On Chollet's Permanent Conjecture for Graph Laplacians

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Hauptverfasser: Pant, Priyanshu, Singh, Ranveer
Format: Preprint
Veröffentlicht: 2026
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author Pant, Priyanshu
Singh, Ranveer
author_facet Pant, Priyanshu
Singh, Ranveer
contents In 1982, Chollet conjectured that $\mathrm{per}(A\circ B)\le \mathrm{per}(A)\mathrm{per}(B)$ for Hermitian positive semidefinite matrices $A,B$, where $\circ$ denotes the Hadamard product, and observed that in the real symmetric case it suffices to prove $\mathrm{per}(A\circ A)\le \mathrm{per}(A)^2$. We prove $\mathrm{per}(A\circ A)\le \mathrm{per}(A)^2$ for symmetric $Z$-matrices with nonnegative diagonal whose support graph is bipartite. Motivated by this, we study the Laplacian inequality $\mathrm{per}(L_G\circ L_G)\le \mathrm{per}(L_G)^2$ for the graph Laplacian $L_G$. We introduce a compositional framework for permanental inequalities on graph Laplacians, showing that Chollet's inequality is preserved under vertex coalescence. This enables the extension of the inequality from basic graph classes to large structured families, revealing new tractable regimes for a fundamentally $\#P$-hard quantity.
format Preprint
id arxiv_https___arxiv_org_abs_2604_24192
institution arXiv
publishDate 2026
record_format arxiv
spellingShingle On Chollet's Permanent Conjecture for Graph Laplacians
Pant, Priyanshu
Singh, Ranveer
Combinatorics
Discrete Mathematics
15A15, 15A45, 05C50, 05C76, 05C85
G.2.2; F.2.2
In 1982, Chollet conjectured that $\mathrm{per}(A\circ B)\le \mathrm{per}(A)\mathrm{per}(B)$ for Hermitian positive semidefinite matrices $A,B$, where $\circ$ denotes the Hadamard product, and observed that in the real symmetric case it suffices to prove $\mathrm{per}(A\circ A)\le \mathrm{per}(A)^2$. We prove $\mathrm{per}(A\circ A)\le \mathrm{per}(A)^2$ for symmetric $Z$-matrices with nonnegative diagonal whose support graph is bipartite. Motivated by this, we study the Laplacian inequality $\mathrm{per}(L_G\circ L_G)\le \mathrm{per}(L_G)^2$ for the graph Laplacian $L_G$. We introduce a compositional framework for permanental inequalities on graph Laplacians, showing that Chollet's inequality is preserved under vertex coalescence. This enables the extension of the inequality from basic graph classes to large structured families, revealing new tractable regimes for a fundamentally $\#P$-hard quantity.
title On Chollet's Permanent Conjecture for Graph Laplacians
topic Combinatorics
Discrete Mathematics
15A15, 15A45, 05C50, 05C76, 05C85
G.2.2; F.2.2
url https://arxiv.org/abs/2604.24192