# Applications of stable polynomials to mixed determinants: Johnson's conjectures, unimodality, and symmetrized Fischer products

Research paper by Julius Borcea, Petter Brändén

Indexed on: 28 Jul '08Published on: 28 Jul '08Published in: Mathematics - Spectral Theory

#### Abstract

For $n \times n$ matrices $A$ and $B$ define $$\eta(A,B)=\sum_{S}\det(A[S])\det(B[S']),$$ where the summation is over all subsets of $\{1,..., n\}$, $S'$ is the complement of $S$, and $A[S]$ is the principal submatrix of $A$ with rows and columns indexed by $S$. We prove that if $A\geq 0$ and $B$ is Hermitian then (1) the polynomial $\eta(zA,-B)$ has all real roots (2) the latter polynomial has as many positive, negative and zero roots (counting multiplicities) as suggested by the inertia of $B$ if $A>0$ and (3) for $1\le i\le n$ the roots of $\eta(zA[\{i\}'],-B[\{i\}'])$ interlace those of $\eta(zA,-B)$. Assertions (1)-(3) solve three important conjectures proposed by C. R. Johnson 20 years ago. Moreover, we substantially extend these results to tuples of matrix pencils and real stable polynomials. In the process we establish unimodality properties in the sense of majorization for the coefficients of homogeneous real stable polynomials and as an application we derive similar properties for symmetrized Fischer products of positive definite matrices. We also obtain Laguerre type inequalities for characteristic polynomials of principal submatrices of arbitrary Hermitian matrices that considerably generalize a certain subset of the Hadamard-Fischer-Koteljanskii inequalities for principal minors of positive definite matrices. Finally, we propose Lax type problems for real stable polynomials and mixed determinants.