Alphabeta Math
RemarkRemark: AI-adaptedProof: AI-generated
How statement and proof provenance work

The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.

  • Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
  • AI-adapted: a semantically identical restatement of literature-sourced material, modulo indexing, notation, and boundary cases adopted by the library.
  • AI-generated: a genuinely novel statement formulated by AI, with no source for the claim itself.

These labels describe origin, not correctness: citations and verification chips remain separate evidence.

Single-point convergence for analytic gradient flows

PDF p. 2: Section 1, paragraph citing Lageman [30]; PDF p. 3: Section 1, paragraph citing Lageman [30]

Statement

Assume countable choice. Let M be a compact finite-dimensional real analytic manifold without boundary, equipped with a smooth positive-definite Riemannian metric g, and let U:M→R be real analytic. Every maximal downward gradient trajectory q′=−grad⁡gU through an initial state at time 0 is defined for all t≥0, has finite forward length and converges to a single critical point. In particular, homogeneous Kuramoto trajectories converge to a single equilibrium in the rotating frame, and original-frame phase differences approach constants (as circle-valued phases).

Facts & Assumptions

[F1]

A real analytic potential is smooth under the analytic-manifold conventions of Transfer of the analytic gradient inequality to a smooth metric. Its Riemannian gradient is a smooth vector field (The Riemannian gradient is the metric dual of the differential). Under countable choice, every smooth vector field on a compact manifold is complete (The Axiom of Countable Choice (AC_ω), Every smooth vector field on a compact manifold is complete). The point-limit lemma gives finite forward length and convergence on a nonempty connected compact analytic manifold (Finite tail length and point convergence on a compact analytic manifold). Components of a manifold are open and a continuous trajectory stays in one component (Extended riemannian distance on a disconnected manifold, Connected components, quasicomponents, and totally disconnected spaces). Components are closed, and a closed subspace of a compact space is compact (The components of a space are its maximal connected subsets, they partition it, and each of them is closed, A closed subspace of a compact space is compact, and a finite union of compact subspaces is compact).

[F2]

The homogeneous Kuramoto energy is an analytic finite sum of cosine terms, its rotating-frame dynamics are its downward flat gradient flow, and equilibria are precisely its critical points. The phase-torus convergence supplier applies under countable choice. Diagonal phase rotations and relative-phase coordinates preserve all phase differences, with phase locking defined by convergence of those differences.

Proof

Given: The data and hypotheses of the Statement.

Goal: Establish its conclusion.

1.1F1F9given

The analytic potential U is smooth by [F1], and its negative Riemannian gradient is a smooth vector field because g is smooth and positive definite. Apply the completeness corollary on compact M under countable choice: the maximal trajectory through any initial state at time 0 is defined for every real time, in particular for all t≥0. Its forward image lies in its connected component C, since a connected time interval has connected image. The component is open by local connected coordinate balls and closed by the connected-component property, hence compact as a closed subset of M. Restricting the atlas, metric and potential to C gives the hypotheses of the manifold point-limit lemma. That lemma supplies finite forward length and convergence to one critical point. Since C is open, this is also a critical point on M. Empty M has no trajectories; a zero-dimensional component is a singleton and the conclusions hold for its constant trajectory.

2.1F2F9step 1.1

For the homogeneous Kuramoto system use the finite phase torus with its flat metric. Its energy is the analytic potential from [F2], and the rotating-frame gradient supplier identifies precisely the downward flow. The periodic convergence proposition therefore supplies one limiting critical point, equivalently an equilibrium. The general statement in step 1.1 also applies; the torus proposition is a separate direct route to this special case.

3.1F2F9step 2.1∎

In the original frame the common added rotation cancels in every difference. The map taking torus phases to their difference in R/(2πZ) is continuous, so convergence of the rotating-frame phases makes every difference converge to a constant circle phase. This is the phase-locked long-term behavior in the declared definition. No convergence of the common original-frame rotation itself is asserted.

Source notes

The general compact analytic-manifold convergence claim and its homogeneous Kuramoto application are attributed to the article, Section 1, PDF pp. 2–3; the paragraph beginning “Nevertheless, each trajectory for our system converges to a single critical point” on p. 3 cites Lageman [30]. The statement above makes the boundaryless-manifold and Riemannian-gradient conventions explicit; the metric may be smooth and need not be analytic. The argument uses the mathematical suppliers above. The analytic inequality enters through the independently sourced analytic-gradient input used by the metric-transfer lemma. The cited article pages were inspected in the original PDF and extracted text for attribution. Lageman's full text and the analytic-geometry proof of the gradient inequality were not read here.

Depends on

Used by · 1

Dependency tree · 2 levels

Each result is drawn at its shortest distance from this item. Arrows run from prerequisites to the items that use them; this item has a heavier outline. External source nodes link directly to the cited text. The view shows up to two dependency steps; open a prerequisite to continue.

Sources