Types of matrices
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Definition.
A square matrix is a matrix in which the number of rows equals the number of columns (size n×n), the number n, is called the order of the matrix.Example.
4 | 1 | -7 | - a square matrix with size 3×3 | ||
-1 | 0 | 2 | |||
4 | 6 | 7 |
Definition.
The zero matrix is a matrix whose entries are equal to zero, ie, aij = 0, ∀i, j.Example.
0 | 0 | 0 | - zero matrix | ||
0 | 0 | 0 |
Definition.
Row vector is a matrix consisting of a one row.Example.
1 | 4 | -5 | - row vector |
Definition.
Column vector is a matrix consisting of a one column.Example.
8 | - column vector | ||
-7 | |||
3 |
Definition.
Diagonal matrix is a square matrix whose entries standing outside the main diagonal are equal zero.Example of diagonal matrix.
4 | 0 | 0 | - diagonal entries are arbitrarynot diagonal entries are equal to zero | ||
0 | 5 | 0 | |||
0 | 0 | 0 |
Definition.
Identity matrix is a diagonal matrix in which all the elements on the main diagonal are equal to 1.Denote.
The identity matrix usually denoted by I.Example of identity matrix.
I = | 1 | 0 | 0 | - diagonal entries are equal to 1not diagonal entries are equal to 0 | ||
0 | 1 | 0 | ||||
0 | 0 | 1 |
Definition.
Upper triangular matrix is a matrix whose elements below the main diagonal are equal to zero.Example of upper triangular matrix.
7 | -6 | 0 | ||
0 | 1 | 6 | ||
0 | 0 | 0 |
Definition.
Lower triangular matrix is a matrix whose elements above the main diagonal are equal to zero.Example of lower triangular matrix.
7 | 0 | 0 | ||
6 | 1 | 0 | ||
-2 | 0 | 5 |
N.B. The diagonal matrix is a matrix that is both upper triangular and lower triangular.
Definition.
Specifically, a matrix is in row echelon form if:
- all nonzero rows are above all zero rows;
- if the first non-zero element of a row is located in a column with the number i, and the next line is not zero, then the first non-zero element of the next line should be in the column with number greater than i.
Examples of row echelon form of matrix.
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MatrixMatrix Definition. Main informationSystem of linear equations - matrix formTypes of matricesMatrix scalar multiplicationAddition and subtraction of matricesMatrix multiplicationTranspose matrixElementary matrix operationsDeterminant of a matrixMinors and cofactors of a matrixInverse matrixLinearly dependent and independent rowsRank of a matrix
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