@article{eprints470, title = {Inner and outer approximation of polytopes using boxes}, year = {2004}, month = {February}, volume = {27}, pages = {151--178}, number = {2}, publisher = {Elsevier}, journal = {Computational Geometry }, author = {Alberto Bemporad and Carlo Filippi and Fabio Danilo Torrisi}, keywords = {Polytopes; Approximation; Boxes; Containment; Reachability analysis}, abstract = {This paper deals with the problem of approximating a convex polytope in any finite dimension by a collection of (hyper)boxes. More exactly, given a polytope by a system of linear inequalities, we look for two collections and of boxes with non-overlapping interiors such that the union of all boxes in  is contained in  and the union of all boxes in  contains . We propose and test several techniques to construct and aimed at getting a good balance between two contrasting objectives: minimize the volume error and minimize the total number of generated boxes. We suggest how to modify the proposed techniques in order to approximate the projection of  onto a given subspace without computing the projection explicitly.}, url = {http://eprints.imtlucca.it/470/} }