Jesús A. De Loera’s research while affiliated with University of California, Davis and other places

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Publications (190)


Semigroups of Integer Points in Convex Cones
  • Preprint
  • File available

April 2025

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8 Reads

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Jesús A. De Loera

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Luze Xu

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We study the question whether the affine semigroup of integer points in a convex cone can be finitely generated up to symmetries of the cone. We establish general properties of finite generation up to symmetry, and then concentrate on the case of irrational polyhedral cones.

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Integer points in arbitrary convex cones: the case of the PSD and SOC cones

January 2025

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3 Reads

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1 Citation

Mathematical Programming

We investigate the semigroup of integer points inside a convex cone. We extend classical results in integer linear programming to integer conic programming. We show that the semigroup associated with nonpolyhedral cones can sometimes have a notion of finite generating set with the help of a group action. We show this is true for the cone of positive semidefinite matrices (PSD) and the second-order cone (SOC). Both cones have a finite generating set of integer points, similar in spirit to Hilbert bases, under the action of a finitely generated group. We also extend notions of total dual integrality, Gomory-Chvátal closure, and Carathéodory rank to integer points in arbitrary cones.


Figure 1. The weight lifting polytope P w of the unit square relative to w = y 1 + y 2 . The weight lifting polytope P w appears as the upper facet.
Ehrhart Functions of Weighted Lattice Points

December 2024

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41 Reads

This paper studies three different ways to assign weights to the lattice points of a convex polytope and discusses the algebraic and combinatorial properties of the resulting weighted Ehrhart functions and their generating functions and associated rings. These will be called q-weighted, r-weighted, and s-weighted Ehrhart functions, respectively. The key questions we investigate are \emph{When are the weighted Ehrhart series rational functions and which classical Ehrhart theory properties are preserved? And, when are the abstract formal power series the Hilbert series of Ehrhart rings of some polytope?} We prove generalizations about weighted Ehrhart hh^*-coefficients of q-weighted Ehrhart series, and show q- and s-weighted Ehrhart reciprocity theorems. Then, we show the q- and r-weighted Ehrhart rings are the (classical) Ehrhart rings of weight lifting polytopes.


On the Number of Vertices in a Hyperplane Section of a Polytope

December 2024

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16 Reads

We study the slices or sections of a convex polytope by affine hyperplanes. We present results on two key problems: First, we provide tight bounds on the maximum number of vertices attainable by a hyperplane slice of d-polytope (a sort of upper bound theorem) and discuss a new algorithm to find all sections. Second, we investigate the sequence of numbers of vertices produced by the different slices over all possible hyperplanes and analyze the gaps that arise in that sequence. We study these sequences for three-dimensional polytopes and for hypercubes. Our results were obtained with the help of large computational experiments, and we report on new data generated for hypercubes.


Optimization Tools for Computing Colorings of [1,,n][1,\cdots ,n] with Few Monochromatic Solutions on 3-variable Linear Equations

October 2024

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1 Read

A famous result in arithmetic Ramsey theory says that for many linear homogeneous equations E there is a threshold value Rk(E)R_k(E) (the Rado number of E) such that for any k-coloring of the integers in the interval [1,n], with nRk(E)n \ge R_k(E), there exists at least one monochromatic solution. But one can further ask, how many monochromatic solutions is the minimum possible in terms of n? Several authors have estimated this function before, here we offer new tools from integer and semidefinite optimization that help find either optimal or near optimal 2-colorings minimizing the number of monochromatic solutions of several families of 3-variable non-regular homogeneous linear equations. In the last part of the paper we further extend to three and more colors for the Schur equation, improving earlier work.


On the Simplex Method for 0/1-Polytopes

June 2024

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24 Reads

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3 Citations

Mathematics of Operations Research

We present three new pivot rules for the Simplex method for Linear Programs over 0/1-polytopes. We show that the number of nondegenerate steps taken using these three rules is strongly polynomial, linear in the number of variables, and linear in the dimension. Our bounds on the number of steps are asymptotically optimal on several well-known combinatorial polytopes. Our analysis is based on the geometry of 0/1-polytopes and novel modifications to the classical steepest-edge and shadow-vertex pivot rules. We draw interesting connections between our pivot rules and other well-known algorithms in combinatorial optimization. Funding: A. E. Black and J. A. De Loera are grateful for the support received through the National Science Foundation [Grants DMS-1818969 and NSF GRFP]. L. Sanita is grateful for the support received from the Nederlandse Organisatie voor Wetenschappelijk Onderzoek [Grant VI.Vidi.193.087].




Convexity in (Colored) Affine Semigroups

October 2023

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6 Reads

Studia Scientiarum Mathematicarum Hungarica

In this paper, we explore affine semigroup versions of the convex geometry theorems of Helly, Tverberg, and Carathéodory. Additionally, we develop a new theory of colored affine semigroups , where the semigroup generators each receive a color and the elements of the semigroup take into account the colors used (the classical theory of affine semigroups coincides with the case in which all generators have the same color). We prove an analog of Tverberg’s theorem and colorful Helly’s theorem for semigroups, as well as a version of colorful Carathéodory’s theorem for cones. We also demonstrate that colored numerical semigroups are particularly rich by introducing a colored version of the Frobenius number.


The monotone path polytope of the octahedron for the linear functional φ(x)=(1,2,3)Tx\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\varphi (x)=(1,2,3)^{T}x$$\end{document} is pictured. The vertices are labeled by the corresponding coherent monotone paths and the edges are labeled by the corresponding coherent cellular strings. The two incoherent paths may be found in Fig. 2
There are precisely two incoherent monotone paths on the octahedron, which are picture in the left and middle of the figure. The obstruction is pictured on the right, since both paths contain -e3\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$-e_{3}$$\end{document}, -e2\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$-e_{2}$$\end{document}, e2\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$e_{2}$$\end{document}, and e3\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$e_{3}$$\end{document}
The proof of Theorem 3.2 may be visualized. Namely, the red xij\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$x_{i_{j}}$$\end{document} in the image represent the endpoints of each cell in the string. Via linear independence, we may impose that the slopes between these vertices are increasing and that they all lie below the line between -xn\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$-x_{n}$$\end{document} and xn\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$x_{n}$$\end{document}. Furthermore, we may impose that all vertices in each cell are mapped to the interior of an edge via linear interpolation and linear independence. Then their antipodes, the blue -xij\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$-x_{i_{j}}$$\end{document}, must lie above that line from -xn\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$-x_{n}$$\end{document} to xn\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$x_{n}$$\end{document}. For the remaining vertices, the green xsi\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$x_{s_{i}}$$\end{document}, we may again, by linear independence, place them all on the line between -xn\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$-x_{n}$$\end{document} and xn\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$x_{n}$$\end{document}, which forces their antipodes to also lie on that line
A plot of (C3+⋄3)Δ\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$(C_{3} + \diamond ^{3})^{\Delta }$$\end{document} made using [29]. By Theorem 1.1 (c), any MPP of ⋄4\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\diamond ^{4}$$\end{document} for a generic linear functional is combinatorially equivalent to the pictured polytope
Monotone Paths on Cross-Polytopes

October 2023

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30 Reads

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6 Citations

Discrete & Computational Geometry

In the early 1990s, Billera and Sturmfels introduced the monotone path polytope (MPP), an important case of the general theory of fiber polytopes, which has led to remarkable combinatorics. Given a pair (P,φ)(P,φ)(P,\varphi ) of a polytope P and a linear functional φφ\varphi , the MPP is obtained from averaging the fibers of the projection φ(P)φ(P)\varphi (P). They also showed that MPPs of (regular) simplices and hyper-cubes are combinatorial cubes and permutahedra respectively. As a natural follow-up we investigate the monotone paths of cross-polytopes for a generic linear functional φφ\varphi . We show the face lattice of the MPP of the cross-polytope is isomorphic to the lattice of intervals in the sign poset from oriented matroid theory. We also describe its f-vector, some geometric realizations, an irredundant inequality description, the 1-skeleton and we compute its diameter. In contrast to the case of simplices and hyper-cubes, monotone paths on cross-polytopes are not always coherent.


Citations (51)


... In applied mathematics, the cone of positive semidefinite matrices is of importance in convex optimization [7] and the lattice points of convex cones are key to algorithms in integer convex optimization. In particular finite generation for rational polyhedral cones is crucial in many algorithms [1,2,3,6,17,31]. ...

Reference:

Semigroups of Integer Points in Convex Cones
Integer points in arbitrary convex cones: the case of the PSD and SOC cones
  • Citing Article
  • January 2025

Mathematical Programming

... Find a 0/1-polytope, coming from a (pure) simplicial complex, whose number of coherent paths counted by length (N coh ℓ ) ℓ is not a unimodal sequence, for the direction c lex . Note that linear optimization on 0/1-polytopes has been largely studied, see [BLKS21] and its section "Prior work and context". There are polynomial algorithms for finding short paths, hence the above problem is more of theoretical importance, rather than practical one. ...

On the Simplex Method for 0/1-Polytopes
  • Citing Article
  • June 2024

Mathematics of Operations Research

... It was shown recently that Stanley's positivity and monotonicity theorems [32,34] continue to hold for s-weighted Ehrhart series of rational polytopes where lattice points are counted with homogeneous polynomial weights that are sums of products of linear forms which are nonnegative on the polytope [3]. ...

Weighted Ehrhart theory: Extending Stanley's nonnegativity theorem
  • Citing Article
  • May 2024

Advances in Mathematics

... In particular, the generalization from coherent paths to coherent subdivisions by Billera and Sturmfels's construction of fiber polytopes [BS92] spurred towards new exciting researches on the subject. With this perspective, coherent paths (and monotone path polytopes) where studied on simplices and cubes [BS92], on cyclic polytopes [ALRS00], on S-hypersimplices [MSS20], on cross-polytopes [BL23], on (usual) hypersimplices [Pou24]. ...

Monotone Paths on Cross-Polytopes

Discrete & Computational Geometry

... The classical shadow-vertex pivot rule, instrumental for randomized and smoothed analysis of the simplex method [Bor87,ST04], is not memoryless. To make the shadow-vertex pivot rule memoryless, A. Black, J. De Loera, N. Lütjeharms and R. Sanyal defined in [BDLLS23] the max-slope pivot rule with respect to a given fixed generic weight ω, which chooses the improving neighbor maximizing the slope on the plane defined by c and ω. They also introduced the max-slope pivot rule polytope (that we abbreviate here by pivot polytope), whose vertices are in bijection to the arborescences of the max-slope pivot rule on (P, c). ...

The Polyhedral Geometry of Pivot Rules and Monotone Paths
  • Citing Article
  • August 2023

SIAM Journal on Applied Algebra and Geometry

... Surprisingly, not much is known about the properties of Rado numbers for = 3. In 1995, Schaal [2] proved the first general result for 3 ( , ) and showed that the 3-colour Rado numbers 3 (3, ) are always finite and 3 (3, ) = 13 + 14 for ≥ 0. In 2015, Adhikari et al. [3] proved the exact formulas for 3 (4, ) and 3 (5, ) with ≥ 0. In 2022, Chang, De Loera, and Wesley [4] proved • 3 (ℰ(3, 0; 1, −1, − 2)) = 3 − 2 − − 1 for ≥ 3 (previously conjectured by Myers [5]), • 3 (ℰ(3, 0, , − , ( − 1))) = 3 + ( − 1) 2 for ≥ 3, and • 3 (ℰ(3, 0; , − , )) = 3 for ≥ 1, ≥ + 2, and gcd( , ) = 1. ...

Rado Numbers and SAT Computations
  • Citing Conference Paper
  • July 2022

... Especially, [ADLZ22] studies the number of monotone paths on polytopes, while [AER00] focuses on the connectivity of the graph of paths (where a path can be "flipped" into another by switching its behavior around a 2-face). Besides, [BDLL21] presents some results on extremal lengths of monotone paths for specific classes of polytopes, and [AS01] addresses the case of zonotopes. ...

On the Length of Monotone Paths in Polyhedra
  • Citing Article
  • August 2021

SIAM Journal on Discrete Mathematics

... As the literature on the subject is endless, we restrict to some pointers that the reader might find useful. Especially, [ADLZ22] studies the number of monotone paths on polytopes, while [AER00] focuses on the connectivity of the graph of paths (where a path can be "flipped" into another by switching its behavior around a 2-face). Besides, [BDLL21] presents some results on extremal lengths of monotone paths for specific classes of polytopes, and [AS01] addresses the case of zonotopes. ...

Enumerative problems for arborescences and monotone paths on polytope graphs