具有化学排斥作用的 Lotka-Volterra 竞争模型的优化控制问题

IF 1.2 4区 数学 Q1 MATHEMATICS Acta Mathematica Scientia Pub Date : 2024-02-06 DOI:10.1007/s10473-024-0219-7
Diana I. Hernández, Diego A. Rueda-Gómez, Élder J. Villamizar-Roa
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引用次数: 0

摘要

本文研究了一个扩散洛特卡-伏特拉竞争模型的双线性最优控制问题,该模型在ℝℕ,N = 2,3 的有界域中具有化学排斥作用。该模型描述了两个物种的竞争,其中一个物种通过化学排斥机制避免与对手相遇。我们证明了弱-强解的存在性和唯一性,然后分析了相关双线性最优控制问题的全局最优解的存在性,其中控制作用于化学信号。之后,我们利用拉格朗日乘数理论推导出局部最优解的一阶最优条件。最后,我们提出了一种基于梯度法的优化系统离散近似方案,并通过一些计算实验进行了验证。
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An optimal control problem for a Lotka-Volterra competition model with chemo-repulsion

In this paper we study a bilinear optimal control problem for a diffusive Lotka-Volterra competition model with chemo-repulsion in a bounded domain of ℝ, N = 2, 3. This model describes the competition of two species in which one of them avoid encounters with rivals through a chemo-repulsion mechanism. We prove the existence and uniqueness of weak-strong solutions, and then we analyze the existence of a global optimal solution for a related bilinear optimal control problem, where the control is acting on the chemical signal. Posteriorly, we derive first-order optimality conditions for local optimal solutions using the Lagrange multipliers theory. Finally, we propose a discrete approximation scheme of the optimality system based on the gradient method, which is validated with some computational experiments.

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来源期刊
CiteScore
2.00
自引率
10.00%
发文量
2614
审稿时长
6 months
期刊介绍: Acta Mathematica Scientia was founded by Prof. Li Guoping (Lee Kwok Ping) in April 1981. The aim of Acta Mathematica Scientia is to present to the specialized readers important new achievements in the areas of mathematical sciences. The journal considers for publication of original research papers in all areas related to the frontier branches of mathematics with other science and technology.
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