Computing Convex Hulls by Automata Iteration

  • Authors:
  • François Cantin;Axel Legay;Pierre Wolper

  • Affiliations:
  • Institut Montefiore, Université de Liège, Liège, Belgium;Computer Science Department, Carnegie Mellon University, Pittsburgh,;Institut Montefiore, Université de Liège, Liège, Belgium

  • Venue:
  • CIAA '08 Proceedings of the 13th international conference on Implementation and Applications of Automata
  • Year:
  • 2008

Quantified Score

Hi-index 0.00

Visualization

Abstract

This paper considers the problem of computing the real convex hull of a finite set of n-dimensional integer vectors. The starting point is a finite-automaton representation of the initial set of vectors. The proposed method consists in computing a sequence of automata representing approximations of the convex hull and using extrapolation techniques to compute the limit of this sequence. The convex hull can then be directly computed from this limit in the form of an automaton-based representation of the corresponding set of real vectors. The technique is quite general and has been implemented. Also, our result fits in a wider scheme whose objective is to improve the techniques for converting automata-based representation of constraints to formulas.