Fractional spectral collocation method for optimal control problem governed by space fractional diffusion equation

被引:16
|
作者
Li, Shengyue [1 ]
Zhou, Zhaojie [1 ]
机构
[1] Shandong Normal Univ, Sch Math & Stat, Jinan, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
Fractional spectral collocation method; Optimal control problem; Space-fractional diffusion equation; Optimality condition; Projected gradient algorithm; ANOMALOUS DIFFUSION; ORDER; APPROXIMATIONS; FORMULATION;
D O I
10.1016/j.amc.2019.01.018
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, we mainly investigate the fractional spectral collocation discretization of optimal control problem governed by a space-fractional diffusion equation. Existence and uniqueness of the solution to optimal control problem is proved. The continuous first order optimality condition is derived. The eigenfunctions of two classes of fractional Strum-Liouville problems are used as basis functions to approximate state variable and adjoint state variable, respectively. The fractional spectral collocation scheme for the control problem is constructed based on 'first optimize, then discretize' approach. Note that the solutions of fractional differential equations are usually singular near the boundary, a generalized fractional spectral collocation scheme for the control problem is proposed based on 'first optimize, then discretize' approach. A projected gradient algorithm is designed based on the discrete optimality condition. Numerical experiments are carried out to verify the effectiveness of the proposed numerical schemes and algorithm. (C) 2019 Elsevier Inc. All rights reserved.
引用
收藏
页码:331 / 347
页数:17
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