dorsal/arxiv
View SchemaDesigning a Resilient Allee-Ornstein-Uhlenbeck model
| Authors | Luis F. Gordillo, Priscilla E. Greenwood |
|---|---|
| Categories | |
| ArXiv ID | 2601.06354vv1 |
| URL | https://arxiv.org/abs/2601.06354 |
| License | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ |
Abstract
In stochastic population dynamics, stochastic wandering can produce transition to an absorbing state. In particular, under Allee effects, low densities amplify the possibility of population collapse. We investigate this in an Allee-Ornstein-Uhlenbeck (Allee-OU) model, that couples a bistable Allee growth equation, with demographic noise, and environmental fluctuations modeled as an Ornstein-Uhlenbeck process. This process replaces the bifurcation parameter of the deterministic Allee effect equation. In the model, small noise may induce escape from the safe basin around the positive equilibrium toward extinction. We construct a stochastic control, altering the process to have a stationary distribution. We enable tractable control design, approximating the process by one with a stationary distribution. Two controlled models are developed, one acting directly on population size and another also modulating the environment. A threshold-based implementation minimizes the frequency of interventions while maximizing safe time. Simulations demonstrate that the control stabilizes fluctuations around the equilibrium.
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"abstract": "In stochastic population dynamics, stochastic wandering can produce transition to an absorbing state. In particular, under Allee effects, low densities amplify the possibility of population collapse. We investigate this in an Allee-Ornstein-Uhlenbeck (Allee-OU) model, that couples a bistable Allee growth equation, with demographic noise, and environmental fluctuations modeled as an Ornstein-Uhlenbeck process. This process replaces the bifurcation parameter of the deterministic Allee effect equation. In the model, small noise may induce escape from the safe basin around the positive equilibrium toward extinction. We construct a stochastic control, altering the process to have a stationary distribution. We enable tractable control design, approximating the process by one with a stationary distribution. Two controlled models are developed, one acting directly on population size and another also modulating the environment. A threshold-based implementation minimizes the frequency of interventions while maximizing safe time. Simulations demonstrate that the control stabilizes fluctuations around the equilibrium.",
"arxiv_id": "2601.06354",
"authors": [
"Luis F. Gordillo",
"Priscilla E. Greenwood"
],
"categories": [
"q-bio.PE",
"math.OC"
],
"license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
"title": "Designing a Resilient Allee-Ornstein-Uhlenbeck model",
"url": "https://arxiv.org/abs/2601.06354",
"version": "v1"
},
"schema_id": "dorsal/arxiv",
"source": {
"execution_id": "235c2a31-dc58-4909-99db-67164ad002ea",
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"variant": "snapshot-2026-01-17",
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