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.
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页码:1665 / 1697
页数:33
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