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2506.16660

The simplest chaos indicator derived from Lagrangian descriptors

Javier Jiménez-López, V. J. García-Garrido

incompletemedium confidence
Category
Not specified
Journal tier
Note/Short/Other
Processed
Sep 28, 2025, 12:56 AM

Audit review

The paper gives only a heuristic derivation of the ∆L bounds for the arclength LD—expanding fi(x′) to first order, linearizing the square root, and substituting |δx_i(t)| ≈ |β| e^{λ_i(t−t0)}—without controlling remainders or addressing degeneracies (e.g., division by ∥f∥ near slow points), and it contains an algebraic slip in the p-norm appendix where a factor p is missing in the denominator of the final bound (its Eq. (35)) . The model’s main arclength proof is substantially sound—deriving a finite-window bound from a Lipschitz estimate for F(x)=∥f(x)∥ and the variational flow—yet its optional Hölder-style estimate for the p-norm uses an incorrect inequality for 0<p≤1. Hence, both treatments are incomplete: the paper’s argument is heuristic and overlooks edge cases, and the model’s optional p-norm addendum has a technical flaw.

Referee report (LaTeX)

\textbf{Recommendation:} major revisions

\textbf{Journal Tier:} note/short/other

\textbf{Justification:}

The ∆L indicator is simple and computationally attractive, and experiments are persuasive. The theory section, however, relies on first-order heuristics and a coordinate-wise growth ansatz without controlling error terms or clarifying assumptions (e.g., behavior near points where ∥f∥ is small). The appendix’s missing factor p in the integrated p-norm bound should be corrected. Addressing these points will make the claims precise and robust.