{"title":"Mutually orthogonal unitary and orthogonal matrices","authors":"Zhiwei Song, Lin Chen, Saiqi Liu","doi":"10.1016/j.laa.2025.06.025","DOIUrl":null,"url":null,"abstract":"<div><div>We introduce the concept of order-<em>d n</em>-OU and <em>n</em>-OO sets, which consist of <em>n</em> mutually orthogonal order-<em>d</em> unitary and real orthogonal matrices under Hilbert-Schmidt inner product. We show that for arbitrary <em>d</em>, there exists order-<em>d</em> <span><math><msup><mrow><mi>d</mi></mrow><mrow><mn>2</mn></mrow></msup></math></span>-OU set. However, real orthogonal matrices show strict limits, as we prove that an order-three <em>n</em>-OO set exists only if <span><math><mi>n</mi><mo>≤</mo><mn>4</mn></math></span>. As an application in quantum information theory, we establish that the maximum number of unextendible maximally entangled bases within a real two-qutrit system is four. Further, we propose a new matrix decomposition approach, defining an <em>n</em>-OU (resp. <em>n</em>-OO) decomposition for a matrix as a linear combination of <em>n</em> matrices from an <em>n</em>-OU (resp. <em>n</em>-OO) set. We show that any order-<em>d</em> matrix has a <em>d</em>-OU decomposition. As contrast, we prove the existence of real matrices that do not possess any <em>n</em>-OO decomposition by providing explicit criteria for an order-three real matrix to have an <em>n</em>-OO decomposition.</div></div>","PeriodicalId":18043,"journal":{"name":"Linear Algebra and its Applications","volume":"725 ","pages":"Pages 1-17"},"PeriodicalIF":1.1000,"publicationDate":"2025-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Linear Algebra and its Applications","FirstCategoryId":"100","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0024379525002848","RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MATHEMATICS","Score":null,"Total":0}
引用次数: 0
Abstract
We introduce the concept of order-d n-OU and n-OO sets, which consist of n mutually orthogonal order-d unitary and real orthogonal matrices under Hilbert-Schmidt inner product. We show that for arbitrary d, there exists order-d -OU set. However, real orthogonal matrices show strict limits, as we prove that an order-three n-OO set exists only if . As an application in quantum information theory, we establish that the maximum number of unextendible maximally entangled bases within a real two-qutrit system is four. Further, we propose a new matrix decomposition approach, defining an n-OU (resp. n-OO) decomposition for a matrix as a linear combination of n matrices from an n-OU (resp. n-OO) set. We show that any order-d matrix has a d-OU decomposition. As contrast, we prove the existence of real matrices that do not possess any n-OO decomposition by providing explicit criteria for an order-three real matrix to have an n-OO decomposition.
期刊介绍:
Linear Algebra and its Applications publishes articles that contribute new information or new insights to matrix theory and finite dimensional linear algebra in their algebraic, arithmetic, combinatorial, geometric, or numerical aspects. It also publishes articles that give significant applications of matrix theory or linear algebra to other branches of mathematics and to other sciences. Articles that provide new information or perspectives on the historical development of matrix theory and linear algebra are also welcome. Expository articles which can serve as an introduction to a subject for workers in related areas and which bring one to the frontiers of research are encouraged. Reviews of books are published occasionally as are conference reports that provide an historical record of major meetings on matrix theory and linear algebra.