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Order Polytope


The order polytope of a finite partially ordered set P is the convex polytope

 O(P)={x in [0,1]^P:x_p<=x_q whenever p<=_Pq}.

Its dimension is |P|. Its vertices are the coordinate vectors of the indicator functions of upward-closed subsets of P, including the empty subset (Stanley 1986). The complements of these subsets are partial order ideals.

For a chain p_1<...<p_n, the inequalities are 0<=x_(p_1)<=...<=x_(p_n)<=1, giving a simplex. For an n-element antichain, the order polytope is the unit hypercube [0,1]^n.

The order polytope and chain polytope have the same Ehrhart polynomial and volume e(P)/n!, where n=|P| and e(P) counts the linear extensions of P (Stanley 1986).

Freij-Hollanti et al. (2026) prove that the chain polytope has the same number of quadrilateral 2-dimensional faces and at least as many triangular 2-dimensional faces. Equality in the triangular counts holds iff the two polytopes are related by an affine map x|->Ax+b with integer A,b and detA=+/-1. The paper calls quadrilateral faces "square faces" without requiring Euclidean squares.

The order polytope of the alternating partially ordered set on n elements with relations 1<2>3<... is integrally equivalent to the unit-flow polytope of the zigzag directed graph on n+2 vertices (Brunner and Hanusa 2026).

Goel (2026, Theorem 4.1) proves a sharp quantitative form of the comparison with the chain polytope. Let P have n elements and contain, as an induced partially ordered set, an element above two incomparable elements and below two other incomparable elements. For 2<=k<=n-1,

 f_k(C(P))-f_k(O(P))>=(n-3; k-2),

where f_k counts the k-dimensional faces. For each n>=5, examples attain all these bounds simultaneously. For an arbitrary n-element partially ordered set, equality of the two face counts for any such k holds iff the two polytopes are unimodularly equivalent. The analogous implication for k=1 is false, since the numbers of edges agree even for inequivalent pairs. Goel (2026) reports an AI-developed Lean proof that assumes two results from Fourier's face-comparison argument.


See also

Chain Polytope, Ehrhart Polynomial, Flow Polytope, Linear Extension, Partially Ordered Set

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References

Brunner, R. and Hanusa, C. R. H. "A Triangulation of the Flow Polytope of the Zigzag Graph." Elec. J. Combin. 33, P4.10, 2026. https://doi.org/10.37236/13162.Freij-Hollanti, R.; Lundström, T.; and Mori, A. "Two-Dimensional Faces of Order and Chain Polytopes." Elec. J. Combin. 33, P3.67, 2026. https://doi.org/10.37236/14909.Goel, D. "The Hibi-Li (2016) Conjecture Is Fully Resolved." 28 Oct 2026. https://arxiv.org/abs/2610.40703v1.Stanley, R. P. "Two Poset Polytopes." Discrete Comput. Geom. 1, 9-23, 1986. https://doi.org/10.1007/BF02187680.

Cite this as:

Weisstein, Eric W. "Order Polytope." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/OrderPolytope.html

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