Turnpike property in a particular class of stochastic Lotka-Volterra systems

We study a controlled stochastic Lotka-Volterra model for a one-predator-two-prey model with white noise. We consider an optimal control problem for this model and the stability of its solutions. We discuss a type of stability for state trajectories, optimal control and adjoint trajectories, called the Turnpike property. We assume linear growth and Lipschitz conditions in the drift and diffusion terms, prove the Turnpike property, applying the Hamiltonian formalism and the maximum principle to this stochastic control problem, and express the optimal control in terms of state and adjoint variables. Finally, we illustrate our results with an example in which we numerically solve the stochastic differential equation systems of the model.

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Publication Details

Journal
Cybernetics and Physics
Published
2025-06-28
DOI
https://doi.org/10.35470/2226-4116-2024-14-1-25-31
Primary Topic
Nonlinear Dynamics and Pattern Formation
Type
article
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article

Turnpike property in a particular class of stochastic Lotka-Volterra systems

Cutberto Romero-Meléndez, David Castillo-Fernández
Cybernetics and Physics
Nonlinear Dynamics and Pattern Formation
article

Turnpike property in a particular class of stochastic Lotka-Volterra systems

Cutberto Romero-Meléndez, David Castillo-Fernández
article en

Abstract

We study a controlled stochastic Lotka-Volterra model for a one-predator-two-prey model with white noise. We consider an optimal control problem for this model and the stability of its solutions. We discuss a type of stability for state trajectories, optimal control and adjoint trajectories, called the Turnpike property. We assume linear growth and Lipschitz conditions in the drift and diffusion terms, prove the Turnpike property, applying the Hamiltonian formalism and the maximum principle to this stochastic control problem, and express the optimal control in terms of state and adjoint variables. Finally, we illustrate our results with an example in which we numerically solve the stochastic differential equation systems of the model.

Cybernetics and Physics(Volume 14, 2025 Number 1)
Universidad Autónoma Metropolitana (MX)
Openalex Percentile: Top 84%
Nonlinear Dynamics and Pattern Formation
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Turnpike property in a particular class of stochastic Lotka-Volterra systems — Cutberto Romero-Meléndez, David Castillo-Fernández · Cybernetics and Physics (2025) | TGRS Research Map | TGRS