@article{4500515359d2473faf1a7321b197a63f,
title = "Convergence analysis for splitting of the abstract differential Riccati equation",
abstract = "We consider a splitting-based approximation of the abstract differential Riccati equation in the setting of Hilbert--Schmidt operators. The Riccati equation arises in many different areas and is important within the field of optimal control. In this paper we conduct a temporal error analysis and prove that the splitting method converges with the same order as the implicit Euler scheme, under the same low regularity requirements on the initial values. For a subsequent spatial discretization, the abstract setting also yields uniform temporal error bounds with respect to the spatial discretization parameter. The spatial discretizations commonly lead to large-scale problems, where the use of structural properties of the solution is essential. We therefore conclude by proving that the splitting method preserves low-rank structure in the matrix-valued case. Numerical results demonstrate the validity of the convergence analysis.",
keywords = "Abstract differential Riccati equation, convergence order, splitting, low-rank approximation, Hilbert-Schmidt operators",
author = "Eskil Hansen and Tony Stillfjord",
note = "The information about affiliations in this record was updated in December 2015. The record was previously connected to the following departments: Numerical Analysis (011015004)",
year = "2014",
doi = "10.1137/130935501",
language = "English",
volume = "52",
pages = "3128--3139",
journal = "SIAM Journal on Numerical Analysis",
issn = "0036-1429",
publisher = "Society for Industrial and Applied Mathematics",
number = "6",
}