It is well-known that the convergence of a family of smooth functions does not implythe convergence of its gradients. In this work, we show that if the family is definablein an o-minimal structure (for instance semialgebraic, subanalytic, or any compositionof the previous with exp, log), then the gradient's limit is a conservative set-valued fieldin the sense introduced by Bolte and Pauwels. Immediate implications of this resulton convergence guarantees of smoothing methods are discussed. Finally, a more generalresult is established, where the functions in the original family might be merely Lipschitzcontinuous, vector-valued and the gradients are replaced by their Clarke's Jacobians oran arbitrary definable conservative mapping.
No takes yet. Share an insight, caveat, or question.
Sholom Schechtman (2024) studied this question.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: