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Error Estimates for the Optimal Control of a Parabolic Fractional PDE

Christian Glusa, Enrique Otárola

2021SIAM Journal on Numerical Analysis23 citationsDOIOpen Access PDF

Abstract

In this work, we consider the integral definition of the fractional Laplacian and analyze a linear-quadratic optimal control problem for the so-called fractional heat equation; control constraints are also considered. We derive existence and uniqueness results, first order optimality conditions, and regularity estimates for the optimal variables. To discretize the state equation we propose a fully discrete scheme that relies on an implicit finite difference discretization in time combined with a piecewise linear finite element discretization in space. We derive stability results and a novel $L^2(0,T;L^2(\Omega))$ a priori error estimate. On the basis of the aforementioned solution technique, we propose a fully discrete scheme for our optimal control problem that discretizes the control variable with piecewise constant functions, and we derive a priori error estimates for it. We illustrate the theory with one- and two-dimensional numerical experiments.

Topics & Concepts

MathematicsFractional LaplacianFractional calculusStability (learning theory)Optimal controlQuadratic equationApplied mathematicsMathematics Subject ClassificationMathematical optimizationMathematical analysisDiscrete mathematicsComputer scienceGeometryMachine learningNonlinear Partial Differential EquationsFractional Differential Equations SolutionsNonlinear Differential Equations Analysis
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