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Böttcher-Wenzel inequality for weighted Frobenius norms and its application to quantum physics 加权弗罗贝尼斯准则的博特尔-文泽尔不等式及其在量子物理学中的应用
IF 1 3区 数学 Q1 MATHEMATICS Pub Date : 2024-07-17 DOI: 10.1016/j.laa.2024.07.013

By employing a weighted Frobenius norm with a positive definite matrix ω, we introduce natural generalizations of the famous Böttcher-Wenzel (BW) inequality. Based on the combination of the weighted Frobenius norm

and the standard Frobenius norm
, there are exactly five possible generalizations, labeled (i) through (v), for the bounds on the norms of the commutator [A,B]:=ABBA. In this paper, we establish the tight bounds for cases (iii) and (v), and propose conjectures regarding the tight bounds for cases (i) and (ii). Additionally, the tight bound for case (iv) is derived as a corollary of case (i). All these bounds (i)-(v) serve as generalizations of the BW inequality. The conjectured bounds for cases (i) and (ii) (and thus also (iv)) are numerically supported for matrices up to size n=15. Proofs are provided for n=2 and certain special cases. Interestingly, we find applications of these bounds in quantum physics, particularly in the contexts of the uncertainty relation and open quantum dynamics.

通过使用带有正定矩阵的加权弗罗贝尼斯规范,我们引入了著名的伯特尔-文采尔(BW)不等式的自然广义。基于加权弗罗贝纽斯规范▪ 和标准弗罗贝纽斯规范▪ 的组合,换元规范的边界正好有五种可能的广义,分别标为(i)到(v)。在本文中,我们建立了 (iii) 和 (v) 两种情况的紧界,并对 (i) 和 (ii) 两种情况的紧界提出了猜想。此外,情况 (iv) 的紧界是情况 (i) 的推论。所有这些界值(i)-(v)都是对 BW 不等式的概括。情况 (i) 和 (ii) 的猜想界值(以及情况 (iv))对于大小不超过 .我们还为某些特殊情况提供了证明。有趣的是,我们发现这些边界在量子物理学中的应用,特别是在不确定性关系和开放量子动力学的背景下。
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引用次数: 0
An inverse eigenvalue problem for structured matrices determined by graph pairs 由图对决定的结构矩阵的逆特征值问题
IF 1 3区 数学 Q1 MATHEMATICS Pub Date : 2024-07-15 DOI: 10.1016/j.laa.2024.07.007

Given a pair of real symmetric matrices A,BRn×n with nonzero patterns determined by the edges of any pair of chosen graphs on n vertices, we consider an inverse eigenvalue problem for the structured matrix C=[ABIO]R2n×2n. We conjecture that C can attain any spectrum that is closed under conjugation. We use a structured Jacobian method to prove this conjecture for A and B of orders at most 4 or when the graph of A has a Hamilton path, and prove a weaker version of this conjecture for any pair of graphs with a restriction on the multiplicities of eigenvalues of C.

给定一对实对称矩阵 A,B∈Rn×n,其非零图案由 n 个顶点上任意一对所选图形的边决定,我们考虑结构矩阵 C=[ABIO]∈R2n×2n的逆特征值问题。我们猜想,C 可以达到任何在共轭作用下封闭的谱。我们使用结构雅各布方法证明了阶最多为 4 或当 A 的图有一条汉密尔顿路径时的 A 和 B 的这一猜想,并证明了对 C 的特征值乘数有限制的任何一对图的这一猜想的较弱版本。
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引用次数: 0
Bounds of nullity for complex unit gain graphs 复杂单位增益图的无效性界限
IF 1 3区 数学 Q1 MATHEMATICS Pub Date : 2024-07-14 DOI: 10.1016/j.laa.2024.07.006

A complex unit gain graph, or T-gain graph, is a triple Φ=(G,T,φ) comprised of a simple graph G as the underlying graph of Φ, the set of unit complex numbers T={zC:|z|=1}, and a gain function φ:ET with the property that φ(eij)=φ(eji)1. A cactus graph is a connected graph in which any two cycles have at most one vertex in common.

In this paper, we firstly show that there does not exist a complex unit gain graph with nullity n(G)2m(G)+2c(G)1, where n(G), m(G) and c(G) are the order, matching number, and cyclomatic number of G. Next, we provide a lower bound on the nullity for connected complex unit gain graphs and an upper bound on the nullity for complex unit gain bipartite graphs. Finally, we characterize all non-singular complex unit gain bipartite cactus graphs, which generalizes a result in Wong et al. (2022) [30].

复数单位增益图或 T 增益图是一个三元组 Φ=(G,T,φ),由作为 Φ 底图的简单图 G、单位复数集合 T={z∈C:|z|=1} 和增益函数 φ:E→→T 组成,其性质为 φ(eij)=φ(eji)-1 。本文首先证明不存在空性为 n(G)-2m(G)+2c(G)-1(其中 n(G)、m(G)和 c(G) 分别为 G 的阶、匹配数和循环数)的复数单位增益图。最后,我们描述了所有非星状复数单位增益双方形仙人掌图的特征,这概括了 Wong 等人(2022)[30] 的一个结果。
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引用次数: 0
A generalization of Fiedler's lemma and its applications 费德勒定理的推广及其应用
IF 1 3区 数学 Q1 MATHEMATICS Pub Date : 2024-07-14 DOI: 10.1016/j.laa.2024.07.008

In this article, taking a Fiedler's result on the spectrum of a matrix formed from two symmetric matrices as a motivation, we deduce a more general result on the eigenvalues of a matrix, which form from n symmetric matrices. As an important application, we obtain the adjacency spectra, Laplacian spectra and signless Laplacian spectra of a graph with a particular almost equitable partition.

本文以费德勒关于由两个对称矩阵形成的矩阵谱的结果为动机,推导出关于由 n 个对称矩阵形成的矩阵特征值的更一般的结果。作为一个重要的应用,我们得到了具有特定几乎等分的图的邻接谱、拉普拉斯谱和无符号拉普拉斯谱。
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引用次数: 0
On the invertibility of matrices with a double saddle-point structure 论具有双鞍点结构的矩阵的可逆性
IF 1 3区 数学 Q1 MATHEMATICS Pub Date : 2024-07-11 DOI: 10.1016/j.laa.2024.07.005

We establish necessary and sufficient conditions for invertibility of symmetric three-by-three block matrices having a double saddle-point structure that guarantee the unique solvability of double saddle-point systems. We consider various scenarios, including the case where all diagonal blocks are allowed to be rank deficient. Under certain conditions related to the nullity of the blocks and intersections of their kernels, an explicit formula for the inverse is derived.

我们为具有双鞍点结构的对称三乘三块矩阵的可逆性建立了必要和充分条件,从而保证了双鞍点系统的唯一可解性。我们考虑了各种情况,包括允许所有对角块都是秩缺陷的情况。在与块的无效性及其核的交集相关的某些条件下,我们得出了一个明确的逆公式。
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引用次数: 0
Anzahl theorems for trivially intersecting subspaces generating a non-singular subspace I: Symplectic and hermitian forms 生成非星形子空间的微相交子空间的安扎尔定理 I:交映和赫米提形式
IF 1 3区 数学 Q1 MATHEMATICS Pub Date : 2024-07-09 DOI: 10.1016/j.laa.2024.07.004

In this paper, we solve a classical counting problem for non-degenerate forms of symplectic and hermitian type defined on a vector space: given a subspace π, we find the number of non-singular subspaces that are trivially intersecting with π and span a non-singular subspace with π. Lower bounds for the quantity of such pairs where π is non-singular were first studied in “Glasby, Niemeyer, Praeger (Finite Fields Appl., 2022)”, which was later improved in “Glasby, Ihringer, Mattheus (Des. Codes Cryptogr., 2023)” and generalised in “Glasby, Niemeyer, Praeger (Linear Algebra Appl., 2022)”. In this paper, we derive explicit formulae, which allow us to give the exact proportion and improve the known lower bounds.

在本文中,我们解决了定义在矢量空间上的交映型和赫米特型非退化形式的经典计数问题:给定子空间π,我们求出与π三交且与π跨非矢量子空间的非矢量子空间的数量。π为非矢量时,此类对的数量下限在 "Glasby, Niemeyer, Praeger (Finite Fields Appl、2022)"中首次研究,后来在 "Glasby, Ihringer, Mattheus (Des. Codes Cryptogr., 2023) "中得到改进,并在 "Glasby, Niemeyer, Praeger (Linear Algebra Appl., 2022) "中得到推广。在本文中,我们推导出了明确的公式,从而可以给出精确的比例并改进已知的下限。
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引用次数: 0
Representations of the C-series related to the q-analog Virasoro-like Lie algebra 与 q-analog Virasoro-like Lie algebra 有关的 [公式省略] 系列的表示
IF 1 3区 数学 Q1 MATHEMATICS Pub Date : 2024-07-06 DOI: 10.1016/j.laa.2024.06.028

In this paper, we study the representation of an infinite-dimensional Lie algebra C related to the q-analog Virasoro-like Lie algebra. We give the necessary and sufficient conditions for the highest weight irreducible module V(ϕ) of C to be a Harish-Chandra module. We prove that the Verma C-module V¯(ϕ) is either irreducible or has the corresponding irreducible highest weight C-module V(ϕ) that is a Harish-Chandra module. We also give the maximal proper submodule of the Verma module V¯(ϕ) and the e-character of the irreducible highest weight C-module V(ϕ) when the highest weight ϕ satisfies some natural conditions. Furthermore, we give the classification of the Harish-Chandra C-modules with nontrivial central charge.

本文研究了与 q-analog Virasoro-like Lie algebra 相关的无穷维李代数的表示。我们给出了最高权重的不可还原模块是哈里什-钱德拉模块的必要条件和充分条件。我们证明了 Verma 模块要么是不可还原的,要么有相应的不可还原最高权重模块是 Harish-Chandra 模块。我们还给出了 Verma 模块的最大适当子模块,以及当最高权重满足某些自然条件时,不可还原最高权重模块的-特征。此外,我们还给出了具有非难中心电荷的哈里什-钱德拉模块的分类。
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引用次数: 0
A low-rank ODE for spectral clustering stability 光谱聚类稳定性的低阶 ODE
IF 1.1 3区 数学 Q1 MATHEMATICS Pub Date : 2024-07-06 DOI: 10.1016/j.laa.2024.07.001
Nicola Guglielmi, Stefano Sicilia
Spectral clustering is a well-known technique which identifies clusters in an undirected graph, with vertices and weight matrix , by exploiting its graph Laplacian . In particular, the clusters can be identified by the knowledge of the eigenvectors associated with the smallest non zero eigenvalues of , say (recall that ). Identifying is an essential task of a clustering algorithm, since if is close to the reliability of the method is reduced. The -th spectral gap is often considered as a stability indicator. This difference can be seen as an unstructured distance between and an arbitrary symmetric matrix with vanishing -th spectral gap. A more appropriate structured distance to ambiguity such that represents the Laplacian of a graph has been proposed in Andreotti et al. (2021) . This is defined as the minimal distance between and Laplacians of graphs with the same vertices and edges, but with weights that are perturbed such that the -th spectral gap vanishes. In this article we consider a slightly different approach, still based on the reformulation of the problem into the minimization of a suitable functional in the eigenvalues. After determining the gradient system associated with this functional, we introduce a low-rank projected system, suggested by the underlying low-rank structure of the extremizers of the problem. The integration of this low-rank system, requires both a moderate computational effort and a memory requirement, as it is shown in some illustrative numerical examples.
频谱聚类是一种著名的技术,它通过利用无向图的图拉普拉卡矩阵来识别无向图中的聚类,无向图有顶点和权重矩阵 。具体来说,可以通过了解与Ⅳ的最小非零特征值相关的特征向量来识别聚类(回顾一下Ⅳ)。识别是聚类算法的一项基本任务,因为如果接近,方法的可靠性就会降低。第 - 次谱差通常被视为稳定性指标。这个差值可以看作是与任意对称矩阵之间的非结构化距离,而任意对称矩阵的-th谱间隙是消失的。Andreotti 等人(2021 年)提出了一种更合适的结构化模糊距离,它代表了图形的拉普拉卡方。它被定义为具有相同顶点和边的图的拉普拉斯与权重被扰动从而使-th谱间隙消失的图的拉普拉斯之间的最小距离。在本文中,我们考虑了一种略有不同的方法,其基础仍然是将问题重新表述为特征值中合适函数的最小化。在确定了与该函数相关的梯度系统后,我们引入了一个低阶投影系统,该系统由问题极值的潜在低阶结构提出。这个低阶系统的整合只需要适度的计算量和内存需求,这一点在一些数值示例中可以得到证明。
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引用次数: 0
Positive vectors, pairwise comparison matrices and directed Hamiltonian cycles 正向量、成对比较矩阵和有向哈密顿循环
IF 1 3区 数学 Q1 MATHEMATICS Pub Date : 2024-07-06 DOI: 10.1016/j.laa.2024.07.003

In the Analytic Hierarchy Process (AHP) the efficient vectors for a pairwise comparison matrix (PC matrix) are based on the principle of Pareto optimal decisions. To infer the efficiency of a vector for a PC matrix we construct a directed Hamiltonian cycle of a certain digraph associated with the PC matrix and the vector. We describe advantages of using this process over using the strong connectivity of the digraph. As an application of our process we find efficient vectors for a PC matrix, A, obtained from a consistent one by perturbing three entries above the main diagonal and the corresponding reciprocal entries, in a way that there is a square submatrix of A of order 2 containing three of the perturbed entries and not containing a diagonal entry of A. For completeness, we include examples showing conditions under which, when deleting a certain entry of an efficient vector for the square matrix A of order n, we have a non-efficient vector for the corresponding square principal submatrix of order n-1 of A.

在层次分析法(AHP)中,成对比较矩阵(PC 矩阵)的有效向量是基于帕累托最优决策原则。为了推断 PC 矩阵向量的效率,我们构建了与 PC 矩阵和向量相关联的某个数图的有向哈密顿循环。我们描述了使用这一过程比使用数图的强连接性更有优势。作为我们过程的一个应用,我们为 PC 矩阵 A 找到了有效的向量,该矩阵是通过扰动主对角线上方的三个条目和相应的倒数条目从一致矩阵中得到的,其方式是 A 的阶数为 2 的正方形子矩阵包含三个扰动条目,且不包含 A 的对角线条目。为完整起见,我们举例说明在删除 n 阶正方形矩阵 A 的有效向量的某个条目时,A 的 n-1 阶正方形主子矩阵相应的非有效向量的条件。
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引用次数: 0
P-matrix powers P 矩阵幂
IF 1 3区 数学 Q1 MATHEMATICS Pub Date : 2024-07-06 DOI: 10.1016/j.laa.2024.07.002

A P-matrix is a matrix all of whose principal minors are positive. We demonstrate that the fractional powers of a P-matrix are also P-matrices. This insight allows us to affirmatively address a longstanding conjecture raised in Hershkowitz and Johnson (1986) [8]: It is shown that if Ak is a P-matrix for all positive integers k, then the eigenvalues of A are positive.

-矩阵是指所有主减数都为正的矩阵。我们证明了-矩阵的分数幂也是-矩阵。这一洞察力使我们能够肯定地解决赫什科维茨和约翰逊(1986)提出的一个长期猜想:如果对于所有正整数是一个-矩阵,那么它的特征值是正的。
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引用次数: 0
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Linear Algebra and its Applications
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