523 research outputs found
On the decay of the inverse of matrices that are sum of Kronecker products
Decay patterns of matrix inverses have recently attracted considerable
interest, due to their relevance in numerical analysis, and in applications
requiring matrix function approximations. In this paper we analyze the decay
pattern of the inverse of banded matrices in the form where is tridiagonal, symmetric and positive definite, is
the identity matrix, and stands for the Kronecker product. It is well
known that the inverses of banded matrices exhibit an exponential decay pattern
away from the main diagonal. However, the entries in show a
non-monotonic decay, which is not caught by classical bounds. By using an
alternative expression for , we derive computable upper bounds that
closely capture the actual behavior of its entries. We also show that similar
estimates can be obtained when has a larger bandwidth, or when the sum of
Kronecker products involves two different matrices. Numerical experiments
illustrating the new bounds are also reported
An atlas for tridiagonal isospectral manifolds
Let be the compact manifold of real symmetric tridiagonal
matrices conjugate to a given diagonal matrix with simple spectrum.
We introduce {\it bidiagonal coordinates}, charts defined on open dense domains
forming an explicit atlas for . In contrast to the standard
inverse variables, consisting of eigenvalues and norming constants, every
matrix in now lies in the interior of some chart domain. We
provide examples of the convenience of these new coordinates for the study of
asymptotics of isospectral dynamics, both for continuous and discrete time.Comment: Fixed typos; 16 pages, 3 figure
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