HyCreate: A Tool for Overapproximating Reachability of Hybrid Automata | |
A simulation (left) and reachability computation result from HyCreate (right), of the Van der Pol oscillator system. | |
Poster Image | |
HyCreate 2.81 Tool and Associated Files | |
(old) HyCreate 1.31 Tool and Associated Files | |
Note: HyCreate uses unions of boxes as the state set representation and therefore does not work well for over two or three dimensions if you have long time bounds. Due to these fundamental limitations, I no longer work on the tool and instead have been researching more scalable methods (such as those in the Hylaa tool). HyCreate is a software tool for defining hybrid automata and computing overapproximations of reachable sets for systems with nonlinear, nondeterministic dynamics with a small number of dimensions. The user of HyCreate specifies a hybrid automata through the interface, using the standard hybrid automaton model. The mode differential equations, guard conditions, discrete switch resets, and mode invariants are all input using standard Java syntax, which is both well-known and highly expressible. After entering the required information, and assigning constants which allow a trade-off of computation time for overapproximation accuracy, both time-bounded and unbounded (complete) reachability can be computed from an initial state. Finally, the computed reach set can be output to a text file for further processing, or visualized through the tool as projections on a 2D space for any two continuous dimensions, with different colors used to indicate different discrete modes. HyCreate uses mixed face lifting to safely overapproximate reach sets. Sets of hyperrectangles are used to track the reach set. Error is controlled by splitting hyperrectangles when they get too large (which is why it doesn't work well in high dimensions). Termination checking is done using periodic grid realignment. To cite HyCreate in your research, please use: @misc{bak2013hsccposter, title={Computing Reachability for Nonlinear Systems with HyCreate}, author={Bak, Stanley and Caccamo, Marco}, booktitle={16th International Conference on Hybrid Systems: Computation and Control Poster Session}, year={2013}, organization={ACM} } |
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