A Rayleigh matroid is a matroid with set of matroid bases whose basis generating polynomial
satisfies the Rayleigh inequalities
for every pair of distinct ground set elements and all positive weights
(Choe and Wagner 2006). Here
denotes partial
differentiation with respect to
. The condition expresses pairwise
negative correlation in the probability measure on matroid
bases proportional to
.
The stronger -Rayleigh
property uses
where
is the matroid rank, and requires the same derivative
inequality for every
. Zhao and Zhou (2026)
proved that every finite matroid
of rank or corank at most 3 is
-Rayleigh. Such matroids also satisfy
the Rayleigh inequalities for the generating polynomials of independent sets and
spanning sets. This strengthens the previously known rank-three basis-Rayleigh theorem.
The rank restriction cannot be discarded: the rank-four matroid
already fails the basis-Rayleigh property (Choe and Wagner
2006).