
TL;DR
This paper resolves two open problems in the theory of permanents, proving a conjecture about the concavity of certain quotients of permanents and characterizing the nonnegativity of alpha-permanents for positive semidefinite matrices.
Contribution
It proves Bapat's conjecture on the concavity of quotients of permanents and completely characterizes the values of alpha for which alpha-permanents are nonnegative.
Findings
Proved Bapat's conjecture using hyperbolic polynomial properties.
Provided a complete solution to the nonnegativity problem of alpha-permanents.
Disproved the previously conjectured answer for the nonnegativity of alpha-permanents.
Abstract
In this note we settle two open problems in the theory of permanents by using recent results from other areas of mathematics. Bapat conjectured that certain quotients of permanents, which generalize symmetric function means, are concave. We prove this conjecture by using concavity properties of hyperbolic polynomials. Motivated by problems on random point processes, Shirai and Takahashi raised the problem: Determine all real numbers for which the -permanent (or -determinant) is nonnegative for all positive semidefinite matrices. We give a complete solution to this problem by using recent results of Scott and Sokal on completely monotone functions. It turns out that the conjectured answer to the problem is false.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
