The positive Grassmannian, the amplituhedron, and cluster algebras

LK Williams - International congress of mathematicians, 2021 - ems.press
Abstract The positive Grassmannian Gr 0 k; n is the subset of the real Grassmannian where
all Plücker coordinates are nonnegative. It has a beautiful combinatorial structure as well as …

Gibbs manifolds

D Pavlov, B Sturmfels, S Telen - Information Geometry, 2023 - Springer
Gibbs manifolds are images of affine spaces of symmetric matrices under the exponential
map. They arise in applications such as optimization, statistics and quantum physics, where …

The zonoid algebra, generalized mixed volumes, and random determinants

P Breiding, P Bürgisser, A Lerario, L Mathis - Advances in Mathematics, 2022 - Elsevier
We show that every multilinear map between Euclidean spaces induces a unique,
continuous, Minkowski multilinear map of the corresponding real cones of zonoids. Applied …

Exact quantization of multistage stochastic linear problems

M Forcier, S Gaubert, V Leclere - SIAM Journal on Optimization, 2024 - SIAM
We show that the multistage stochastic linear problem (MSLP) with an arbitrary cost
distribution is equivalent to an MSLP on a finite scenario tree. We establish this exact …

[PDF][PDF] Multistage stochastic optimization and polyhedral geometry

M Forcier - Phd manuscript, École des Ponts, 2022 - maelforcier.github.io
In this manuscript we study how the tools from polyhedral geometry enlighten the structure of
multistage stochastic programming. More precisely, when the arbitrary random variables of a …

The geometry of discotopes

F Gesmundo, C Meroni - arXiv preprint arXiv:2111.01241, 2021 - arxiv.org
We study a class of semialgebraic convex bodies called discotopes. These are instances of
zonoids, objects of interest in real algebraic geometry and random geometry. We focus on …

Integrating Spectrahedra

J Vill - arXiv preprint arXiv:2303.05815, 2023 - arxiv.org
Given a linear map on the vector space of symmetric matrices, every fiber intersected with
the set of positive semidefinite matrices is a spectrahedron. Using the notion of the fiber …

[PDF][PDF] Semialgebraic convex bodies

C Meroni - 2022 - d-nb.info
In this thesis we study problems that lie at the intersection of convex geometry and algebraic
geometry. The main objects of interest are semialgebraic convex bodies: convex, compact …

Optimisation stochastique multi-étapes et géométrie polyédrale

M Forcier - 2022 - pastel.hal.science
Dans cette thèse, nous utilisons les outils de la géométrie polyédrale pour appréhender la
struc-ture de problèmes stochastiques. Plus précisément, lorsque les variables aléatoires de …

Real Algebraic Geometry for Physics and Optimization

D Pavlov - ul.qucosa.de
Abstract (EN) In recent years, algebraic geometry (both complex and real) has proven to be
useful in numerous applications in optimization, statistics, quantum information, and physics …