Numerical linear algebra techniques for large scale matrix problems in systems and control

Van Dooren, Paul
(1992) 1992 IEEE Conference on Decision and Control — Location: Tucson, USA

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  • Van Dooren, PaulUCLouvain
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Abstract
During the last few decades linear algebra has played an important role in advances being made in the area of systems and control. The most profound impact has been in the computational and implementational aspects, where numerical linear algebraic algorithms have strongly influenced the ways in which problems are being solved. The advent of special computing architectures such as vector processors and distributed processor arrays has also emphasized parallel and realtime processing of basic linear algebra modules for this application area. This paper discusses a number of numerical linear algebra techniques for large scale problems in systems and control. We focus on "special matrix"-problems, i.e. matrices which are either sparse, patterned or structured.
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Van Dooren, P. (1992). Numerical linear algebra techniques for large scale matrix problems in systems and control. 1992 IEEE Conference on Decision and Control, Tucson, USA. https://hdl.handle.net/2078.5/221193