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Linear Algebra - Matrices: (lesson 1 of 3)

Matrices Definitions

Square matrix:

If a matrix A has n rows and n columns then it can be said that it's a square matrix.

Example 1:

A = \left( {} \right)

Diagonal matrix

A diagonal matrix is a square matrix with all non-diagonal elements being 0. The diagonal matrix is completely denoted by the diagonal elements.

Example 2:

A = \left( {} \right)

The matrix is denoted by the diagonal (1,5,9)(1 , 5 , 9)

Row matrix

A matrix with one row is called the row matrix

Example 3:

A = \left[ {} \right]

Column matrix

A matrix with one column is called the column matrix

Example 4:

A = \left[ {} \right]

Matrices of the same kind

Matrix AA and BB are of the same kind if AA has as many rows and as many columns as BB

The transpose of a matrix

The n×mn \times m matrix ATA_T is the transpose of the m×nm \times n matrix AA if and only if the ith row of AA is equal to the ith column of ATA_T for (i=1,2,3,..n)(i = 1,2,3,..n).

Example 5:

A = \left[ {} \right] \to {A^T} = \left[ {} \right]

0-matrix

When all the elements of a matrix AA are 0, we call it the 0-matrix.

Example 6:

A = \left[ {} \right]

An identity matrix II

An identity matrix II is a diagonal matrix with all diagonal element equal to 1

Example 7:

A = \left[ {} \right]

The opposite matrix of a matrix

If the sign of all the elements of a matrix AA are changed, that matrix is the opposite matrix A-A.

Example 8:

A = \left( {} \right) \to A' = \left( {} \right)

A symmetric matrix

A square matrix is called symmetric if it is equal to its transpose.

Example 9:

A = \left( {} \right)