Computer Science Graduate Seminar: Stefan Schupp: State Set Representations for Hybrid Systems Reachability Analysis
Wednesday, September 25, 2019, 3:00pm
Location: RWTH Aachen University, Department of Computer Science - Ahornstr. 55, building E3, room 9222
Speaker: Stefan Schupp
Hybrid systems in computer science are systems with combined discrete-continuous behavior. This work presents results obtained in the field of safety verification for linear hybrid systems whose continuous behavior can be described by linear differential equations. We focus on a special technique named flowpipe-construction-based reachability analysis, which over-approximates the reachable states of a given hybrid system as a finite union of state sets. In these computations we can use different geometric and symbolic representations for state sets as datatypes.
In this talk we focus on the following aspects:
- We present our C++ library HyPro, offering implementations for several state set representations that are commonly used in flowpipe-construction-based reachability analysis.
- We show the applicability of HyPro by embedding a flowpipe-construction-based reachability analysis method in a CEGAR-based abstraction refinement framework.
- We present our approach to decompose the search space and replace high-dimensional computations by computations in lower-dimensional subspaces.