2412.13367
Generalized Lotka–Volterra Systems and Complex Balanced Polyexponential Systems
Diego Rojas La Luz, Polly Y. Yu, Gheorghe Craciun
correcthigh confidence
- Category
- Not specified
- Journal tier
- Specialist/Solid
- Processed
- Sep 28, 2025, 12:56 AM
- arXiv Links
- Abstract ↗PDF ↗
Audit review
The paper proves the complex-balanced GLV results (existence/uniqueness of positive steady states per compatibility manifold and global stability) via a Lyapunov function in log-coordinates for the associated polyexponential system, then transfers them back to the GLV system. The candidate solution proves the same four statements directly in GLV/log coordinates using an alternative convexity/KL-divergence style inequality. The claims match the paper’s Theorem 4.6 and the logic aligns with the paper’s Lemma 3.7 and invariance Lemma 4.1. No missing hypotheses were used beyond complex balance at x*, and the steps are consistent.
Referee report (LaTeX)
\textbf{Recommendation:} minor revisions \textbf{Journal Tier:} specialist/solid \textbf{Justification:} The paper gives a clean, correct, and useful extension of complex-balanced stability theory to GLV systems via polyexponential coordinates. The main theorem is of practical interest and the proof technique (proper Lyapunov in log-space) is well executed. Minor clarifications would further aid readers.