Home | Math | Operations On Matrix | Transpose of a Matrix and Inverse of Matrix

Operations On Matrix | Transpose of a Matrix and Inverse of Matrix

June 17, 2022
written by Azhar Ejaz

There are 3 main operations on the matrix

  • Addition
  • Subtraction
  • Multiplication

Addition of matrices:

Two matrices A and B can be added if they have the same orders and their corresponding entries are added.

Example:

Screenshot 2022 06 17 105803

Subtraction of Matrices:

Two matrices A and B can be subtracted if they have the same orders and their corresponding entries are subtracted.

Screenshot 2022 06 17 110138

Multiplication of Matrices:

Matrix multiplication or multiplication of matrices is one of the operations that can be performed on matrices in linear algebra.

If A and B are two given matrices then the multiplication of these matrices is possible, if A and B are compatible.

Matrix multiplication is a binary operation, that gives a matrix from two given matrices.

A and B matrices are said to be compatible if the number of columns of the A matrix is equal to the number of rows of matrix B.

Example:

Screenshot 2022 06 17 112543

Transpose of the matrix:

The transpose of a matrix is obtained by changing the rows into columns and columns into rows. Transpose of a matrix is denoted by At.

For example, if we have a matrix A

Screenshot 2022 06 17 204232

In this matrix, there are 3 rows and 3 columns. The rows will convert into columns and columns into rows.

Screenshot 2022 06 17 204248

Negative of a matrix:

If we have a matrix A,

Screenshot 2022 06 17 204308

Negative of A is obtained by changing the sign of each entry of A. The negative of A is denoted by –A.

Screenshot 2022 06 17 204332

Inverse of Matrix:

If we have a matrix A, the inverse of the matrix will be,

Screenshot 2022 06 17 204356

The inverse of the matrix is denoted by A-1.

Screenshot 2022 06 17 204044

Frequently Asked Question-FAQs

What are the basic operations in matrices?

The three most common matrix operations are addition, subtraction, and multiplication of matrices.

what is Transpose of Matrix?

The transpose of a matrix is a new matrix that is formed by exchanging the rows and columns of the original matrix.

Is matrix addition commutative?

Yes. Matrix addition is commutative

Is matrix multiplication commutative?

No. Matrix multiplication is not commutative.

Is matrix addition associative?

Yes. Matrix addition is associative.

What is the product of a matrix with a null matrix?

A matrix that has been multiplied by a null matrix will always result in a null matrix.