- The paper constructs the canonical lowering operator $D_\beta$ and the Hilbert series $H_\beta$, producing a lattice-invariant matroid profile that extends the classical apolar series while remaining bounded by Whitney numbers.
- The paper proves that $H_\beta$ is not valuative by separating matroids with identical Derksen $\mathcal G$-invariants, and its degree-two coefficients distinguish Bonin’s matroid pair.
- Exact computations for all 950 simple matroids on eight elements, plus modular tests on 400 nine-element matroids and theta-graph families, support log-concavity and front-loading conjectures that remain theoretically open.
The paper constructs a new numerical invariant of simple matroids from a differential calculus on the graded Möbius algebra B(M), proves that this invariant is not valuative, and assembles substantial computational evidence for two shape conjectures. The construction is motivated by the recent failure of strong shape expectations for Whitney numbers of the second kind: Larson's graphic counterexamples to Mason's log-concavity conjecture and the non-unimodality results of Divoux–Larson–Lowen–Wang. Against that backdrop, the author proposes a canonical Hilbert series Hβ,M(q) that provably separates matroids indistinguishable by all valuative data and whose low-degree coefficients satisfy log-concavity exactly where the classical flat counts fail.
The radial core and the operator Dβ
Let L=L(M) be the lattice of flats of a rank-r simple matroid, and let B(L) be its graded Möbius algebra. For an atom a, denote by La the multiplication operator ea⋄(−), and let βx be the number of ordered atom bases of a flat Hβ,M(q)0. Expanding Hβ,M(q)1 gives
Hβ,M(q)2
and the span of the Hβ,M(q)3 is a graded subalgebra isomorphic to Hβ,M(q)4 — the "radial core" of Hβ,M(q)5. The paper equips Hβ,M(q)6 with the weighted inner product in which the flat basis vectors are orthogonal with norms Hβ,M(q)7, and lets Hβ,M(q)8 be the adjoint of Hβ,M(q)9. Under the injective map Dβ0 sending Dβ1 to the normalized basis-generating polynomial Dβ2 of the flat, each Dβ3 becomes ordinary partial differentiation Dβ4 on the squarefree algebra; this realizes the adjoints as coordinate derivatives.
The central object is the degree-one lowering operator
Dβ5
where Dβ6, Dβ7 multiplies by rank, and Dβ8 multiplies by the number Dβ9 of atoms not below L=L(M)0. It satisfies L=L(M)1, so it restricts to L=L(M)2 on the radial core. Two structural facts establish canonicity: away from the core, L=L(M)3 acts via the rescaled formula L=L(M)4 with L=L(M)5 — up to the factor L=L(M)6, the transpose of the Markov kernel of the canonical random extension process — and any diagonal normalization forcing L=L(M)7 must use precisely L=L(M)8. The construction is therefore choice-free and invariant under lattice isomorphism, though the author concedes that L=L(M)9 is neither claimed unique among extensions of r0 nor a derivation of the diamond product.
The cyclic module and its Hilbert series
Starting from r1, the module r2 is generated under r3 and the commuting family r4, graded by word length, with r5. Omitting r6 recovers the Macaulay inverse system of the basis-generating polynomial r7, whose Hilbert function r8 is symmetric (Artinian Gorenstein). The basic comparison
r9
positions B(L)0 as a canonical enlargement of a symmetric Gorenstein Hilbert function bounded by the top-heavy Whitney numbers. Notably, the reverse inequality B(L)1 fails for 938 of the 950 eight-element matroids, so B(L)2 is genuinely a different profile rather than a repackaging of flat counts.
Separation from valuative invariants
The strongest structural result concerns Bonin's pair of rank-three matroids with equal Derksen B(L)3-invariant but different configurations. Dualizing to simple rank-five matroids B(L)4, exact rational computation yields identical classical apolar series B(L)5 yet distinct series
B(L)6
Since every valuative invariant factors through B(L)7 (Derksen–Fink), B(L)8 cannot be the restriction to simple matroids of any valuative invariant; in particular it is not determined by the Tutte polynomial or catenary data. The separation mechanism is explicit and occurs already in degree two: modulo the common 25-dimensional space of pair-incidence vectors, the element-incidence vectors have ranks 5 for B(L)9 versus 3 for a0. A further consequence is that duality is not recoverable from a1: the original rank-three pair has a2 while their duals are separated. For uniform matroids, by contrast, a3 is redundant and a4.
The generalized theta family
The most pointed test comes from Larson's counterexample to Whitney log-concavity, the cycle matroid a5 of the theta graph with four internally disjoint paths of lengths a6; Larson's example is a7. The paper computes the first four coefficients for all a8:
| a9 |
La0 |
| 0 |
La1 |
| 1 |
La2 |
| 2 |
La3 |
| 3 |
La4 |
and proves La5. For La6 the gap is La7. Thus the La8 inequality holds strictly at the differential index corresponding exactly to where Whitney log-concavity fails classically.
The proof combines representation theory of the symmetry group La9 with finite determinant witnesses. Classical degrees are handled via Gottlieb's incidence-matrix rank theorem applied to spanning-subset occupancy matrices, including a boundary case at ea⋄(−)0 resolved through the Specht decomposition of ea⋄(−)1. The nonclassical quotient ea⋄(−)2 is identified as ea⋄(−)3, where ea⋄(−)4 and ea⋄(−)5, with saturation established by compressed witness matrices whose determinants are explicit nonzero polynomials in ea⋄(−)6 (e.g., ea⋄(−)7 in the hardest sector). Words with two or three occurrences of ea⋄(−)8 are shown to add nothing, using the fact that ea⋄(−)9 is classical and βx0 lies in the trivial isotypic component, which is already saturated.
Computational evidence
Exact rational computation over the complete Mayhew–Royle census verifies strict log-concavity and front-loading for all 950 simple matroids on eight elements, with βx1 in 894 cases, smallest log-concavity gap 35, and largest observed defect βx2 versus βx3 — confirming the evidence is not driven by degenerate cases where βx4 acts trivially. A stratified sample of 400 nine-element matroids was checked by a three-prime modular backend (βx5), validated against the exact implementation on all 950 eight-element cases; the author is careful to state that three-prime agreement is evidence, not a rational-rank certificate, since modular reduction can only lower rank.
Limitations and open questions
The paper is candid that the computations do not constitute a structural theory: "at present we do not have a satisfying theoretical framework that explains the shape suggested by these computations." Both main conjectures — log-concavity of βx6 and front-loading (βx7 for βx8, where βx9) — remain open beyond the verified ranges. Three specific questions are posed: whether the associated graded of the Hβ,M(q)00-filtration carries a Lorentzian or Lefschetz structure in the sense of recent work on Lefschetz modules; whether front-loaded defect can be realized geometrically by maps between complementary defect spaces; and how the filtered module behaves under direct sum, deletion, contraction, and duality, given that simple formulas fail and the Bonin pair shows duality is not determined by Hβ,M(q)01 alone. One should also note that the theta-family analysis covers only degrees zero through three, so even within that family the full log-concavity chain is unverified.
Conclusion
This paper introduces a canonical lowering operator Hβ,M(q)02 on the graded Möbius algebra, built from Hβ,M(q)03-weighted adjoints and forced by a diagonal normalization, and uses it to define a graded cyclic module whose Hilbert series Hβ,M(q)04 is a new, non-valuative matroid invariant. The invariant strictly refines the Derksen Hβ,M(q)05-invariant and the classical apolar Hilbert function simultaneously, and it satisfies the critical log-concavity inequality at the precise index where Larson's counterexample breaks Whitney log-concavity. With complete verification on eight elements and strong modular evidence at nine, the outstanding problem is structural: finding the Hodge-theoretic or Lefschetz-type mechanism behind the observed shape.