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Unified framework for the propagation of continuous-time enclosures for parametric nonlinear ODEs
This paper presents a framework for constructing and analyzing enclosures of the reachable
set of nonlinear ordinary differential equations using continuous-time set-propagation …
set of nonlinear ordinary differential equations using continuous-time set-propagation …
Optimization-based convex relaxations for nonconvex parametric systems of ordinary differential equations
Novel convex and concave relaxations are proposed for the solutions of parametric ordinary
differential equations (ODEs), to aid in furnishing bounding information for deterministic …
differential equations (ODEs), to aid in furnishing bounding information for deterministic …
Rapid and accurate reachability analysis for nonlinear dynamic systems by exploiting model redundancy
K Shen, JK Scott - Computers & Chemical Engineering, 2017 - Elsevier
A new method is presented for enclosing the reachable sets of nonlinear ordinary differential
equations subject to a range of inputs. Reachable set enclosures are used for uncertainty …
equations subject to a range of inputs. Reachable set enclosures are used for uncertainty …
Guaranteed safe path and trajectory tracking via reachability analysis using differential inequalities
In many automated motion planning systems, vehicles are tasked with tracking a reference
path or trajectory that is safe by design. However, due to various uncertainties, real vehicles …
path or trajectory that is safe by design. However, due to various uncertainties, real vehicles …
Efficient polyhedral enclosures for the reachable set of nonlinear control systems
This work presents a general theory for the construction of a polyhedral outer approximation
of the reachable set (“polyhedral bounds”) of a dynamic system subject to time-varying …
of the reachable set (“polyhedral bounds”) of a dynamic system subject to time-varying …
Guaranteed parameter estimation of non-linear dynamic systems using high-order bounding techniques with domain and CPU-time reduction strategies
This paper is concerned with guaranteed parameter estimation of non-linear dynamic
systems in a context of bounded measurement error. The problem consists of finding—or …
systems in a context of bounded measurement error. The problem consists of finding—or …
Affine relaxations for the solutions of constrained parametric ordinary differential equations
This work presents a numerical method for evaluating affine relaxations of the solutions of
parametric ordinary differential equations. This method is derived from a general theory for …
parametric ordinary differential equations. This method is derived from a general theory for …
A validated integration algorithm for nonlinear ODEs using Taylor models and ellipsoidal calculus
This paper presents a novel algorithm for bounding the reachable set of parametric
nonlinear differential equations. This algorithm is based on a first-discretize-then-bound …
nonlinear differential equations. This algorithm is based on a first-discretize-then-bound …
Stable set-valued integration of nonlinear dynamic systems using affine set-parameterizations
Many set-valued integration algorithms for parametric ordinary differential equations (ODEs)
implement a combination of Taylor series expansion with either interval arithmetic or Taylor …
implement a combination of Taylor series expansion with either interval arithmetic or Taylor …
Convergence-order analysis for differential-inequalities-based bounds and relaxations of the solutions of ODEs
For the performance of global optimization algorithms, the rate of convergence of convex
relaxations to the objective and constraint functions is critical. We extend results from …
relaxations to the objective and constraint functions is critical. We extend results from …