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In 1994 Drew, Johnson and Loewy conjectured that for $n \ge 4$, the cp-rank of any $n\times n$ completely positive matrices is at most $\lfloor{n^2}/{4}\rfloor$. Recently this conjecture has been proved for $n=5$ and disproved for $n\ge 7$,…

Optimization and Control · Mathematics 2017-06-02 Naomi Shaked-Monderer

Doubly non-negative matrices arise naturally in many setting including Markov random fields (positively banded graphical models) and in the convergence analysis of Markov chains. In this short note, we settle a recent conjecture by C.R.…

Classical Analysis and ODEs · Mathematics 2015-02-02 Dominique Guillot , Apoorva Khare , Bala Rajaratnam

A square matrix $A$ is completely positive if $A=BB^T$, where $B$ is a (not necessarily square) nonnegative matrix. In general, a completely positive matrix may have many, even infinitely many, such CP factorizations. But in some cases a…

Optimization and Control · Mathematics 2020-10-08 Naomi Shaked-Monderer

A recent conjecture of Caputo, Carlen, Lieb, and Loss, and, independently, of the author, states that the maximum of the permanent of a matrix whose rows are unit vectors in l_p is attained either for the identity matrix I or for a constant…

Combinatorics · Mathematics 2007-05-23 Alex Samorodnitsky

We show that the maximal number of equal entries in a totally positive (resp. totally nonsingular) $n\textrm{-by-}n$ matrix is $\Theta(n^{4/3})$ (resp. $\Theta(n^{3/2}$)). Relationships with point-line incidences in the plane, Bruhat order…

Combinatorics · Mathematics 2013-09-18 Miriam Farber , Mitchell Faulk , Charles R. Johnson , Evan Marzion

Given positive numbers p_1 < p_2 < ... < p_n, and a real number r let L_r be the n by n matrix with its (i,j) entry equal to (p_i^r-p_j^r)/(p_i-p_j). A well-known theorem of C. Loewner says that L_r is positive definite when 0 < r < 1. In…

Classical Analysis and ODEs · Mathematics 2015-01-08 Rajendra Bhatia , Shmuel Friedland , Tanvi Jain

The problem of finding completely positive matrices with equal cp-rank and rank is considered. We give some easy-to-check sufficient conditions on the entries of a doubly nonnegative matrix for it to be completely positive with equal…

Combinatorics · Mathematics 2013-09-11 Wasin So , Changqing Xu

We introduce a notion of matrix valued Gram decompositions for correlation matrices whose study is motivated by quantum information theory. We show that for extremal correlations, the matrices in such a factorization generate a Clifford…

Optimization and Control · Mathematics 2018-10-01 Anupam Prakash , Antonios Varvitsiotis

We provide a decomposition that is sufficient in showing when a symmetric tridiagonal matrix $A$ is completely positive. Our decomposition can be applied to a wide range of matrices. We give alternate proofs for a number of related results…

Combinatorics · Mathematics 2022-09-26 Lei Cao , Darian McLaren , Sarah Plosker

A symmetric positive semi-definite matrix A is called completely positive if there exists a matrix B with nonnegative entries such that A=BB^T. If B is such a matrix with a minimal number p of columns, then p is called the cp-rank of A. In…

Rings and Algebras · Mathematics 2016-04-22 Jan Brandts , Michal Krizek

A $n$-by-$n$ matrix is called totally positive ($TP$) if all its minors are positive and $TP_k$ if all of its $k$-by-$k$ submatrices are $TP$. For an arbitrary totally positive matrix or $TP_k$ matrix, we investigate if the $r$th compound…

Combinatorics · Mathematics 2024-05-13 Shaun Fallat , Himanshu Gupta , Charles R. Johnson

In this paper we show the existence of approximate completely positive semidefinite (cpsd) factorizations with a cpsd-rank bounded above (almost) independently from the cpsd-rank of the initial matrix. This is particularly relevant since…

Algebraic Geometry · Mathematics 2023-09-07 Paria Abbasi , Andreas Klingler , Tim Netzer

We study the cone of completely positive (cp) matrices for the first interesting case $n = 5$. This is a semialgebraic set, which means that the polynomial equalities and inequlities that define its boundary can be derived. We characterize…

Optimization and Control · Mathematics 2021-09-02 Max Pfeffer , Jose Alejandro Samper

Copositive and completely positive matrices play an increasingly important role in Applied Mathematics, namely as a key concept for approximating NP-hard optimization problems. The cone of copositive matrices of a given order and the cone…

Optimization and Control · Mathematics 2017-01-31 Naomi Shaked-Monderer , Abraham Berman , Immanuel M. Bomze , Florian Jarre , Werner Schachinger

We prove that the PPT$^2$ conjecture holds for linear maps between matrix algebras which are covariant under the action of the diagonal unitary group. Many salient examples, like the Choi-type maps, depolarizing maps, dephasing maps,…

Quantum Physics · Physics 2022-04-19 Satvik Singh , Ion Nechita

In a recent paper, Hauenstein, Sturmfels, and the second author discovered a conjectural bijection between critical points of the likelihood function on the complex variety of matrices of rank r and critical points on the complex variety of…

Algebraic Geometry · Mathematics 2017-10-10 Jan Draisma , Jose Rodriguez

The following theorem is proved: Suppose $M = (a_{i,j})$ be a $k \times k$ matrix with positive entries and $a_{i,j}a_{i+1,j+1} > 4\cos ^2 \frac{\pi}{k+1} a_{i,j+1}a_{i+1,j} \quad (1 \leq i \leq k-1, 1 \leq j \leq k-1).$ Then $\det M > 0 .$…

Rings and Algebras · Mathematics 2007-05-23 Olga M. Katkova , Anna M. Vishnyakova

We characterize ratios of permanents of (generalized) submatrices which are bounded on the set of all totally positive matrices. This provides a permanental analog of results of Fallat, Gekhtman, and Johnson [{\em Adv.\ Appl.\ Math.} {\bf…

Combinatorics · Mathematics 2024-06-04 Mark Skandera , Daniel Soskin

We show that every integer doubly nonnegative $2 \times 2$ matrix has an integer cp-factorization.

Optimization and Control · Mathematics 2018-02-13 Thomas Laffey , Helena Šmigoc

In this paper, we first show that the Jacobian Conjecture is true for non-homogeneous power linear mappings under some conditions. Secondly, we prove an equivalent statement about the Jacobian Conjecture in dimension $r\geq 1$ and give some…

Algebraic Geometry · Mathematics 2014-06-26 Dan Yan , Michiel de Bondt
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