Continuity and computability of reachable sets
The computation of reachable sets of nonlinear dynamic and control systems is an important problem of systems theory. In this paper we consider the computability of reachable sets using Turing machines to perform approximate computations. We use Weihrauch's type-two theory of effectivity for computable analysis and topology, which provides a natural setting for performing computations on sets and maps. The main result is that the reachable set is lower-computable, but is only outer-computable if it equals the chain-reachable set. In the course of the analysis, we extend the computable topology theory to locally-compact Hausdorff spaces and semicontinuous set-valued maps, and provide a framework for computing approximations.
|Computational methods (msc 93B40), Attainable sets (msc 93B03)|
|Life Sciences (theme 5), Energy (theme 4)|
|Modelling, Analysis and Simulation [MAS]|
Collins, P.J. (2004). Continuity and computability of reachable sets. Modelling, Analysis and Simulation [MAS]. CWI.