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Discrete Abstractions of Continuous Systems - an Input/Output Point of View 

Author: J. Raisch
DOI: 10.1076/1387-3954(200003)6:1;1-Q;FT006
Publication Frequency: 6 issues per year
Published in: journal Mathematical and Computer Modelling of Dynamical Systems, Volume 6, Issue 1 March 2000 , pages 6 - 29
Formats available: PDF (English)
Previously published as: Mathematical Modelling of Systems (1381-2424) until 1998
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Abstract

This contribution proposes a hierarchy of discrete ions for a given continuous model. It adopts an input/output point of view, and starts from the continuous system behaviour Bc (i.e., 'the set of all pairs of input and output signals which are compatible with the continuous model equations). The first step is to construct a sequence of behaviours Bl, l =0, 1,..., such that B0B1 ⊇ ... ⊇ Bc . In a second step, nondeterministic Moore automata A_l are generated as minimal realizations for the behaviours Bl. Hence, the continuous base system and its discrete abstractions A l form a totally ordered set of models, where ordering is in the sense of set inclusion of model behaviours or, equivalently, in terms of approximation accuracy. Within this set, there exists a uniquely defined “coarsest” (and therefore least complex) model which allows a given set of specifications to be enforced by discrete feedback. The ordering property implies that this discrete feedback also forces the continuous base system to obey the specifications.
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