Abstract
In this paper we review the state of affairs in the area of approximation of large-
scale systems. We distinguish three basic categories, namely the SVD-based, the
Krylov-based and the SVD-Krylov-based approximation methods. The first two
were developed independently of each other and have distinct sets of attributes
and drawbacks. The third approach seeks to combine the best attributes of the
first two.
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