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A note on the Carleson measure for Dirichlet type spaces on the unit ball of $C^n$ C^n的单位球上Dirichlet型空间的Carleson测度
IF 2.9 2区 数学 Q1 MATHEMATICS Pub Date : 2022-01-01 DOI: 10.23952/jnva.6.2022.1.08
Xiangling Zhu
. In this paper, we characterize the q -Carleson measure for Dirichlet type spaces D p α on the unit ball when 0 < p < q < ∞ and α > − 1 by using Carleson blocks and Carleson tubes.
. 本文利用Carleson块和Carleson管刻画了单位球上Dirichlet型空间D p α当0 < p < q <∞和α > - 1时的q -Carleson测度。
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引用次数: 0
Fast spectral clustering with self-weighted features 基于自加权特征的快速光谱聚类
IF 2.9 2区 数学 Q1 MATHEMATICS Pub Date : 2022-01-01 DOI: 10.23952/jnva.6.2022.1.02
Xiang Zhu, Zhiling Cai, Y. Ziniu, Junliang Wu, William Zhu
. As one of the mainstream clustering methods, the spectral clustering has aroused more and more attention recently because of its good performance, especially in nonlinear data sets. However, traditional spectral clustering models have high computational complexity. Meanwhile, most of these models fail in distinguishing the noisy and useful features in practice, which leads to the limitation of clustering performance. In this paper, we propose a new fast spectral clustering with self-weighted features (FSCSWF) to achieve good clustering performance through learning and assigning optimal weights for features in a low computational complexity. Specifically, the FSCSWF selects anchors from original samples, then learns the weights of features and the similarity between anchors and samples interactively in a local structure learning framework. This interactive learning makes the learnt similarity can better measure the relationship between anchors, and samples due to the optimal weights make the data points become more discriminative. Moreover, the connectivity constraint are embedded to make sure that the connected components of bipartite graph constructed by the learnt similarity can indicate clusters di-rectly. In this way, the FSCSWF can achieve good clustering performance and has a low computational complexity, which is linear to the number of samples. Extensive experiments on synthetic and practical data sets illustrate the effectiveness and efficiency of the FSCSWF with respect to state-of-the-art methods.
. 谱聚类作为主流聚类方法之一,近年来因其良好的性能,特别是在非线性数据集上的应用受到越来越多的关注。然而,传统的光谱聚类模型具有较高的计算复杂度。同时,在实际应用中,这些模型大多无法区分噪声特征和有用特征,从而限制了聚类性能。本文提出了一种新的自加权特征快速谱聚类方法(FSCSWF),通过对特征进行学习和分配最优权重,在较低的计算复杂度下获得良好的聚类性能。具体而言,FSCSWF从原始样本中选择锚点,然后在局部结构学习框架中交互学习特征权重和锚点与样本之间的相似度。这种交互学习使得学习到的相似度可以更好的衡量锚点之间的关系,而样本由于最优的权重使得数据点变得更有判别性。此外,该方法还嵌入了连通性约束,以保证由学习到的相似度构造的二部图的连通分量能够直接表示聚类。这样,FSCSWF可以获得良好的聚类性能,并且具有较低的计算复杂度,计算复杂度与样本数量呈线性关系。在合成和实际数据集上进行的大量实验表明,相对于最先进的方法,FSCSWF的有效性和效率。
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引用次数: 3
On metrizable vector spaces with the Lebesgue property 关于具有勒贝格性质的可度量向量空间
IF 2.9 2区 数学 Q1 MATHEMATICS Pub Date : 2022-01-01 DOI: 10.23952/jnva.6.2022.3.06
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引用次数: 0
A special issue on the theory and numerical methods for vector optimization problems with respect to variable domination structures 关于变量控制结构矢量优化问题的理论和数值方法的专刊
IF 2.9 2区 数学 Q1 MATHEMATICS Pub Date : 2022-01-01 DOI: 10.23952/jnva.6.2022.6.01
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引用次数: 0
Some general Hurwitz-Lerch type Zeta functions associated with the Srivastava-Daoust multiple hypergeometric functions 一些与Srivastava-Daoust多重超几何函数相关的一般Hurwitz-Lerch型Zeta函数
IF 2.9 2区 数学 Q1 MATHEMATICS Pub Date : 2022-01-01 DOI: 10.23952/jnva.6.2022.4.01
H. Srivastava, R. Chandel, H. Kumar
. In this paper, we introduce and investigate various properties and relations involving some general families of double and multiple Hurwitz-Lerch type zeta functions which are associated with the Srivastava-Daoust class of hypergeometric functions in two and more variables. Relevant connections with other (known or new) results for functions of the analytic number theory are also considered.
. 本文介绍并研究了与Srivastava-Daoust类双变量及多变量超几何函数相关的一般双、多重Hurwitz-Lerch型zeta函数族的各种性质和关系。与解析数论函数的其他(已知的或新的)结果的相关联系也被考虑。
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引用次数: 2
Optimal feedback control for a class of second-order evolution differential inclusions with Clarke’s subdifferential 一类具有Clarke子微分的二阶演化微分包体的最优反馈控制
IF 2.9 2区 数学 Q1 MATHEMATICS Pub Date : 2022-01-01 DOI: 10.23952/jnva.6.2022.5.08
Jun Chen, Zhenhai Liu, F. Lomovtsev, V. Obukhovskii
. The goal of this paper is to study optimal feedback control for a class of non-autonomous second-order evolution inclusions with Clarke’s subdifferential in a separable reflexive Banach space. We only assume that the second order evolution operator involved satisfies the strong continuity condition instead of the compactness, which was used in previous literature. By using the properties of multimaps and Clarke’s subdifferential, we assume some sufficient conditions to ensure the existence of feasible pairs of the feedback control systems. Furthermore, we also prove the existence of optimal control pairs
. 研究了可分离自反Banach空间中一类具有Clarke次微分的非自治二阶演化包体的最优反馈控制问题。我们只假设所涉及的二阶演化算子满足强连续性条件,而不像以往文献中那样满足紧性条件。利用多映射和Clarke子微分的性质,给出了反馈控制系统存在可行对的充分条件。进一步证明了最优控制对的存在性
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引用次数: 4
A new tensor projection method for tensor variational inequalities 张量变分不等式的一种新的张量投影法
IF 2.9 2区 数学 Q1 MATHEMATICS Pub Date : 2022-01-01 DOI: 10.23952/jnva.6.2022.3.04
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引用次数: 0
A first bibliography on set and vector optimization problems with respect to variable domination structures 关于变量控制结构的集和向量优化问题的第一个参考书目
IF 2.9 2区 数学 Q1 MATHEMATICS Pub Date : 2022-01-01 DOI: 10.23952/jnva.6.2022.6.09
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引用次数: 1
Approximation of solutions of the split minimization problem with multiple output sets and common fixed point problems in real Banach spaces 实数Banach空间中具有多输出集的分裂极小化问题和公共不动点问题解的逼近
IF 2.9 2区 数学 Q1 MATHEMATICS Pub Date : 2022-01-01 DOI: 10.23952/jnva.6.2022.4.03
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引用次数: 0
Optimal payoffs for directionally closed acceptance sets 方向封闭验收集的最优收益
IF 2.9 2区 数学 Q1 MATHEMATICS Pub Date : 2022-01-01 DOI: 10.23952/jnva.6.2022.6.04
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引用次数: 0
期刊
Journal of Nonlinear and Variational Analysis
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