Addition and subtraction of matrices
Two shops record the number of pens and books sold each day. Adding the two tables entry by entry gives the total for both shops.
Matrices of the same order are added (or subtracted) entry by entry. Addition is commutative and associative; O is the additive identity; the matrix −A (every entry negated) satisfies A + (−A) = O.
Formula: A + B = [aᵢⱼ + bᵢⱼ], A + B = B + A, A + O = A
Rule 1: Add or subtract — Work position by position.
- Easy: [1 2 ; 3 4] + [5 6 ; 7 8] = [6 8 ; 10 12].
- Medium: [3 −1 2] + [0 4 −5] = [3 3 −3].
- Exam-type: [2 5 ; −1 3] − [4 1 ; −2 6] = [−2 4 ; 1 −3].
Rule 2: Find the unknown matrix — Move terms across like numbers.
- Easy: If A + X = B with A = [1 2] and B = [4 7], then X = B − A = [3 5].
- Medium: X + [2 1 ; 0 3] = [5 4 ; 1 3] gives X = [3 3 ; 1 0].
- Exam-type: [1 2 3] + [4 5] is not defined because the orders differ.
Only matrices of the same order can be added or subtracted.
Trying to add a 2 × 3 matrix to a 3 × 2 matrix.
Same size, then add seat by seat.
Practice questions
- 1Find [1 3 ; 2 4] + [2 0 ; 1 5].
- 2Find [5 2] − [1 6].
- 3Is [1 2 3] + [1 2] defined?
- 4Find X if X + [1 2 ; 3 4] = [6 5 ; 4 9].
- 5Find A + B and B + A for A = [2 −1 ; 0 3] and B = [1 4 ; −2 0].
- 6Find −A for A = [3 −2 ; 0 5].
- 7Find A + (−A) for A = [4 1 ; −3 2].
- 8Find X if X − [2 0 ; 1 1] = [3 5 ; 2 2].
Show answers (try them yourself first)
- 1[3 3 ; 3 9]
- 2[4 −4]
- 3No, the orders 1 × 3 and 1 × 2 differ
- 4X = [5 3 ; 1 5]
- 5Both give [3 3 ; −2 3], so A + B = B + A
- 6[−3 2 ; 0 −5]
- 7The zero matrix [0 0 ; 0 0]
- 8X = [5 5 ; 3 3]
Scalar multiplication
A recipe table lists the cups of each ingredient. Making double the recipe means multiplying every number in the table by 2.
The product kA of a number k and a matrix A multiplies every entry of A by k. Then k(A + B) = kA + kB and (k + l)A = kA + lA.
Formula: kA = [k aᵢⱼ], k(A + B) = kA + kB
Rule 1: Multiply by a scalar — Multiply every entry.
- Easy: 3 [1 2 ; 0 4] = [3 6 ; 0 12].
- Medium: −2 [1 −3 5] = [−2 6 −10].
- Exam-type: ½ [4 6 ; 8 10] = [2 3 ; 4 5].
Rule 2: Combine scalar multiples — Do the multiplications first, then add.
- Easy: With A = [1 2 ; 3 4], B = [0 1 ; 1 0]: 2A + 3B = [2 4 ; 6 8] + [0 3 ; 3 0] = [2 7 ; 9 8].
- Medium: With A = [2 1], B = [1 3]: 3A − 2B = [6 3] − [2 6] = [4 −3].
- Exam-type: Solve 2X + A = B for A = [1 3 ; 5 7], B = [5 9 ; 11 15]: 2X = [4 6 ; 6 8], X = [2 3 ; 3 4].
Scalar multiplication touches every entry, including zeros (which stay zero).
Multiplying only the first row or one entry by the scalar.
"Spread the number over every seat."
Practice questions
- 1Find 4 [2 −1 ; 0 3].
- 2Find −[3 −5 2].
- 3Find ⅓ [3 6 9].
- 4Find 2A + B for A = [1 0 ; 2 3], B = [4 1 ; 0 2].
- 5Find 3A − 2B for A = [2 1 ; 0 4], B = [1 0 ; 3 2].
- 6Find X if 2X = [6 −4 ; 8 10].
- 7Find A and B if A + B = [5 3 ; 4 7] and A − B = [1 1 ; 2 3].
- 8Find k if kA = [6 12 ; 18 24] for A = [1 2 ; 3 4].
Show answers (try them yourself first)
- 1[8 −4 ; 0 12]
- 2[−3 5 −2]
- 3[1 2 3]
- 4[2 0 ; 4 6] + [4 1 ; 0 2] = [6 1 ; 4 8]
- 5[6 3 ; 0 12] − [2 0 ; 6 4] = [4 3 ; −6 8]
- 6X = [3 −2 ; 4 5]
- 7Add: 2A = [6 4 ; 6 10], so A = [3 2 ; 3 5]; then B = [2 1 ; 1 2]
- 8k = 6