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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 . In particular, connectivity alone does not ensure global synchronization: connected nonsynchronizing graphs occur with minimum-degree density arbitrarily close to . The upper bound expresses a sufficient minimum-degree condition for synchronization at every fixed density strictly above and all sufficiently large orders.
Statement references
Critical minimum-degree connectivity parameter
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)
Connected graphs and connected components defined by the existence of vertex paths
Facts & Assumptions
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 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)).
The threshold is the smallest real number such that, for each , there is a cutoff for which every graph on vertices with globally synchronizes (Critical minimum-degree connectivity parameter).
Every simple loop-free graph on vertices with minimum degree at least globally synchronizes. Deleting self-loops leaves the Kuramoto phase dynamics unchanged (Independent inputs for the critical-density bounds).
For each integer , there is a simple nonsynchronizing graph on vertices with common degree . Its degree divided by is less than and tends to as (A simple nonsynchronizing family approaching eleven sixteenths).
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.
Fix . For sufficiently large , . If a graph on vertices has , deleting its loops decreases each degree by at most one. The resulting simple graph therefore has minimum degree at least . By [F3] it globally synchronizes, and the original graph has the same dynamics. Thus has the threshold property in [F2], so .
Let and choose with . By [F4], for all sufficiently large the nonsynchronizing graph there has degree density greater than ; its orders are unbounded. Hence no cutoff can satisfy the threshold property for , and [F2] gives .
For , the degree in [F4] is at least , half the order. A disconnected simple graph on vertices has a component with at most vertices, whose vertices have degree at most . Thus these examples are connected. Their densities tend to , 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.
Depends on
- Critical minimum-degree connectivity parameter
- Adjacency, degrees, graph Laplacian, and spectral notation
- Globally synchronizing graph — Definition 1.1
- Normalized phase volume and almost-everywhere assertions
- Independent inputs for the critical-density bounds
- A simple nonsynchronizing family approaching eleven sixteenths
- The Axiom of Countable Choice (AC_ω)
- Connected graphs and connected components defined by the existence of vertex paths
Dependency tree · 2 levels
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Sources
- Expander graphs are globally synchronizing · PDF p. 9, Section 1.5, second paragraph