Solution of Optimal Harvesting Problem by Finite Difference Approximations of Size-Structured Population Model

被引:3
|
作者
Pyy, Johanna [1 ]
Ahtikoski, Anssi [2 ]
Lapin, Alexander [3 ]
Laitinen, Erkki [1 ]
机构
[1] Univ Oulu, Fac Sci, FI-90014 Oulu, Finland
[2] Nat Resources Inst Finland Luke Oulu, FI-90014 Oulu, Finland
[3] Kazan Fed Univ, Inst Computat Math & Informat Technol, Kazan 420008, Russia
关键词
size-structured population model; nonlinear partial differential equation; finite difference approximation; optimization; gradient method;
D O I
10.3390/mca23020022
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
We solve numerically a forest management optimization problem governed by a nonlinear partial differential equation (PDE), which is a size-structured population model. The formulated problem is supplemented with a natural constraint for a solution to be non-negative. PDE is approximated by an explicit or implicit in time finite difference scheme, whereas the cost function is taken from the very beginning in the finite-dimensional form used in practice. We prove the stability of the constructed nonlinear finite difference schemes on the set of non-negative vectors and the solvability of the formulated discrete optimal control problems. The gradient information is derived by constructing discrete adjoint state equations. The projected gradient method is used for finding the extremal points. The results of numerical testing for several real problems show good agreement with the known results and confirm the theoretical statements.
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页数:15
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