Addition and subtraction and multiplying a matrix by a scalar
Addition and subtraction and multiplying a matrix by a scalar
Matrix Addition and Subtraction
- Matrices of the same dimension can be added or subtracted. The resulting matrix will also have the same dimensions as the two initial matrices.
- During matrix addition, the elements in the corresponding positions within the two matrices are added together to form the elements of the new matrix.
- Similarly, during subtraction, the elements in the corresponding positions within the two matrices are subtracted from each other.
- For example, if A = [a1, a2] and B = [b1, b2], then the A + B = [a1+b1, a2+b2] and A - B = [a1-b1, a2-b2].
Multiplying a Matrix by a Scalar
- Any matrix can be multiplied by a scalar (a real number).
- When a matrix is multiplied by a scalar, each and every element within the matrix is multiplied by the scalar.
- For example, if a matrix A = [a1, a2] is multiplied by a scalar k, then the resulting matrix would be kA = [ka1, ka2].
- Scalar multiplication of matrices is both commutative and associative.
- Gaining a strong understanding of scalar multiplication and matrix addition is important as it will boost confidence when solving problems related to matrices.
Tips on Matrix Addition, Subtraction and Scalar Multiplication
- Note that the positions of elements in the matrices are very important in matrix operations.
- Always make sure the matrices involved in addition or subtraction have the same dimensions.
- To enhance understanding of solving matrix addition, subtraction, and multiplication questions, make use of worked examples and continuously practice previous exercises.
- Understand order of operations: scalar multiplication must be performed before addition or subtraction.
- It can be useful to use colour or symbols to keep track of which elements correspond to each other when doing these operations.