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Bounds on the critical connectivity threshold

PDF p. 9: Section 1.5, second paragraph

Statement

Assume countable choice. The critical connectivity threshold for the homogeneous graph Kuramoto model satisfies 0.6875=11/16≤μc≤3/4=0.75. In particular, connectivity alone does not ensure global synchronization: connected nonsynchronizing graphs occur with minimum-degree density arbitrarily close to 11/16. The upper bound expresses a sufficient minimum-degree condition for synchronization at every fixed density strictly above 3/4 and all sufficiently large orders.

Facts & Assumptions

[F1]

A graph is finite and undirected, has at most one edge between each pair of vertices, and may have loops, each counted once in its vertex degree. Write dmin⁡ for its minimum degree. Global synchronization means convergence to an all-equal phase state for almost every initial phase under normalized phase volume. Countable choice is assumed for this convention (Adjacency, degrees, graph Laplacian, and spectral notation, Globally synchronizing graph — Definition 1.1, Normalized phase volume and almost-everywhere assertions, The Axiom of Countable Choice (AC_ω)).

[F2]

The threshold μc is the smallest real number a such that, for each μ>a, there is a cutoff N(μ) for which every graph on n≥N(μ) vertices with dmin⁡≥μ(n−1) globally synchronizes (Critical minimum-degree connectivity parameter).

[F3]

Every simple loop-free graph on n≥2 vertices with minimum degree at least 3(n−1)/4 globally synchronizes. Deleting self-loops leaves the Kuramoto phase dynamics unchanged (Independent inputs for the critical-density bounds).

[F4]

For each integer k≥3, there is a simple nonsynchronizing graph on 8k vertices with common degree 5k+⌈k/2⌉−2. Its degree divided by 8k−1 is less than 11/16 and tends to 11/16 as k→∞ (A simple nonsynchronizing family approaching eleven sixteenths).

[F5]

For the simple loop-free graphs in [F4], connectedness means that the vertex set is nonempty and every two vertices are joined by a path. A connected component is the induced subgraph on the vertices reachable from a given vertex (Connected graphs and connected components defined by the existence of vertex paths).

Proof

Given: The conventions and inputs in [F1]–[F5].

Goal: Establish the threshold bounds and the connected examples.

1.1F1F2F3algebra

Fix μ>3/4. For sufficiently large n, (μ−3/4)(n−1)≥1. If a graph on n vertices has dmin⁡≥μ(n−1), deleting its loops decreases each degree by at most one. The resulting simple graph therefore has minimum degree at least 3(n−1)/4. By [F3] it globally synchronizes, and the original graph has the same dynamics. Thus 3/4 has the threshold property in [F2], so μc≤3/4.

1.2F2F4algebra

Let a<11/16 and choose μ with a<μ<11/16. By [F4], for all sufficiently large k the nonsynchronizing graph there has degree density greater than μ; its orders 8k are unbounded. Hence no cutoff can satisfy the threshold property for a, and [F2] gives μc≥11/16.

2.1F4F5algebra∎

For k≥3, the degree in [F4] is at least 4k, half the order. A disconnected simple graph on 8k vertices has a component with at most 4k vertices, whose vertices have degree at most 4k−1. Thus these examples are connected. Their densities tend to 11/16, proving the final assertion.

Source notes

The article attributes the lower bound to Canale and the upper bound to Kassabov, Strogatz, and Townsend. The independent source inputs and their reading limits are recorded in the prerequisite items; the present proof applies them to the threshold definition and its loop convention.

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