How do we add, scale and multiply matrices, and when is each operation defined?
Perform matrix addition, subtraction, scalar multiplication and matrix multiplication, applying the order and conformability rules correctly.
How to read a matrix order, add and subtract matrices, multiply by a scalar, and multiply two matrices using the row-by-column rule, including when each operation is defined.
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What this dot point is asking
You must know the order of a matrix, perform the four operations correctly, and state when an operation is or is not defined.
Order and notation
A matrix is a rectangular array of numbers. Its order is rows columns. The matrix
has order (2 rows, 3 columns). The entry sits in row , column , so .
Addition, subtraction and scalar multiplication
These three operations act on each element separately. Same-position entries are combined; for scalar multiplication every entry is multiplied by the scalar.
Matrix multiplication
To find the entry in row , column of the product , multiply the elements of row of by the matching elements of column of and add the results.
If is and is , the product has order . The two inner numbers must match; the two outer numbers give the size of the answer.
The identity and zero matrices
Two special matrices behave like the numbers and . The zero matrix has every entry zero and leaves a matrix unchanged under addition. The identity matrix has s down the leading diagonal and s elsewhere; multiplying any conformable matrix by returns that matrix, so . The identity plays the role of "one" in matrix multiplication and is essential when you later meet inverse matrices, where the goal is to find a matrix that multiplies with to give .
Why order matters
Because multiplication combines rows of the first matrix with columns of the second, swapping the order changes both whether the product is defined and what it equals. In the costing example, is also defined ( times ) but gives a matrix, which means something entirely different.
A larger multiplication
When both matrices are larger, work systematically through every row-column pairing. For of order times of order , the result is , and each of its four entries is a separate row-by-column sum. For example, the top-left entry of the product uses row 1 of with column 1 of , the top-right uses row 1 of with column 2 of , and so on. Laying the working out entry by entry, rather than trying to do it all at once, is the reliable way to avoid pairing the wrong row with the wrong column - the most common source of multiplication errors.
Exam-style practice questions
Practice questions written in the style of SACE Board exam questions on this dot point, with worked answer explainers. The year tag is the paper they imitate, not the source.
SACE 20234 marksCalculator-assumed. A cafe sells coffees and muffins. The order matrix is (3 coffees, 2 muffins) and the price matrix is dollars. (a) State the order of the product and explain why is defined. (b) Calculate and interpret the result.Show worked answer →
(a) is and is . The inner numbers (2 and 2) match, so is defined and has order . (2 marks)
(b) . This is the total cost of the order, 19.50 dollars. (2 marks)
Marks: two for the conformability reasoning and order, two for the product and its interpretation.
SACE 20223 marksCalculator-assumed. Given and , find (a) and (b) .Show worked answer →
(a) Add matching entries: . (2 marks)
(b) Multiply every entry by 2: . (1 mark)
Marks: two for the element-by-element sum, one for the scalar multiple.
