@Article{NMTMA-13-4, author = {Salkuyeh, Khojasteh, Davod and Owe, Axelsson and Salkuyeh, Khojasteh, Davod}, title = {A New Iteration and Preconditioning Method for Elliptic PDE-Constrained Optimization Problems}, journal = {Numerical Mathematics: Theory, Methods and Applications}, year = {2020}, volume = {13}, number = {4}, pages = {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.
}, issn = {2079-7338}, doi = {https://doi.org/10.4208/nmtma.OA-2020-0016}, url = {https://global-sci.com/article/90382/a-new-iteration-and-preconditioning-method-for-elliptic-pde-constrained-optimization-problems} }