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Graphons and the HH-property

Published 15 Feb 2024 in math.OC | (2402.09692v1)

Abstract: A graphon satisfies the HH-property if graphs sampled from it contain a Hamiltonian decomposition almost surely, which in turn implies that the corresponding network topologies are, e.g., structurally stable and structurally ensemble controllable. In papers, we have exhibited a set of conditions that is essentially necessary and sufficient for the HH-property to hold for the finite-dimensional class of step-graphons. The extension to the infinite-dimensional case of general graphons was hindered by the fact that said conditions relied on objects that do not admit immediate extensions to the infinite-dimensional case. We outline here our approach to bypass this difficulty and state conditions that guarantee that the HH-property holds for general graphons.

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