Schur complements and matrix inequalities in the Löwner ordering

Abstract The purpose of this paper is to present a matrix inequality on the Kronecker product that unifies the proofs of many existing matrix inequalities in the Lowner partial ordering on the sum, ordinary product, and Hadamard (Schur) product. Schur complements serve as the basic tool.

[1]  R. Cottle Manifestations of the Schur complement , 1974 .

[2]  Charles R. Johnson,et al.  Topics in matrix analysis: The Hadamard product , 1991 .

[3]  Emilie V. Haynsworth,et al.  Applications of an inequality for the Schur complement , 1970 .

[4]  Fuzhen Zhang Notes on Hadamard Products of Matrices , 1989 .

[5]  Fuzhen Zhang,et al.  Schur complements and matrix inequalities of hadamard products , 1997 .

[6]  Charles R. Johnson,et al.  Topics in Matrix Analysis , 1991 .

[7]  I. Olkin,et al.  Inequalities: Theory of Majorization and Its Applications , 1980 .

[8]  R. Bapat,et al.  A generalization of A ∘ A−1 ⩾I , 1987 .

[9]  Diane Valérie Ouellette Schur complements and statistics , 1981 .

[10]  Miroslav Fiedler,et al.  Uber eine Ungleichung f? ur positiv definite Matrizen , 1961 .

[11]  Charles R Johnson Partitioned and Hadamard Product Matrix Inequalities. , 1978, Journal of research of the National Bureau of Standards.

[12]  M. Marcus,et al.  A Note on the Hadamard Product , 1959, Canadian Mathematical Bulletin.

[13]  R. Horn,et al.  Cauchy-Schwarz inequalities associated with positive semidefinite matrices , 1990 .

[14]  C. Ballantine On the Hadamard product , 1968 .

[15]  G. Styan Hadamard products and multivariate statistical analysis , 1973 .

[16]  An inequality for linear transformations , 1967 .

[17]  T. Andô Concavity of certain maps on positive definite matrices and applications to Hadamard products , 1979 .

[18]  G. Visick A quantitative version of the observation that the Hadamard product is a principal submatrix of the Kronecker product , 2000 .

[19]  Fuzhen Zhang Matrix Theory: Basic Results and Techniques , 1999 .

[20]  R. Horn,et al.  Block-matrix generalizations of Schur's basic theorems on Hadamard products , 1992 .

[21]  E. Lieb,et al.  Some operator inequalities of the schwarz type , 1974 .

[22]  Thomas L. Markham An application of theorems of Schur and Albert , 1976 .