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Quasi-polynomial
Generalization of polynomials

In mathematics, a quasi-polynomial (pseudo-polynomial) is a generalization of polynomials. While the coefficients of a polynomial come from a ring, the coefficients of quasi-polynomials are instead periodic functions with integral period. Quasi-polynomials appear throughout much of combinatorics as the enumerators for various objects.

A quasi-polynomial can be written as q ( k ) = c d ( k ) k d + c d − 1 ( k ) k d − 1 + ⋯ + c 0 ( k ) {\displaystyle q(k)=c_{d}(k)k^{d}+c_{d-1}(k)k^{d-1}+\cdots +c_{0}(k)} , where c i ( k ) {\displaystyle c_{i}(k)} is a periodic function with integral period. If c d ( k ) {\displaystyle c_{d}(k)} is not identically zero, then the degree of q {\displaystyle q} is d {\displaystyle d} . Equivalently, a function f : N → N {\displaystyle f\colon \mathbb {N} \to \mathbb {N} } is a quasi-polynomial if there exist polynomials p 0 , … , p s − 1 {\displaystyle p_{0},\dots ,p_{s-1}} such that f ( n ) = p i ( n ) {\displaystyle f(n)=p_{i}(n)} when i ≡ n mod s {\displaystyle i\equiv n{\bmod {s}}} . The polynomials p i {\displaystyle p_{i}} are called the constituents of f {\displaystyle f} .

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Examples

  • Given a d {\displaystyle d} -dimensional polytope P {\displaystyle P} with rational vertices v 1 , … , v n {\displaystyle v_{1},\dots ,v_{n}} , define t P {\displaystyle tP} to be the convex hull of t v 1 , … , t v n {\displaystyle tv_{1},\dots ,tv_{n}} . The function L ( P , t ) = # ( t P ∩ Z d ) {\displaystyle L(P,t)=\#(tP\cap \mathbb {Z} ^{d})} is a quasi-polynomial in t {\displaystyle t} of degree d {\displaystyle d} . In this case, L ( P , t ) {\displaystyle L(P,t)} is a function N → N {\displaystyle \mathbb {N} \to \mathbb {N} } . This is known as the Ehrhart quasi-polynomial, named after Eugène Ehrhart.
  • Given two quasi-polynomials F {\displaystyle F} and G {\displaystyle G} , the convolution of F {\displaystyle F} and G {\displaystyle G} is
( F ∗ G ) ( k ) = ∑ m = 0 k F ( m ) G ( k − m ) {\displaystyle (F*G)(k)=\sum _{m=0}^{k}F(m)G(k-m)} which is a quasi-polynomial with degree ≤ deg ⁡ F + deg ⁡ G + 1. {\displaystyle \leq \deg F+\deg G+1.}