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Basic Properties of the Rank of Matrices over a Field Cover

Basic Properties of the Rank of Matrices over a Field

By: Karol Pąk  
Open Access
|Jun 2008

Abstract

In this paper I present selected properties of triangular matrices and basic properties of the rank of matrices over a field.

I define a submatrix as a matrix formed by selecting certain rows and columns from a bigger matrix. That is in my considerations, as an array, it is cut down to those entries constrained by row and column. Then I introduce the concept of the rank of a m x n matrix A by the condition: A has the rank r if and only if, there is a r x r submatrix of A with a non-zero determinant, and for every k x k submatrix of A with a non-zero determinant we have k ≤ r.

At the end, I prove that the rank defined by the size of the biggest submatrix with a non-zero determinant of a matrix A, is the same as the maximal number of linearly independent rows of A.

DOI: https://doi.org/10.2478/v10037-007-0024-5 | Journal eISSN: 1898-9934 | Journal ISSN: 1426-2630
Language: English
Page range: 199 - 211
Published on: Jun 9, 2008
Published by: University of Białystok
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2008 Karol Pąk, published by University of Białystok
This work is licensed under the Creative Commons License.

Volume 15 (2007): Issue 4 (December 2007)