浮游动物
浮游植物
最优控制
生物操纵
浮游生物
数学
捕食
应用数学
控制理论(社会学)
环境科学
营养物
生态学
数学优化
控制(管理)
生物
计算机科学
人工智能
作者
Marcus R. Garvie,Catalin Trenchea
摘要
We consider the mathematical formulation, analysis, and numerical solution of an optimal control problem for a nonlinear “nutrient-phytoplankton-zooplankton-fish” reaction-diffusion system. We study the existence of optimal solutions, derive an optimality system, and determine optimal solutions. In the original spatially homogeneous formulation [M. Scheffer, Oikos, 62 (1991), pp. 271–282] the dynamics of plankton were investigated as a function of parameters for nutrient levels and fish predation rate on zooplankton. In our paper the model is spatially extended and the parameter for fish predation treated as a multiplicative control variable. The model has implications for the biomanipulation of food-webs in eutrophic lakes to help improve water quality. In order to illustrate the control of irregular spatiotemporal dynamics of plankton in the model we implement a semi-implicit (in time) finite element method with “mass lumping” and present the results of numerical experiments in two space dimensions.
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