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Trajectory Convergence from Coordinate-wise Decrease of General Energy Functions

Published in arXiv (Cornell University) • Mar 7, 2022
NobleIDNI0P60W75R13S66
Authors:
Julien M. Hendrickx
,
Balázs Gerencsér

Abstract

We consider arbitrary trajectories subject to a coordinate-wise energy decrease: the sign of the derivative of each entry is never the same as that of the corresponding entry of the gradient of some energy function. We show that this simple condition guarantees convergence to a point, to the minimum...

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