A New Iteration and Preconditioning Method for Elliptic PDE-Constrained Optimization Problems

A New Iteration and Preconditioning Method for Elliptic PDE-Constrained Optimization Problems

Year:    2020

Author:    Davod Khojasteh Salkuyeh, Owe Axelsson, Davod Khojasteh Salkuyeh

Numerical Mathematics: Theory, Methods and Applications, Vol. 13 (2020), Iss. 4 : pp. 1098–1122

Abstract

Optimal control problems constrained by a partial differential equation (PDE) arise in various important applications, such as in engineering and natural sciences. Normally the problems are of very large scale, so iterative solution methods must be used. Thereby the choice of an iteration method in conjunction with an efficient preconditioner is essential. In this paper, we consider a new iteration method and a new preconditioning technique for an elliptic PDE-constrained optimal control problem with a distributed control function. Some earlier used iteration methods and preconditioners in the literature are compared, both analytically and numerically with the new iteration method and the preconditioner.

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Journal Article Details

Publisher Name:    Global Science Press

Language:    English

DOI:    https://doi.org/10.4208/nmtma.OA-2020-0016

Numerical Mathematics: Theory, Methods and Applications, Vol. 13 (2020), Iss. 4 : pp. 1098–1122

Published online:    2020-01

AMS Subject Headings:   

Copyright:    COPYRIGHT: © Global Science Press

Pages:    25

Keywords:    Preconditioner hybrid PRESB GMRES PDE-constrained optimization optimization.

Author Details

Davod Khojasteh Salkuyeh

Owe Axelsson

Davod Khojasteh Salkuyeh

  1. On the solution of the distributed optimal control problem with time‐periodic parabolic equations

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    Pourbagher, Maeddeh

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    https://doi.org/10.1002/mma.9282 [Citations: 0]