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Reachability computation for polynomial dynamical systems

DREOSSI, Tommaso
•
Dang, Thao
•
PIAZZA, Carla
2017
  • journal article

Periodico
FORMAL METHODS IN SYSTEM DESIGN
Abstract
This paper is concerned with the problem of computing the bounded time reachable set of a polynomial discrete-time dynamical system. The problem is well-known for being difficult when nonlinear systems are considered. In this regard, we propose three reachability methods that differ in the set representation. The proposed algorithms adopt boxes, parallelotopes, and parallelotope bundles to construct flowpipes that contain the actual reachable sets. The latter is a new data structure for the symbolic representation of polytopes. Our methods exploit the Bernstein expansion of polynomials to bound the images of sets. The scalability and precision of the presented methods are analyzed on a number of dynamical systems, in comparison with other existing approaches.
DOI
10.1007/s10703-016-0266-3
WOS
WOS:000397404600001
Archivio
http://hdl.handle.net/11390/1108075
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85008661455
Diritti
open access
Soggetti
  • Bernstein coefficient...

  • Polynomial dynamical ...

  • Reachability

  • Theoretical Computer ...

  • Software

  • Hardware and Architec...

Web of Science© citazioni
13
Data di acquisizione
Mar 24, 2024
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