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Inequalities for rank-two permanents and finite free convolutions

Dmitriy Kunisky, Daniel A. Spielman, Xifan Yu

Source record

Source: arXiv

Published: Aug 28, 2026

arXiv: 2608.28520

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Source abstract

Bang (1976) proved the inequality for matrix permanents per2(A)22nper(AJ2)\mathrm{per}^2(A) \geq 2^{-2n}\mathrm{per}(A \otimes J_2), where J2J_2 is the 2×22 \times 2 all-ones matrix and AA is any n×nn \times n matrix with non-negative entries. We show that, if AA is any n×nn \times n real-valued matrix with rank at most two (possibly having negative entries), this inequality can be sharpened, replacing the constant 22n2^{-2n} by 1/(2nn)=(n!)2/(2n)!>22n1 / \binom{2n}{n} = (n!)^2 / (2n)! > 2^{-2n}. We then show that this sharpened inequality also implies new inequalities for finite free convolutions of polynomials: if pp and qq are monic real-rooted polynomials of degree nn, then (pnq)(x)2(p22nq2)(x)(p \boxplus_n q)(x)^2 \geq (p^2 \boxplus_{2n} q^2)(x) and (pnq)(x)2(p22nq2)(x)(p \boxtimes_n q)(x)^2 \geq (p^2 \boxtimes_{2n} q^2)(x) for all xRx \in \mathbb{R}, for n\boxplus_n and n\boxtimes_n the finite free additive and multiplicative convolution operations, respectively, on polynomials of degree nn.

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