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Let $M=(E,{\cal I})$ be a matroid. A {\em $k$-truncation} of $M$ is a matroid {$M'=(E,{\cal I}')$} such that for any $A\subseteq E$, $A\in {\cal I}'$ if and only if $|A|\leq k$ and $A\in {\cal I}$. Given a linear representation of $M$ we…

数据结构与算法 · 计算机科学 2014-04-18 Daniel Lokshtanov , Pranabendu Misra , Fahad Panolan , Saket Saurabh

We prove that the inverse of a positive-definite matrix can be approximated by a weighted-sum of a small number of matrix exponentials. Combining this with a previous result [OSV12], we establish an equivalence between matrix inversion and…

数据结构与算法 · 计算机科学 2016-08-23 Sushant Sachdeva , Nisheeth K. Vishnoi

We consider the matrix completion problem with a deterministic pattern of observed entries. In this setting, we aim to answer the question: under what condition there will be (at least locally) unique solution to the matrix completion…

机器学习 · 计算机科学 2019-01-30 Alexander Shapiro , Yao Xie , Rui Zhang

We consider the set of $n\times n$ matrices with rational entries having numerator and denominator of size at most $H$ and obtain upper and lower bounds on the number of such matrices of a given rank and then apply them to count such…

We consider the inverse problem of finding a magnitude-symmetric matrix (matrix with opposing off-diagonal entries equal in magnitude) with a prescribed set of principal minors. This problem is closely related to the theory of recognizing…

组合数学 · 数学 2024-09-09 Victor-Emmanuel Brunel , John Urschel

It is known that every complex square matrix with nonnegative determinant is the product of positive semi-definite matrices. There are characterizations of matrices that require two or five positive semi-definite matrices in the product.…

泛函分析 · 数学 2015-09-29 Jianlian Cui , Chi-Kwong Li , Nung-Sing Sze

In this study, an algorithm for computing the inverse of periodic k banded matrices, which are needed for solving the differential equations by using the finite differences, the solution of partial differential equations and the solution of…

谱理论 · 数学 2011-05-13 Meral Yaşar , Durmuş Bozkurt

The computation of the sparse principal component of a matrix is equivalent to the identification of its principal submatrix with the largest maximum eigenvalue. Finding this optimal submatrix is what renders the problem…

信息论 · 计算机科学 2013-12-23 Megasthenis Asteris , Dimitris S. Papailiopoulos , George N. Karystinos

For an $n \times n$ matrix $M$ with entries in $\mathbb{Z}_2$ denote by $R(M)$ the minimal rank of all the matrices obtained by changing some numbers on the main diagonal of $M$. We prove that for each non-negative integer $k$ there is a…

组合数学 · 数学 2021-04-22 Eugene Kogan

The task of reconstructing a matrix given a sample of observedentries is known as the matrix completion problem. It arises ina wide range of problems, including recommender systems, collaborativefiltering, dimensionality reduction, image…

统计理论 · 数学 2014-12-20 Jean Lafond , Olga Klopp , Eric Moulines , Jospeh Salmon

By combining well-known techniques from both noncommutative algebra and computational commutative algebra, we observe that an algorithmic approach can be applied to the study of irreducible representations of finitely presented algebras. In…

环与代数 · 数学 2007-05-23 Edward S. Letzter

Component-wise accurate algorithms for computing the principal square root of an M-matrix are designed in terms of triplet representations. A triplet representation of an M-matrix $A$ is the triple $(P, {\bf u},{\bf v})$, where the matrix…

数值分析 · 数学 2026-05-22 Dario A. Bini , Bruno Iannazzo , Beatrice Meini , Jie Meng

Presented here is a matrix inversion method utilizing quantum searching algorithm. In this method, huge Hilbert space as a whole spanned by myriad of eigen states is searched and evaluated efficiently by sequential reduction in dimension…

量子物理 · 物理学 2007-05-23 Atsushi Miyauchi

We present a necessary and sufficient condition for a 3 by 3 matrix to be unitarily equivalent to a symmetric matrix with complex entries, and an algorithm whereby an arbitrary 3 by 3 matrix can be tested. This test generalizes to a…

泛函分析 · 数学 2009-08-18 James E. Tener

Let $K$ be a number field, let $A$ be a finite-dimensional $K$-algebra, let $\mathrm{J}(A)$ denote the Jacobson radical of $A$, and let $\Lambda$ be an $\mathcal{O}_{K}$-order in $A$. Suppose that each simple component of the semisimple…

数论 · 数学 2022-09-01 Werner Bley , Tommy Hofmann , Henri Johnston

This paper is concerned with the taxonomy of finitely complete categories, based on 'matrix properties' - these are a particular type of exactness properties that can be represented by integer matrices. In particular, the main result of the…

范畴论 · 数学 2022-05-14 Michael Hoefnagel , Pierre-Alain Jacqmin , Zurab Janelidze

We exhibit an explicit, deterministic algorithm for finding a canonical form for a positive definite matrix under unimodular integral transformations. We use characteristic sets of short vectors and partition-backtracking graph software.…

Let $F$ be the finite field of order $q$ and $\M(n,r, F)$ be the set of $n\times n$ matrices of rank $r$ over the field $F$. For $\alpha\in F$ and $A\in \M(n,F)$, let $$Z^{\alpha}_{A,r}=\left\{X\in \M(n,r, F)\mid \tr(AX)=\alpha\right \}.$$…

环与代数 · 数学 2024-10-01 Kumar Balasubramanian , Krishna Kaipa , Himanshi Khurana

In a recent paper, an algorithm has been presented for determining implications between a particular kind of category theoretic property represented by matrices -- the so called `matrix properties'. In this paper we extend this algorithm to…

范畴论 · 数学 2022-08-23 Michael Hoefnagel , Pierre-Alain Jacqmin

First some old as well as new results about P.I. algebras, Ore extensions, and degrees are presented. Then quantized $n\times r$ matrices as well as quantized factor algebras of $M_q(n)$ are analyzed. The latter are the quantized function…

量子代数 · 数学 2007-05-23 Hans Plesner Jakobsen , Søren Jøndrup