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The WST-decomposition for partial matrices
- Source :
- Linear Algebra and its Applications. 564:95-125
- Publication Year :
- 2019
- Publisher :
- Elsevier BV, 2019.
-
Abstract
- A partial matrix over a field $\mathbb{F}$ is a matrix whose entries are either an element of $\mathbb{F}$ or an indeterminate and with each indeterminate only appearing once. A completion is an assignment of values in $\mathbb{F}$ to all indeterminates. Given a partial matrix, through elementary row operations and column permutation it can be decomposed into a block matrix of the form $\left[\begin{smallmatrix}{\bf W} & * & * \\ 0 & {\bf S} & * \\ 0 & 0 & {\bf T} \end{smallmatrix}\right]$ where ${\bf W}$ is wide (has more columns than rows), ${\bf S}$ is square, ${\bf T}$ is tall (has more rows than columns), and these three blocks have at least one completion with full rank. And importantly, each one of the blocks ${\bf W}$, ${\bf S}$ and ${\bf T}$ is unique up to elementary row operations and column permutation whenever ${\bf S}$ is required to be as large as possible. When this is the case $\left[\begin{smallmatrix}{\bf W} & * & * \\ 0 & {\bf S} & * \\ 0 & 0 & {\bf T} \end{smallmatrix}\right]$ will be called a WST-decomposition. With this decomposition it is trivial to compute maximum rank of a completion of the original partial matrix: $\#\mbox{rows}({\bf W})+\#\mbox{rows}({\bf S})+\#\mbox{cols}({\bf T})$. In fact we introduce the WST-decomposition for a broader class of matrices: the ACI-matrices.
- Subjects :
- Rank (linear algebra)
Field (mathematics)
010103 numerical & computational mathematics
01 natural sciences
Column (database)
Square (algebra)
Mathematics - Spectral Theory
Combinatorics
Matrix (mathematics)
FOS: Mathematics
Mathematics - Combinatorics
Discrete Mathematics and Combinatorics
0101 mathematics
Spectral Theory (math.SP)
Mathematics
Numerical Analysis
Algebra and Number Theory
010102 general mathematics
Block matrix
Mathematics - Rings and Algebras
15A54
Rings and Algebras (math.RA)
Combinatorics (math.CO)
Geometry and Topology
Element (category theory)
Row
Subjects
Details
- ISSN :
- 00243795
- Volume :
- 564
- Database :
- OpenAIRE
- Journal :
- Linear Algebra and its Applications
- Accession number :
- edsair.doi.dedup.....d2a558d80077ad617f1a0352c6f7bb9c