Prove optimality of the FTL total rewiring for maximum assortativity

Establish whether the total-rewiring configuration produced by the Fast Total Link (FTL) degree-assortative rewiring procedure—constructed by ranking nodes by degree and connecting each node to the highest-degree available neighbors up to its original degree—achieves the maximum possible degree assortativity coefficient r among all simple graphs with the same degree sequence as the original network.

Background

The paper introduces the Fast Total Link (FTL) algorithm for degree-preserving rewiring aimed at rapidly tuning degree assortativity. A key step in the algorithm is a "total rewiring" that removes all edges and reconnects nodes in degree order to generate a highly assortative configuration before adjusting toward a target value via batch rewiring.

The authors observe empirically that this total rewiring yields very high assortativity and suggest it may even be optimal for a fixed degree sequence, but they explicitly note that they have not proven this. A formal proof (or counterexample) would characterize the extremal assortativity achievable under degree constraints and clarify the theoretical optimality of the FTL construction.

References

The resulting graph is then of relatively high assortativity, perhaps even the largest assortativity possible for the given degree sequence, although we have not yet proven this.

Fast degree-preserving rewiring of complex networks  (2401.12047 - Mannion et al., 2024) in Section 3.2.1, Fast degree-assortative rewiring