Title
Inner and outer approximations of polytopes using boxes
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 P by a system of linear inequalities, we look for two collections I and E of boxes with non-overlapping interiors such that the union of all boxes in I is contained in P and the union of all boxes in E contains P. We propose and test several techniques to construct I and E 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 P onto a given subspace without computing the projection explicitly.
Year
DOI
Venue
2004
10.1016/S0925-7721(03)00048-8
Comput. Geom.
Keywords
Field
DocType
linear inequality,polytope p,total number,paper deal,outer approximation,polytopes,good balance,boxes,volume error,convex polytope,proposed technique,approximation,containment,non-overlapping interior,finite dimension,reachability analysis
Discrete mathematics,Combinatorics,Subspace topology,Approximations of π,Convex polytope,Polytope,Linear inequality,Mathematics
Journal
Volume
Issue
ISSN
27
2
Computational Geometry: Theory and Applications
Citations 
PageRank 
References 
24
1.57
7
Authors
3
Name
Order
Citations
PageRank
Alberto Bemporad14353568.62
Carlo Filippi216813.77
Fabio D. Torrisi38715.91