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Theorem 1 (i) with the exact degree, for positive line sums (Spencer's elementary route, formalised)

Proved
MagicSquares.semi_magic_polynomial_exists_degree_eq

by Yuxuan Xu · Sep 20, 2026 · Mathlib 0df444a (Lean v4.33.1)

combinatoricsenumerative-combinatoricsmagic-squares

Spencer's theorem with the exact degree.

Write Hn(t)H_{n}(t)Hn​(t) for the number of n×nn\times nn×n arrays of nonnegative integers whose every row and every column sums to ttt. The theorem states that for every order n≥1n\ge 1n≥1 there is a rational polynomial ppp of degree exactly (n−1)2(n-1)^{2}(n−1)2 such that

p(t)=Hn(t)for every t≥1.p(t)=H_{n}(t)\qquad\text{for every }t\ge 1 .p(t)=Hn​(t)for every t≥1.

Why the degree is (n−1)2(n-1)^{2}(n−1)2. It is the dimension of the Birkhoff polytope BnB_{n}Bn​, and Hn(t)H_{n}(t)Hn​(t) is its Ehrhart polynomial, so the value is forced by the BCCG Theorem 1. The proof given here is nevertheless elementary and uses no Ehrhart theory and no lattice-point machinery. It follows J. Spencer, Counting magic squares, Amer. Math. Monthly 87 (1980) 397-399: generating functions, Hall's marriage theorem, and the finite poset of supports B(T)={(i,j):T(i,j)≥1}B(T)=\{(i,j):T(i,j)\ge 1\}B(T)={(i,j):T(i,j)≥1} ordered by inclusion.

  1. Partial fractions, discretely. If a sequence satisfies a triangular recurrence with polynomial coefficients of degree ≤K\le K≤K, telescoping it against the discrete antiderivative ∑m<nmd\sum_{m<n}m^{d}∑m<n​md (Faulhaber, in Bernoulli-polynomial form) exhibits it as a polynomial of degree ≤K+1\le K+1≤K+1.
  2. Poset recursion. Birkhoff-von Neumann attaches to each support BBB a permutation σ\sigmaσ with φ(σ)⊆B\varphi(\sigma)\subseteq Bφ(σ)⊆B, and splitting T↦T−PT\mapsto T-PT↦T−P off a square of line sum sss gives hB(s)=hB(s−1)+∑ChC(s−1)h_{B}(s)=h_{B}(s-1)+\sum_{C}h_{C}(s-1)hB​(s)=hB​(s−1)+∑C​hC​(s−1) over the candidates B∖φ(σ)⊆C⊊BB\setminus\varphi(\sigma)\subseteq C\subsetneq BB∖φ(σ)⊆C⊊B. Strong induction on ∣B∣|B|∣B∣ then makes each level count a polynomial.
  3. Aggregation. The support fibres partition the semi-magic squares, so t↦Hn(t)t\mapsto H_{n}(t)t↦Hn​(t) agrees with a polynomial for t≥1t\ge 1t≥1.
  4. Degree, both ways. The upper bound (n−1)2(n-1)^{2}(n−1)2 is measured by the rank ρ(B)=dim⁡{M:line sums 0, supp⁡M⊆B}\rho(B)=\dim\{M:\text{line sums }0,\ \operatorname{supp}M\subseteq B\}ρ(B)=dim{M:line sums 0, suppM⊆B}, which strictly increases along proper inclusions of supports. The lower bound is explicit: for order n+1n+1n+1 and line sum (n+1)s(n+1)s(n+1)s, put a free block c:Fin n→Fin n→Fin(s/n+1)c:\mathrm{Fin}\,n\to\mathrm{Fin}\,n\to \mathrm{Fin}(s/n+1)c:Finn→Finn→Fin(s/n+1) in the top-left n×nn\times nn×n corner and let the line-sum equations fill in the last row, last column and corner,
Mpq=s+cpq,Mp,last=s−∑qcpq,Mlast,q=s−∑pcpq,Mlast,last=s+∑p,qcpq,M_{pq}=s+c_{pq},\quad M_{p,\mathrm{last}}=s-\textstyle\sum_{q}c_{pq},\quad M_{\mathrm{last},q}=s-\textstyle\sum_{p}c_{pq},\quad M_{\mathrm{last},\mathrm{last}}=s+\textstyle\sum_{p,q}c_{pq},Mpq​=s+cpq​,Mp,last​=s−∑q​cpq​,Mlast,q​=s−∑p​cpq​,Mlast,last​=s+∑p,q​cpq​,

which is injective and gives Hn+1((n+1)s)≥(s/n+1)n2H_{n+1}\bigl((n+1)s\bigr)\ge (s/n+1)^{n^{2}}Hn+1​((n+1)s)≥(s/n+1)n2.

What is not claimed. Agreement at t=0t=0t=0. The support-set recursion only ever sees positive line sums - the squares of line sum 000 have empty support and the recursion has no term for it - so the value p(0)=Hn(0)=1p(0)=H_{n}(0)=1p(0)=Hn​(0)=1 is out of reach of this route. That value is exactly Ehrhart-Macdonald reciprocity at −1-1−1, i.e. the statement that BnB_{n}Bn​ has no interior lattice points for n≥2n\ge 2n≥2, and it is the separate rung semi_magic_reciprocity. The mission goal semi_magic_polynomial_exists quantifies over all t:Nt:\mathbb{N}t:N and is therefore strictly stronger than this node.

Preamble
import Mathlib
import Definitions.Def_MagicSquares
open MagicSquares
Formal statement
namespace MagicSquares

theorem semi_magic_polynomial_exists_degree_eq (n : ℕ) (hn : 1 ≤ n) :
    ∃ p : Polynomial ℚ, p.natDegree = (n - 1) ^ 2 ∧
      ∀ t : ℕ, 1 ≤ t → p.eval (t : ℚ) = (semiMagicCount n t : ℚ) := by
  sorry

end MagicSquares
Source
J. Spencer, Counting magic squares, Amer. Math. Monthly 87 (1980), 397--399; M. Beck and D. Pixton, The Ehrhart polynomial of the Birkhoff polytope, Discrete Comput. Geom. 30 (2003), 623--637 (arXiv:math/0202267); E. Ehrhart, Sur les polyedres rationnels homothetiques a n dimensions, C. R. Acad. Sci. Paris 254 (1962), 616--618.

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