2405.01898
Long time behavior of a degenerate stochastic system modeling the response of a population face to environmental impacts
Pierre Collet, Claire Ecotière, Sylvie Méléard
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 existence/uniqueness of πε and identifies its ε→0 limit using Hörmander-accessibility plus a Freidlin–Wentzell-style action functional adapted to the degenerate 2D setting, culminating in Theorem 2.4 (δ(1,0) if σ1<0; 1/2-mixture if σ1=0; δ(−1,0) if σ1>0) . The candidate solution obtains the same limit law by a different route: solving the 1D stationary Fokker–Planck for X, applying a Laplace principle to the resulting density, and then controlling Y via a stationarity computation. The model’s proof matches the paper’s conclusion but omits technical justification around zero flux and the interior degeneracy at x=−σ0/σ1; still, the selection rule and limiting measures coincide with the paper’s main result .
Referee report (LaTeX)
\textbf{Recommendation:} minor revisions \textbf{Journal Tier:} specialist/solid \textbf{Justification:} The paper rigorously establishes ergodicity of a degenerate two-dimensional diffusion and characterizes the small-noise limit of its invariant measures, with a careful adaptation of Freidlin–Wentzell theory. The results are correct and well motivated, with technical contributions likely of interest to specialists. Some auxiliary details (action functional under degeneracy, explicit role of Hypothesis 2.1.3 at key steps) could be slightly expanded for clarity.