Back to search
2201.13373

Exact linear reduction for rational dynamical systems

Antonio Jiménez-Pastor, Joshua Paul Jacob, Gleb Pogudin

correctmedium confidence
Category
Not specified
Journal tier
Specialist/Solid
Processed
Sep 28, 2025, 12:56 AM

Audit review

The paper proves correctness of Algorithm 1 via the invariant-subspace characterization of lumpings and the fact that sampled Jacobians spanning the full space imply invariance under all Jacobians; minimality follows from Step 2’s construction. The candidate solution reproduces the same structure: (i) an equivalence between lumpings and J(x)-invariant row spaces, (ii) a lemma that evaluations span the same space as coefficient matrices, (iii) conditioning on the event that the samples span, and (iv) an explicit minimality argument among constrained lumpings. This matches Proposition 7 and Lemmas 12 and 14 in the paper and fills in the same logical chain.

Referee report (LaTeX)

\textbf{Recommendation:} minor revisions

\textbf{Journal Tier:} specialist/solid

\textbf{Justification:}

The main correctness proof and algorithmic design are sound and align with prior theory. The randomized evaluation strategy is practical and well-motivated. Minor edits would improve clarity around domain restrictions and explicit minimality statements in the main text.