On approximations by projections of polytopes with few facets
Alexander E. Litvak, Mark Rudelson, Nicole Tomczak-Jaegermann

TL;DR
This paper proves that in general, convex bodies cannot be well-approximated by projections of simplexes with few facets, establishing bounds on the approximation quality in high dimensions.
Contribution
It answers a longstanding open problem by showing limitations of approximating convex bodies with projections of simplexes, providing sharp bounds on the Banach-Mazur distance.
Findings
Convex bodies generally cannot be approximated by projections of simplexes of sub-exponential dimension.
Established a lower bound on the Banach-Mazur distance for such approximations.
The bounds are sharp up to a logarithmic factor for all N > n.
Abstract
We provide an affirmative answer to a problem posed by Barvinok and Veomett, showing that in general an n-dimensional convex body cannot be approximated by a projection of a section of a simplex of a sub-exponential dimension. Moreover, we establish a lower bound of the Banach-Mazur distance between n-dimensional projections of sections of an N-dimensional simplex and a certain convex symmetric body, which is sharp up to a logarithmic factor for all N>n.
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Taxonomy
TopicsPoint processes and geometric inequalities · Markov Chains and Monte Carlo Methods · Diffusion and Search Dynamics
