半监督任务中不同损失函数之间的损失权重调节.针对损失框架中嵌入向量的目标区域问题,引入自适应相似度权重,以避免传统度量学习损失函数优化方向的冲突,提高模型的泛化性能.为了验证方法的有效性,分别采用CNN13网络和ResNet18网络,在CIFAR-10、CIFAR-100、SVHN、STL-10标准图像数据集和医疗肺炎数据集Pneumonia Chest X-ray上,构建半监督学习模型与常用半监督方法进行比较.实验结果表明,在同等标签数目的条件下,提出方法具有最优的分类准确度. 展开更多
关键词 半监督学习 度量学习 损失函数 损失框架 分类
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A Family of Non-Self Maps Satisfying <i>Φ</i><sub>i</sub>-Contractive Condition and Having Unique Common Fixed Point in Metrically Convex Spaces 被引量:1
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作者 Yongjie Piao Dongzhe Piao 《Advances in Pure Mathematics》 2012年第4期280-284,共5页
Class of 5-dimensional functions Φ was introduced and a convergent sequence determined by non-self mappings satisfying certain Φi-contractive condition was constructed, and then that the limit of the sequence is the... Class of 5-dimensional functions Φ was introduced and a convergent sequence determined by non-self mappings satisfying certain Φi-contractive condition was constructed, and then that the limit of the sequence is the unique com-mon fixed point of the mappings was proved. Finally, several more general forms were given. Our main results gener-alize and unify many same type fixed point theorems in references. 展开更多
关键词 metrically Convex Space 5-Dimensional functions Φ Φi-Contractive CONDITION Common Fixed Point Complete
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A Note on the Selection Expectation and Support Function
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作者 Rigao He 《Advances in Pure Mathematics》 2015年第10期583-586,共4页
In this paper, we prove the relationship between selection expectation and support function by a new method.
关键词 Support function HAUSDORFF metric RANDOM Set SELECTION EXPECTATION
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A Remark on the Uniform Convergence of Some Sequences of Functions
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作者 Guy Degla 《Advances in Pure Mathematics》 2015年第9期527-533,共7页
We stress a basic criterion that shows in a simple way how a sequence of real-valued functions can converge uniformly when it is more or less evident that the sequence converges uniformly away from a finite number of ... We stress a basic criterion that shows in a simple way how a sequence of real-valued functions can converge uniformly when it is more or less evident that the sequence converges uniformly away from a finite number of points of the closure of its domain. For functions of a real variable, unlike in most classical textbooks our criterion avoids the search of extrema (by differential calculus) of their general term. 展开更多
关键词 Sequence of functionS UNIFORM CONVERGENCE metric BOUNDEDNESS
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Cartan-Egg域与复欧氏空间的不相关性 被引量:1
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作者 程晓亮 王博 郝毅红 《华东师范大学学报(自然科学版)》 CAS CSCD 北大核心 2023年第4期43-51,共9页
多复变中某些特定度量下的域与复欧氏空间的相关性一直是近年来研究的热点问题.如果两个Kähler流形具有公共的Kähler子流形,则称它们是相关的,否则称为不相关的.Cartan-Egg域是一类非常好的有界非齐性域,其Bergman核函数的显... 多复变中某些特定度量下的域与复欧氏空间的相关性一直是近年来研究的热点问题.如果两个Kähler流形具有公共的Kähler子流形,则称它们是相关的,否则称为不相关的.Cartan-Egg域是一类非常好的有界非齐性域,其Bergman核函数的显表达式可以通过膨胀原理构造得到,研究具有Bergman度量的Cartan-Egg域与具有平坦度量的复欧氏空间的相关性是有意义的.如果一个域的Bergman核函数是Nash函数,容易分析在其诱导的Bergman度量下与复欧氏空间的相关性,而Cartan-Egg域的Bergman核函数不是Nash函数.通过分析Cartan-Egg域的Bergman核函数的偏导函数的代数性质,得到具有Bergman度量的Cartan-Egg域与具有平坦度量的复欧氏空间是不相关的. 展开更多
关键词 Cartan-Egg域 等距嵌入 Nash函数 BERGMAN度量
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