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A subdivision approach to the solution of polynomial constraints over finite domains using the modified Bernstein form

Capitolo di libro
Data di Pubblicazione:
2016
Citazione:
A subdivision approach to the solution of polynomial constraints over finite domains using the modified Bernstein form / Bergenti, F., Monica, S., Rossi, G. - In: AI*IA 2016 Advances in Artificial Intelligence / [a cura di] Giovanni Adorni Stefano Cagnoni Marco Gori Marco Maratea. - [s.l] : Springer International Publishing, 2016. - ISBN 9783319491295. - pp. 179-191 [10.1007/978-3-319-49130-1_14]
Abstract:
This paper discusses an algorithm to solve polynomial constraints over finite domains, namely constraints which are expressed in terms of equalities, inequalities and disequalities of polynomials with integer coefficients whose variables are associated with finite domains. The proposed algorithm starts with a preliminary step intended to rewrite all constraints to a canonical form. Then, the modified Bernstein form of obtained polynomials is used to recursively restrict the domains of variables, which are assumed to be initially approximated by a bounding box. The proposed algorithm proceeds by subdivisions, and it ensures that each variable is eventually associated with the inclusion maximal finite domain in which the set of constraints is satisfiable. If arbitrary precision integer arithmetic is available, no approximation is introduced in the solving process because the coefficients of the modified Bernstein form are integer numbers.
Tipologia CRIS:
Capitolo/Saggio
Elenco autori:
Bergenti, Federico; Monica, Stefania; Rossi, Gianfranco
Autori di Ateneo:
MONICA Stefania
Link alla scheda completa:
https://iris.unimore.it/handle/11380/1207014
Titolo del libro:
AI*IA 2016 Advances in Artificial Intelligence
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