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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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  1. What this dot point is asking
  2. Order and notation
  3. Addition, subtraction and scalar multiplication
  4. Matrix multiplication
  5. The identity and zero matrices
  6. Why order matters
  7. A larger multiplication

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 ×\times columns. The matrix

A=[251034]A = \begin{bmatrix} 2 & 5 & 1 \\ 0 & 3 & 4 \end{bmatrix}

has order 2×32 \times 3 (2 rows, 3 columns). The entry aija_{ij} sits in row ii, column jj, so a23=4a_{23} = 4.

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.

[2503]+[1−246]=[3349],3[2503]=[61509]\begin{bmatrix} 2 & 5 \\ 0 & 3 \end{bmatrix} + \begin{bmatrix} 1 & -2 \\ 4 & 6 \end{bmatrix} = \begin{bmatrix} 3 & 3 \\ 4 & 9 \end{bmatrix}, \qquad 3\begin{bmatrix} 2 & 5 \\ 0 & 3 \end{bmatrix} = \begin{bmatrix} 6 & 15 \\ 0 & 9 \end{bmatrix}

Matrix multiplication

To find the entry in row ii, column jj of the product ABAB, multiply the elements of row ii of AA by the matching elements of column jj of BB and add the results.

If AA is m×nm \times n and BB is n×pn \times p, the product ABAB has order m×pm \times p. 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 11 and 00. The zero matrix has every entry zero and leaves a matrix unchanged under addition. The identity matrix II has 11s down the leading diagonal and 00s elsewhere; multiplying any conformable matrix by II returns that matrix, so AI=IA=AAI = IA = A. 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 AA to give II.

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, PQPQ is also defined (2×12\times1 times 1×21\times2) but gives a 2×22 \times 2 matrix, which means something entirely different.

A larger multiplication

When both matrices are larger, work systematically through every row-column pairing. For AA of order 2×22\times 2 times BB of order 2×22\times 2, the result is 2×22\times 2, 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 AA with column 1 of BB, the top-right uses row 1 of AA with column 2 of BB, 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 Q=[32]Q = \begin{bmatrix} 3 & 2 \end{bmatrix} (3 coffees, 2 muffins) and the price matrix is P=[4.503.00]P = \begin{bmatrix} 4.50 \\ 3.00 \end{bmatrix} dollars. (a) State the order of the product QPQP and explain why QPQP is defined. (b) Calculate QPQP and interpret the result.
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(a) QQ is 1×21 \times 2 and PP is 2×12 \times 1. The inner numbers (2 and 2) match, so QPQP is defined and has order 1×11 \times 1. (2 marks)

(b) QP=[32][4.503.00]=3(4.50)+2(3.00)=13.50+6.00=19.50QP = \begin{bmatrix} 3 & 2 \end{bmatrix}\begin{bmatrix} 4.50 \\ 3.00 \end{bmatrix} = 3(4.50) + 2(3.00) = 13.50 + 6.00 = 19.50. 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 S1=[10468]S_1 = \begin{bmatrix} 10 & 4 \\ 6 & 8 \end{bmatrix} and S2=[3521]S_2 = \begin{bmatrix} 3 & 5 \\ 2 & 1 \end{bmatrix}, find (a) S1+S2S_1 + S_2 and (b) 2S12S_1.
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(a) Add matching entries: S1+S2=[13989]S_1 + S_2 = \begin{bmatrix} 13 & 9 \\ 8 & 9 \end{bmatrix}. (2 marks)

(b) Multiply every entry by 2: 2S1=[2081216]2S_1 = \begin{bmatrix} 20 & 8 \\ 12 & 16 \end{bmatrix}. (1 mark)

Marks: two for the element-by-element sum, one for the scalar multiple.

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