Papers › Representing and computing the B-derivative of an ECʳ vector field's PCʳ flow
Representing and computing the B-derivative of an ECʳ vector field's PCʳ flow
George Council, Shai Revzen, Samuel A. Burden
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This paper concerns the first-order approximation of the piecewise-differentiable flow generated by a class of nonsmooth vector fields. Specifically, we represent and compute the Bouligand (or B-)derivative of the piecewise-Cʳ flow generated by an event-selected Cʳ vector field. Our results are remarkably efficient: although there are factorially many "pieces" of the desired derivative, we provide an algorithm that evaluates its action on a given tangent vector using polynomial time and space, and verify the algorithm's correctness by deriving a representation for the B-derivative that requires "only" exponential time and space to construct. We apply our methods in two classes of illustrative examples: piecewise-constant vector fields and mechanical systems subject to unilateral constraints.
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