Computing generalized inverse systems using matrix pencil methods

Andras Varga

International Journal of Applied Mathematics and Computer Science (2001)

  • Volume: 11, Issue: 5, page 1055-1068
  • ISSN: 1641-876X

Abstract

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We address the numerically reliable computation of generalized inverses of rational matrices in descriptor state-space representation. We put particular emphasis on two classes of inverses: the weak generalized inverse and the Moore-Penrose pseudoinverse. By combining the underlying computational techniques, other types of inverses of rational matrices can be computed as well. The main computational ingredient to determine generalized inverses is the orthogonal reduction of the system matrix pencil to appropriate Kronecker-like forms.

How to cite

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Varga, Andras. "Computing generalized inverse systems using matrix pencil methods." International Journal of Applied Mathematics and Computer Science 11.5 (2001): 1055-1068. <http://eudml.org/doc/207545>.

@article{Varga2001,
abstract = {We address the numerically reliable computation of generalized inverses of rational matrices in descriptor state-space representation. We put particular emphasis on two classes of inverses: the weak generalized inverse and the Moore-Penrose pseudoinverse. By combining the underlying computational techniques, other types of inverses of rational matrices can be computed as well. The main computational ingredient to determine generalized inverses is the orthogonal reduction of the system matrix pencil to appropriate Kronecker-like forms.},
author = {Varga, Andras},
journal = {International Journal of Applied Mathematics and Computer Science},
keywords = {descriptor systems; system inversion; numerical methods; rational matrices; pseudoinverses; matrix pencils},
language = {eng},
number = {5},
pages = {1055-1068},
title = {Computing generalized inverse systems using matrix pencil methods},
url = {http://eudml.org/doc/207545},
volume = {11},
year = {2001},
}

TY - JOUR
AU - Varga, Andras
TI - Computing generalized inverse systems using matrix pencil methods
JO - International Journal of Applied Mathematics and Computer Science
PY - 2001
VL - 11
IS - 5
SP - 1055
EP - 1068
AB - We address the numerically reliable computation of generalized inverses of rational matrices in descriptor state-space representation. We put particular emphasis on two classes of inverses: the weak generalized inverse and the Moore-Penrose pseudoinverse. By combining the underlying computational techniques, other types of inverses of rational matrices can be computed as well. The main computational ingredient to determine generalized inverses is the orthogonal reduction of the system matrix pencil to appropriate Kronecker-like forms.
LA - eng
KW - descriptor systems; system inversion; numerical methods; rational matrices; pseudoinverses; matrix pencils
UR - http://eudml.org/doc/207545
ER -

References

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