The computational complexity of convex bodies
Metric Geometry
2007-05-23 v1 Combinatorics
Abstract
We discuss how well a given convex body B in a real d-dimensional vector space V can be approximated by a set X for which the membership question: ``given an x in V, does x belong to X?'' can be answered efficiently (in time polynomial in d). We discuss approximations of a convex body by an ellipsoid, by an algebraic hypersurface, by a projection of a polytope with a controlled number of facets, and by a section of the cone of positive semidefinite quadratic forms. We illustrate some of the results on the Traveling Salesman Polytope, an example of a complicated convex body studied in combinatorial optimization.
Keywords
Cite
@article{arxiv.math/0610325,
title = {The computational complexity of convex bodies},
author = {Alexander Barvinok and Ellen Veomett},
journal= {arXiv preprint arXiv:math/0610325},
year = {2007}
}
Comments
24 pages