A NEW CLASS OF POSITIVE SEMI-DEFINITE TENSORS

被引:1
|
作者
Xu, Yi [1 ]
Liu, Jinjie [2 ]
Qi, Liqun [2 ]
机构
[1] Southeast Univ, Math Dept, 2 Sipailou, Nanjing 210096, Jiangsu, Peoples R China
[2] Hong Kong Polytech Univ, Dept Appl Math, Hung Hom, Kowloon, Hong Kong, Peoples R China
基金
中国国家自然科学基金;
关键词
Positive (semi-)definite tensor; completely positive tensor; H-eigenvalue; MO-tensor; MO-like tensor; Sup-MO value; EIGENVALUES;
D O I
10.3934/jimo.2018186
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, a new class of positive semi-definite tensors, the MO tensor, is introduced. It is inspired by the structure of Moler matrix, a class of test matrices. Then we focus on two special cases in the MO-tensors: Sup-MO tensor and essential MO tensor. They are proved to be positive definite tensors. Especially, the smallest H-eigenvalue of a Sup-MO tensor is positive and tends to zero as the dimension tends to infinity, and an essential MO tensor is also a completely positive tensor.
引用
收藏
页码:933 / 943
页数:11
相关论文
共 50 条
  • [31] POSITIVE SEMI-DEFINITE HOMOGENEOUS POLYNOMIALS - PRELIMINARY-REPORT
    CHOI, MD
    LAM, TY
    NOTICES OF THE AMERICAN MATHEMATICAL SOCIETY, 1976, 23 (03): : A353 - A353
  • [32] A convex semi-definite positive framework for DTI estimation and regularization
    Neji, Radhouene
    Azzabou, Noura
    Paragios, Nikos
    Fleury, Gilles
    ADVANCES IN VISUAL COMPUTING, PT I, 2007, 4841 : 220 - +
  • [33] PREDICTION THEORY - WIENERS FACTORIZATION OF SEMI-DEFINITE POSITIVE MATRICES
    BRUNHES, D
    COMPTES RENDUS HEBDOMADAIRES DES SEANCES DE L ACADEMIE DES SCIENCES SERIE A, 1975, 280 (25): : 1723 - 1725
  • [34] On a decomposition lemma for positive semi-definite block-matrices
    Bourin, Jean-Christophe
    Lee, Eun-Young
    Lin, Minghua
    LINEAR ALGEBRA AND ITS APPLICATIONS, 2012, 437 (07) : 1906 - 1912
  • [35] ON THE MAXIMUM POSITIVE SEMI-DEFINITE NULLITY AND THE CYCLE MATROID OF GRAPHS
    Van der Holst, Hein
    ELECTRONIC JOURNAL OF LINEAR ALGEBRA, 2009, 18 : 192 - 201
  • [36] MATRIX AND ITS MATRIX OF RECIPROCALS BOTH POSITIVE SEMI-DEFINITE
    HEARON, J
    AMERICAN MATHEMATICAL MONTHLY, 1975, 82 (01): : 80 - 81
  • [37] A Semi-Definite Positive Linear Discriminant Analysis and its Applications
    Kong, Deguang
    Ding, Chris
    12TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2012), 2012, : 942 - 947
  • [38] Ratio semi-definite classifiers
    Malkin, Jonathan
    Bilmes, Jeff
    2008 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-12, 2008, : 4113 - 4116
  • [39] Semi-definite manifold alignment
    Xiong, Liang
    Wang, Fei
    Zhang, Changshui
    MACHINE LEARNING: ECML 2007, PROCEEDINGS, 2007, 4701 : 773 - +
  • [40] Rank-preserving geometric means of positive semi-definite matrices
    Bonnabel, Silvere
    Collard, Anne
    Sepulchre, Rodolphe
    LINEAR ALGEBRA AND ITS APPLICATIONS, 2013, 438 (08) : 3202 - 3216