Construction of RB spaces by SVD-POD

Abstract

After recalling basic notions about the singular value decomposition of a matrix, we address the so-called proper orthogonal decomposition (POD), a classical, global approach of matrix analysis used in a broad variety of mathematical contexts. We elaborate on the use of POD to generate a RB space and, finally, we make an excursion on the continuous analogue of POD.