Fractional, Semilinear, and Sparse Optimal Control: A Priori Error Bounds

IF 1.6 2区 数学 Q2 MATHEMATICS, APPLIED Applied Mathematics and Optimization Pub Date : 2025-01-22 DOI:10.1007/s00245-024-10200-y
Francisco Bersetche, Francisco Fuica, Enrique Otárola, Daniel Quero
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引用次数: 0

Abstract

In this work, we use the integral definition of the fractional Laplace operator and study a sparse optimal control problem involving a fractional, semilinear, and elliptic partial differential equation as state equation; control constraints are also considered. We establish the existence of optimal solutions and first and second order optimality conditions. We also analyze regularity properties for optimal variables. We propose and analyze two finite element strategies of discretization: a fully discrete scheme, where the control variable is discretized with piecewise constant functions, and a semidiscrete scheme, where the control variable is not discretized. For both discretization schemes, we analyze convergence properties and a priori error bounds.

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分数、半线性和稀疏最优控制:先验误差界
本文利用分数阶拉普拉斯算子的积分定义,研究了一个包含分数阶半线性椭圆型偏微分方程作为状态方程的稀疏最优控制问题;还考虑了控制约束。我们建立了最优解的存在性以及一阶和二阶最优性条件。我们还分析了最优变量的正则性。我们提出并分析了两种有限元离散化策略:一种完全离散方案,其中控制变量用分段常数函数离散化;一种半离散方案,其中控制变量不离散化。对于这两种离散化方案,我们分析了收敛性和先验误差界。
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来源期刊
CiteScore
3.30
自引率
5.60%
发文量
103
审稿时长
>12 weeks
期刊介绍: The Applied Mathematics and Optimization Journal covers a broad range of mathematical methods in particular those that bridge with optimization and have some connection with applications. Core topics include calculus of variations, partial differential equations, stochastic control, optimization of deterministic or stochastic systems in discrete or continuous time, homogenization, control theory, mean field games, dynamic games and optimal transport. Algorithmic, data analytic, machine learning and numerical methods which support the modeling and analysis of optimization problems are encouraged. Of great interest are papers which show some novel idea in either the theory or model which include some connection with potential applications in science and engineering.
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