Matrix Addition and Subtraction
For two matrices and of the same size, the matrix formed by adding the corresponding elements of and is called the sum of and , denoted by . Similarly, the matrix formed by subtracting each element of from the corresponding element of is called the difference of and , denoted by .
For matrices and :
Example 1.
Solution
Example 2.
Solution
Properties of Matrix Addition
Matrix addition has the following properties:
- Commutative Property:
- Associative Property:
Zero Matrix
- A matrix where all elements are zero is called a zero matrix, denoted by
. For example: , ,
These are zero matrices of sizes, , and respectively. - For any matrix
, the zero matrix of the same size satisfies:
Negative of a Matrix ( )
- The matrix formed by changing the sign of every element of matrix
is called . For example, if , then - For any matrix
and a zero matrix of the same size: - For two matrices
and of the same size:
Scalar Multiplication of a Matrix
For any real number , the matrix formed by multiplying each element of matrix by is called the scalar multiple of by , denoted by .
For matrix :
For matrix
Properties of Scalar Multiplication
For two matrices and of the same size, and real numbers and :
, , , (where is a zero matrix of the same size). - Associative Property:
- Distributive Properties:
Example.
Solution
If you multiply each element of matrix by , then: