Set propagation techniques for reachability analysis

M Althoff, G Frehse, A Girard - Annual Review of Control …, 2021 - annualreviews.org
Reachability analysis consists in computing the set of states that are reachable by a
dynamical system from all initial states and for all admissible inputs and parameters. It is a …

[PDF][PDF] Reachability analysis and its application to the safety assessment of autonomous cars

M Althoff - 2010 - mediatum.ub.tum.de
One of the biggest boosts for innovation in engineering has been the ongoing improvement
of digital processor technology. Connections between physical systems and computing …

Relational abstractions for continuous and hybrid systems

S Sankaranarayanan, A Tiwari - … , CAV 2011, Snowbird, UT, USA, July 14 …, 2011 - Springer
In this paper, we define relational abstractions of hybrid systems. A relational abstraction is
obtained by replacing the continuous dynamics in each mode by a binary transition relation …

Extensions of polynomial zonotopes and their application to verification of cyber-physical systems

N Kochdumper - 2022 - mediatum.ub.tum.de
In this thesis, we present the three novel set representations sparse polynomial zonotopes,
constrained polynomial zonotopes, and the Z-representation of polytopes. One major …

Counterexample-guided refinement of template polyhedra

S Bogomolov, G Frehse, M Giacobbe… - … Conference on Tools …, 2017 - Springer
Template polyhedra generalize intervals and octagons to polyhedra whose facets are
orthogonal to a given set of arbitrary directions. They have been employed in the abstract …

Linear relaxations of polynomial positivity for polynomial lyapunov function synthesis

MA Ben Sassi, S Sankaranarayanan… - IMA Journal of …, 2016 - academic.oup.com
We examine linear programming (LP) based relaxations for synthesizing polynomial
Lyapunov functions to prove the stability of polynomial ordinary differential equations …

[PDF][PDF] Reachability Analysis for Polynomial Dynamical Systems Using the Bernstein Expansion.

T Dang, R Testylier - Reliab. Comput., 2012 - reliable-computing.org
This paper is concerned with the reachability computation problem for polynomial discrete-
time dynamical systems. Such computations constitute a crucial component in algorithmic …

Reachability analysis of polynomial systems using linear programming relaxations

MA Ben Sassi, R Testylier, T Dang, A Girard - International Symposium on …, 2012 - Springer
In this paper we propose a new method for reachability analysis of the class of discrete-time
polynomial dynamical systems. Our work is based on the approach combining the use of …

Automatic abstraction of non-linear systems using change of bases transformations

S Sankaranarayanan - Proceedings of the 14th international conference …, 2011 - dl.acm.org
We present abstraction techniques that transform a given non-linear dynamical system into a
linear system, such that, invariant properties of the resulting linear abstraction can be used …

ARCH-COMP21 category report: continuous and hybrid systems with nonlinear dynamics

L Geretti, JA dit Sandretto, M Althoff… - … of Continuous and …, 2021 - cris.maastrichtuniversity.nl
We present the results of a friendly competition for formal verification of continuous and
hybrid systems with nonlinear continuous dynamics. The friendly competition took place as …