Allee optimal control of a system in ecology

被引:16
|
作者
Trelat, Emmanuel [1 ]
Zhu, Jiamin [2 ]
Zuazua, Enrique [3 ,4 ,5 ,6 ]
机构
[1] Univ Paris Diderot SPC, Sorbonne Univ, CNRS, Inria,Lab Jacques Louis Lions,Equipe CAGE, F-75005 Paris, France
[2] Univ Paul Sabatier, Inst Math Toulouse, UMR5219, F-31062 Toulouse, France
[3] Univ Deusto, DeustoTech, Bilbao 48007, Basque Country, Spain
[4] Univ Autonoma Madrid, Dept Matemat, E-28049 Madrid, Spain
[5] Univ Deusto, Fac Ingn, Avda Univ 24, Bilbao 48007, Basque Country, Spain
[6] Univ Paris Diderot SPC, Sorbonne Univ, CNRS, Lab Jacques Louis Lions, F-75005 Paris, France
来源
MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES | 2018年 / 28卷 / 09期
基金
欧洲研究理事会;
关键词
Diffusion-reaction equation; interacting particle system; stochastic process; travelling wave; optimal control; ecological system; Alice effect; piecewise control strategy; direct computational method; TRAVELING-WAVE; DIFFUSION; EQUATIONS; CONTROLLABILITY; CHEMOTAXIS; DERIVATION; DYNAMICS; ADVANCE; MODELS; LIMIT;
D O I
10.1142/S021820251840002X
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The Allee threshold of an ecological system distinguishes the sign of population growth either towards extinction or to carrying capacity. In practice, human interventions can tune the Allee threshold for instance thanks to the sterile male technique and the mating disruption. In this paper, we address various control problems for a system described by a diffusion-reaction equation regulating the Allee threshold, viewed as a real parameter determining the unstable equilibrium of the bistable nonlinear reaction term. We prove that this system is the mean field limit of an interacting system of particles in which the individual behaviour is driven by stochastic laws. Numerical simulations of the stochastic process show that the propagation of population is governed by travelling wave solutions of the macroscopic reaction diffusion system, which model the fact that solutions, in bounded space domains, reach asymptotically an equilibrium configuration. An optimal control problem for the macroscopic model is then introduced with the objective of steering the system to a target travelling wave. Using well-known analytical results and stability properties of travelling waves, we show that well-chosen piecewise constant controls allow to reach the target approximately in sufficiently long time. We then develop a direct. computational method and show its efficiency for computing such controls in various numerical simulations. Finally, we show the effectiveness of the obtained macroscopic optimal controls in the microscopic system of interacting particles and we discuss their advantage when addressing situations that are out of reach for the analytical methods. We conclude the paper with some open problems and directions for future research.
引用
收藏
页码:1665 / 1697
页数:33
相关论文
共 50 条
  • [21] Optimal control of a chemotaxis system
    Fister, KR
    McCarthy, CM
    QUARTERLY OF APPLIED MATHEMATICS, 2003, 61 (02) : 193 - 211
  • [22] Optimal control of a queueing system
    Lefebvre, Mario
    Yaghoubi, Roozbeh
    OPTIMIZATION, 2024,
  • [23] Optimal Control for a Class of System
    Yao, Fulai
    Sun, Hexu
    INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2012), 2013, 8768
  • [24] Optimal control of a remanufacturing system
    Nakashima, K
    Arimitsu, H
    Nose, T
    Kuriyama, S
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2004, 42 (17) : 3619 - 3625
  • [25] Optimal dispersal in ecological dynamics with Allee effect in metapopulations
    Pires, Marcelo A.
    Duarte Queiros, Silvio M.
    PLOS ONE, 2019, 14 (06):
  • [26] Optimal management of stochastic invasion in a metapopulation with Allee effects
    Mallela, Abhishek
    Hastings, Alan
    JOURNAL OF THEORETICAL BIOLOGY, 2022, 549
  • [27] The permanence and periodic solution of a competitive system with infinite delay, feedback control, and Allee effect
    Shi, Lei
    Liu, Hua
    Wei, Yumei
    Ma, Ming
    Ye, Jianhua
    ADVANCES IN DIFFERENCE EQUATIONS, 2018,
  • [28] Stability and Bifurcation Analysis of Commensal Symbiosis System with the Allee Effect and Single Feedback Control
    Xu, Lili
    Xue, Yalong
    Lin, Qifa
    Chen, Fengde
    IAENG International Journal of Applied Mathematics, 2024, 54 (08) : 1586 - 1596
  • [29] The permanence and periodic solution of a competitive system with infinite delay, feedback control, and Allee effect
    Lei Shi
    Hua Liu
    Yumei Wei
    Ming Ma
    Jianhua Ye
    Advances in Difference Equations, 2018
  • [30] STABILITY, BIFURCATION, AND CHAOS CONTROL OF PREDATOR-PREY SYSTEM WITH ADDITIVE ALLEE EFFECT
    Ahmed, R.
    Akhtar, S.
    Farooq, U.
    Ali, S.
    COMMUNICATIONS IN MATHEMATICAL BIOLOGY AND NEUROSCIENCE, 2023,