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Parameter Synthesis using Parallelotopic Enclosure and Applications to Epidemic Models

DREOSSI, Tommaso
•
PIAZZA, Carla
•
Thao Dang
2015
  • conference object

Abstract
We consider the problem of refining a parameter set to ensure that the behaviors of a dynamical system satisfy a given property. The dynamics are defined through parametric polynomial difference equations and their Bernstein representations are exploited to enclose reachable sets into parallelotopes. This allows us to achieve more accurate reachable set approximations with respect to previous works based on axis-aligned boxes. Moreover, we introduce a symbolical precomputation that leads to a significant improvement on time performances. Finally, we apply our framework to some epidemic models verifying the strength of the proposed method.
DOI
10.1007/978-3-319-27656-4_4
Archivio
http://hdl.handle.net/11390/1070160
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-84954192010
Diritti
metadata only access
Scopus© citazioni
7
Data di acquisizione
Jun 2, 2022
Vedi dettagli
Visualizzazioni
3
Data di acquisizione
Apr 19, 2024
Vedi dettagli
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