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9231-2021-mj-21-q01
May/June 2021 · Paper 21 · Question 1 · 5 marks
1(a) a 3 1 M1 A1 Finds determinant. If solving equations x, y, z in
2 1 3 =−11a+26 terms in a.
−1 2 −5
detA≠0 leads to unique solution. A1 States that detA≠0. (Since a is an integer.)
(M1 A0 A0 if one of x, y, z found in terms of a.)
(M1 A1 A0 if two of x, y, z found in terms of a.)
The three planes intersect at a single point. B1
4
1(b) a=4 B1
1
Question Answer Marks Guidance
Official mark scheme pages: 6 · source PDF URL
9231-2021-mj-21-q06
May/June 2021 · Paper 21 · Question 6 · 11 marks
6(a) Eigenvalues of A are 5, −6and 1. B1 Upper diagonal matrix or characteristic equation.
i j k 88 1 M1 Uses vector product (or equations) to find
λ=5: 0 −22 8 = 0 0 corresponding Eigenvectors.
3
0 −11 0 0 0 A1 A1 A1 for each correct Eigenvector.
i j k
−154
2
A1
3
λ=−6: 11 −2 3 2 8 = −77 3
0 0 7 0 0
i j k 56 2
λ=1: 4 −22 8 = 0 0
3
0 −7 0 −28 −1
1 2 2 25 0 0 M1 A1 Or correctly matched permutations of columns.
Thus P= 0 3 0 and D= 0 36 0 (Accept scalar multiples of the eigenvectors
shown here.) P must have at least two non-zero
0 0 −1 0 0 1 columns.
7
6(b) (λ−5 )(λ+6 )(λ−1 )=λ3−31λ+30=0 =0 B1 Finds characteristic equation.
A3 −31A +30I = 0 A3 =31A −30I M1 Finds A3 in terms of A. Allow missing I.
125 −682 248 M1A1 Substitutes for A.
3
A3 = 0 −216 0
0 0 1
4
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9231-2021-mj-22-q01
May/June 2021 · Paper 22 · Question 1 · 5 marks
1(a) a 3 1 M1 A1 Finds determinant. If solving equations x, y, z in
2 1 3 =−11a+26 terms in a.
−1 2 −5
detA≠0 leads to unique solution. A1 States that detA≠0. (Since a is an integer.)
(M1 A0 A0 if one of x, y, z found in terms of a.)
(M1 A1 A0 if two of x, y, z found in terms of a.)
The three planes intersect at a single point. B1
4
1(b) a=4 B1
1
Question Answer Marks Guidance
Official mark scheme pages: 6 · source PDF URL
9231-2021-mj-22-q06
May/June 2021 · Paper 22 · Question 6 · 11 marks
6(a) Eigenvalues of A are 5, −6and 1. B1 Upper diagonal matrix or characteristic equation.
i j k 88 1 M1 Uses vector product (or equations) to find
λ=5: 0 −22 8 = 0 0 corresponding Eigenvectors.
3
0 −11 0 0 0 A1 A1 A1 for each correct Eigenvector.
i j k
−154
2
A1
3
λ=−6: 11 −2 3 2 8 = −77 3
0 0 7 0 0
i j k 56 2
λ=1: 4 −22 8 = 0 0
3
0 −7 0 −28 −1
1 2 2 25 0 0 M1 A1 Or correctly matched permutations of columns.
Thus P= 0 3 0 and D= 0 36 0 (Accept scalar multiples of the eigenvectors
shown here.) P must have at least two non-zero
0 0 −1 0 0 1 columns.
7
6(b) (λ−5 )(λ+6 )(λ−1 )=λ3−31λ+30=0 =0 B1 Finds characteristic equation.
A3 −31A +30I = 0 A3 =31A −30I M1 Finds A3 in terms of A. Allow missing I.
125 −682 248 M1A1 Substitutes for A.
3
A3 = 0 −216 0
0 0 1
4
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9231-2021-mj-23-q08
May/June 2021 · Paper 23 · Question 8 · 13 marks
8(a) 13 18 −28 M1 Finds determinant.
−4 −a 8 =9a−24
2 6 −5
8 A1 24
a= Accept .
3 9
2
8(b) 13 18 −282 −2 B1
−4 −1 8 0 = 0 λ=−1.
2 6 −5 1 −1
1
© UCLES 2021 Page 13 of 15
8(c) 13−λ 18 −28 B1 Sets det ( A−λI )=0.
−4 −1−λ 8 =0
2 6 −5−λ
−λ3 +7λ2 −7λ−15=0 (λ+1 )(λ−3 )(λ−5 )=0 M1 Expands determinant and factorises.
λ=−1, λ=3, λ=5 A1
i j k −16 1 M1 Uses vector product (or equations) to find corresponding
λ=3: −4 −4 8 = −16 1 eigenvectors.
2 6 −8 −16 1 A1 A1 A1 for each correct Eigenvector.
i j k 12 −1
λ=5: −4 −6 8 = −24 2
2 6 −10 −12 1
2 1 −1 −1 0 0 M1 A1 Or correctly matched permutations of columns. Accept scalar
Thus P= 0 1 2 and D= 0 3 0 multiples of eigenvectors. At least two (non-zero) Eigenvectors
for M1.
1 1 1 0 0 5
8
© UCLES 2021 Page 14 of 15
8(d) −A3 +7A2 −7A−15I=0 M1 Substitutes A into characteristic equation and multiplies
through by A
−1.
Allow missing I.
A −1 =
1 (
−A2 +7A−7I
) A1 13 18 −28
15 Accept with A= −4 −1 8 and
2 6 −5
41 48 −80
A2 = −32 −23 64 substituted to give
−8 0 17
43 78 −116
A −1 = 1 4 9 −8 .
15
22 42 −59
2
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9231-2021-on-21-q02
Oct/Nov 2021 · Paper 21 · Question 2 · 6 marks
2 (λ+1 )(λ−1 )(λ−3 )=λ3−3λ2 −λ+3[=0] M1 A1 Finds characteristic equation.
A3 −3A2 −A+3I=0A4 −3A3 −A2 +3A=0 M1 A1 Substitutes A and multiplies through by A.
( )
A4 =3 3A2 +A−3I +A2 −3A=10A2 −9I M1 A1 Substitutes A3.
6
Question Answer Marks Guidance
Official mark scheme pages: 6 · source PDF URL
9231-2021-on-22-q06
Oct/Nov 2021 · Paper 22 · Question 6 · 11 marks
6(a) (λ−1 ) (λ−2)(λ+3)=λ3−7λ+6[=0] M1 A1 Finds characteristic equation.
P2 −7I+6P −1=0 M1 Substitutes P and multiplies through by P −1.
1 18 24 1 −3 −4 M1 A1
P2 = 0 4 −6 leading toP −1 = 0 1 1
2
0 0 9 0 0 −1 3
5
© UCLES 2021 Page 10 of 14
6(b) 4 0 0 M1 Applies A=PDP −1.
A=P 0 5 0 P −1
0 0 6
4 30 36 1 −3 −4 1 6 6 4 −12 −16 M1 A1 Multiplies two adjacent matrices.
0 10 36 0 1 1 or 0 2 6 0 5 5
2 2
0 0 −18 0 0 −1 3 0 0 −3 0 0 −2
4 3 2 A1 A1 linked to first M1.
0 5 −2
0 0 6
4
6(c) 1 6 6 B1 Accept any non-zero multiples of these.
Eigenvectors: 0 , 2 , 6
0 0 −3
Eigenvalues: 64, 125, 216 B1
2
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9231-2021-on-23-q02
Oct/Nov 2021 · Paper 23 · Question 2 · 6 marks
2 (λ+1 )(λ−1 )(λ−3 )=λ3−3λ2 −λ+3[=0] M1 A1 Finds characteristic equation.
A3 −3A2 −A+3I=0A4 −3A3 −A2 +3A=0 M1 A1 Substitutes A and multiplies through by A.
( )
A4 =3 3A2 +A−3I +A2 −3A=10A2 −9I M1 A1 Substitutes A3.
6
Question Answer Marks Guidance
Official mark scheme pages: 6 · source PDF URL
9231-2022-mj-21-q08
May/June 2022 · Paper 21 · Question 8 · 13 marks
8(a) 3 a 0 M1 Sets determinant equal to zero.
5 1 0 010a60
1 3 2
a3 A1
5
2
8(b) Eigenvalues of A are 3, 1 and 2. B1 Lower diagonal matrix or characteristic equation.
i j k 4 M1 A1 Uses vector product (or equations) to find corresponding
eigenvectors.
3: 5 4 0 5
1 3 1 19
i j k 0 0 A1
1: 4 0 0 12 1
1 3 3 12 1
i j k 0 0 A1
2: 1 0 0 0 0
1 3 0 3 1
4 0 0 9 0 0 M1 A1 Or correctly matched permutations of columns.
Thus P 5 1 0 and D 0 1 0
19 1 1 0 0 4
7
© UCLES 2022 Page 12 of 13
8(c) 312342 60 B1 Characteristic equation.
A6IA34A2 M1 Substitutes for A and makes A6I the subject.
A6I2 A3 4A22 A4A4I2 M1 A1 Squares and factorises.
4
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9231-2022-mj-22-q08
May/June 2022 · Paper 22 · Question 8 · 13 marks
8(a) 3 a 0 M1 Sets determinant equal to zero.
5 1 0 010a60
1 3 2
a3 A1
5
2
8(b) Eigenvalues of A are 3, 1 and 2. B1 Lower diagonal matrix or characteristic equation.
i j k 4 M1 A1 Uses vector product (or equations) to find corresponding
eigenvectors.
3: 5 4 0 5
1 3 1 19
i j k 0 0 A1
1: 4 0 0 12 1
1 3 3 12 1
i j k 0 0 A1
2: 1 0 0 0 0
1 3 0 3 1
4 0 0 9 0 0 M1 A1 Or correctly matched permutations of columns.
Thus P 5 1 0 and D 0 1 0
19 1 1 0 0 4
7
© UCLES 2022 Page 12 of 13
8(c) 312342 60 B1 Characteristic equation.
A6IA34A2 M1 Substitutes for A and makes A6I the subject.
A6I2 A3 4A22 A4A4I2 M1 A1 Squares and factorises.
4
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9231-2022-mj-23-q03
May/June 2022 · Paper 23 · Question 3 · 7 marks
3(a) 6 9 5 M1 Sets determinant equal to zero.
5 8 5 0
1 1 2
3760 M1 Expands.
1,2,3 A1 A1 Award A1A0 for 2 correct solutions, A0A0 for 1
correct solution.
4
© UCLES 2022 Page 7 of 15
3(b) A37A6I0 B1 States that A satisfies its characteristic equation.
A2 7I6A1 0 M1 Multiplies through by A1.
A1 1A2 7I A1
6 6
3
Question Answer Marks Guidance
Official mark scheme pages: 7, 8 · source PDF URL
9231-2022-on-21-q02
Oct/Nov 2022 · Paper 21 · Question 2 · 7 marks
2(a) 1 −1 2 M1 A1 Shows that determinant is zero.
1 −1 −3 =−7−3+10−2(0)=0
1 −1 7
2
2(b) x− y+ 2z= 4, M1 A1 M1 for row operations or eliminating one
x− y− 3z= −5, z= 9, x− y= 2 variable.
5 5 A1 for deriving one correct equation with two
x− y+ 7z= 13,
unknowns.
The three planes form a sheaf. B1 All three planes have the same common line.
3
© UCLES 2022 Page 6 of 13
2(c) x− y+ 2z= 4, B1 Derives contradiction.
x− y− 3z= a, z= 9 ,3z+a=4−2za=−5
5
x− y+ 7z= 13,
The three planes form a triangular prism. B1
2
Question Answer Marks Guidance
Official mark scheme pages: 6, 7 · source PDF URL
9231-2022-on-21-q06
Oct/Nov 2022 · Paper 21 · Question 6 · 11 marks
6(a) Eigenvalues of A are 2, 5 and −2. B1 Lower diagonal matrix or characteristic
equation.
i j k −12 1 M1 A1 Uses vector product (or equations) to find
corresponding eigenvectors.
=2: 0 3 7 = 0 ~ 0
0 0 −4 0 0
i j k −21 1 A1
=5: −3 −3 −7 = 21 −1
0 0 7 0 0
i j k 28 1 A1
=−2: 4 −3 −7 = −28 −1
0 7 7 28 1
1 1 1 32 0 0 M1 A1 Or correctly matched permutations of columns.
Their eigenvectors must be non-zero and
Thus P= 0 −1 −1 and D= 0 3125 0
correctly matched to their eigenvalues raised to
0 0 1 0 0 −32 the fifth power for M1.
7
6(b) (−2)(−5)(+2)=3−52−4+20=0 B1 Characteristic equation.
A3 =5A2 +4A−20I M1 Substitutes for A and makes A3 the subject.
Tolerate I missing.
A4 =5A3+4A2 −20A=5 ( 5A2 +4A−20I ) +4A2 −20A M1 Multiplies by A and substitutes for A3.
A4 =29A2 −100I A1 Has Iin answer or states the values of a and b.
4
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9231-2022-on-22-q01
Oct/Nov 2022 · Paper 22 · Question 1 · 5 marks
1(a) 1 2 3 M1 A1 Evaluates determinant or solves system of
equations (eliminate at least one variable for M1):
k 4 6 =6k−12
7 8 9
2 4 k−8
x=− , y= , z= .
k−2 k−2 3(k−2)
k2 A1
3
1(b) Two parallel planes. Other plane not parallel. B1 SC k =2,two parallel planes.
Parallel planes not identical. B1 Accept diagram.
2
Question Answer Marks Guidance
Official mark scheme pages: 6 · source PDF URL
9231-2022-on-22-q07
Oct/Nov 2022 · Paper 22 · Question 7 · 12 marks
7(a) Ae=e leading to e=A-1e M1 Multiples by A-1on LHS.
−1e=A-1e A1
2
7(b) i j k 9 1 M1 A1 Uses vector product (or equations) to find
corresponding eigenvector.
=−1: 3 0 3 = 36 ~ 4
15 −3 3 −9 −1
2
7(c) 2 0 30 0 B1
15 −4 3 1 = −4 =−4
3 0 20 0
2 0 31 5 B1
15 −4 3 2 = 10 =5
3 0 21 5
2
7(d) 1 0 1 −1 0 0 M1 A1 Or correctly matched permutations of columns.
M1 for their eigenvectors (all three must be non-
Thus P= 4 1 2 and D= 0 −1 0
4 zero) correctly matched to reciprocals of their
−1 0 1
0 0
1
eigenvalues.
5
2
© UCLES 2022 Page 12 of 15
7(e) (+1)(+4)(−5)=3−21−20=0 B1 Characteristic equation.
A3−21A−20I=0 M1 Substitutes for A. Tolerate missing I.
20A−1 =A2 −21I leading toA−1= 1 A2 −21I M1 A1 Multiplies both sides of equation byA−1, need I for
20 20
A1.
4
Official mark scheme pages: 12, 13 · source PDF URL
9231-2022-on-23-q02
Oct/Nov 2022 · Paper 23 · Question 2 · 7 marks
2(a) 1 −1 2 M1 A1 Shows that determinant is zero.
1 −1 −3 =−7−3+10−2(0)=0
1 −1 7
2
2(b) x− y+ 2z= 4, M1 A1 M1 for row operations or eliminating one
x− y− 3z= −5, z= 9, x− y= 2 variable.
5 5 A1 for deriving one correct equation with two
x− y+ 7z= 13,
unknowns.
The three planes form a sheaf. B1 All three planes have the same common line.
3
© UCLES 2022 Page 6 of 13
2(c) x− y+ 2z= 4, B1 Derives contradiction.
x− y− 3z= a, z= 9 ,3z+a=4−2za=−5
5
x− y+ 7z= 13,
The three planes form a triangular prism. B1
2
Question Answer Marks Guidance
Official mark scheme pages: 6, 7 · source PDF URL
9231-2022-on-23-q06
Oct/Nov 2022 · Paper 23 · Question 6 · 11 marks
6(a) Eigenvalues of A are 2, 5 and −2. B1 Lower diagonal matrix or characteristic
equation.
i j k −12 1 M1 A1 Uses vector product (or equations) to find
corresponding eigenvectors.
=2: 0 3 7 = 0 ~ 0
0 0 −4 0 0
i j k −21 1 A1
=5: −3 −3 −7 = 21 −1
0 0 7 0 0
i j k 28 1 A1
=−2: 4 −3 −7 = −28 −1
0 7 7 28 1
1 1 1 32 0 0 M1 A1 Or correctly matched permutations of columns.
Their eigenvectors must be non-zero and
Thus P= 0 −1 −1 and D= 0 3125 0
correctly matched to their eigenvalues raised to
0 0 1 0 0 −32 the fifth power for M1.
7
6(b) (−2)(−5)(+2)=3−52−4+20=0 B1 Characteristic equation.
A3 =5A2 +4A−20I M1 Substitutes for A and makes A3 the subject.
Tolerate I missing.
A4 =5A3+4A2 −20A=5 ( 5A2 +4A−20I ) +4A2 −20A M1 Multiplies by A and substitutes for A3.
A4 =29A2 −100I A1 Has Iin answer or states the values of a and b.
4
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9231-2023-mj-21-q01
May/June 2023 · Paper 21 · Question 1 · 5 marks
1(a) 1 2 3 M1 A1 Shows that determinant is zero or row operations to
obtain e.g.
4 5 6 59862497634875
x 2y 3z 1,
7 8 9
y 2z 1,
31290
2
1(b) x 2y 3z 1, M1 A1 Uses all three equations to reduce to one equation with
4x 5y 6z 1, z11x2y y2x1 two unknowns. Reducing to two equations scores M1
3 A0.
7x 8y 9z 1,
The three planes form a sheaf. B1 Accept clear sketch or the three planes intersect along
a common line.
3
© UCLES 2023 Page 6 of 15
Official mark scheme pages: 6 · source PDF URL
9231-2023-mj-21-q05
May/June 2023 · Paper 21 · Question 5 · 10 marks
5(a) 18 5 11 M1 Sets determinant equal to zero.
8 6 4 0
32 10 20
6 4 8 4 8 6 A1 Expands determinant. Can use other rows/columns.
18 5 11
10 20 32 20 32 10
342 20480 A1 AG
(2)(4)(6)0 leading to 2,4,6 B1
4
© UCLES 2023 Page 10 of 15
5(b) i j k 24 1 M1 A1 Uses vector product (or equations) to find
corresponding eigenvectors. Must attempt to solve
2: 16 5 11 24 1
equations for M1.
8 4 4 24 1
i j k 120 1 A1 A1
4: 8 10 4 0 ~ 0
32 10 16 240 2
i j k 20 1
6: 12 5 11 40 ~ 2
8 0 4 40 2
1 1 1 32 0 0 M1 A1 Or correctly matched permutations of columns.
M0 if a column of zeros appears in P.
Thus P 1 0 2 and D 0 1024 0
1 2 2 0 0 7776
6
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9231-2023-mj-22-q01
May/June 2023 · Paper 22 · Question 1 · 5 marks
1(a) 1 2 3 M1 A1 Shows that determinant is zero or row operations to
obtain e.g.
4 5 6 59862497634875
x 2y 3z 1,
7 8 9
y 2z 1,
31290
2
1(b) x 2y 3z 1, M1 A1 Uses all three equations to reduce to one equation with
4x 5y 6z 1, z11x2y y2x1 two unknowns. Reducing to two equations scores M1
3 A0.
7x 8y 9z 1,
The three planes form a sheaf. B1 Accept clear sketch or the three planes intersect along
a common line.
3
© UCLES 2023 Page 6 of 15
Official mark scheme pages: 6 · source PDF URL
9231-2023-mj-22-q05
May/June 2023 · Paper 22 · Question 5 · 10 marks
5(a) 18 5 11 M1 Sets determinant equal to zero.
8 6 4 0
32 10 20
6 4 8 4 8 6 A1 Expands determinant. Can use other rows/columns.
18 5 11
10 20 32 20 32 10
342 20480 A1 AG
(2)(4)(6)0 leading to 2,4,6 B1
4
© UCLES 2023 Page 10 of 15
5(b) i j k 24 1 M1 A1 Uses vector product (or equations) to find
corresponding eigenvectors. Must attempt to solve
2: 16 5 11 24 1
equations for M1.
8 4 4 24 1
i j k 120 1 A1 A1
4: 8 10 4 0 ~ 0
32 10 16 240 2
i j k 20 1
6: 12 5 11 40 ~ 2
8 0 4 40 2
1 1 1 32 0 0 M1 A1 Or correctly matched permutations of columns.
M0 if a column of zeros appears in P.
Thus P 1 0 2 and D 0 1024 0
1 2 2 0 0 7776
6
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9231-2023-mj-23-q08
May/June 2023 · Paper 23 · Question 8 · 14 marks
8(a) 12a (a1)2 2a2 7a1 M1 A1 Shows that determinant is non-zero or solves
ax1 2
equations.
a 6a 2a2 1a 1a 1a
2
0 1a 0 a(a1)0 or y
1a
0 2a 1
2(2a) a1
z 3
1a 1a
Three planes intersect at a single point. B1 Must be clear that there is just one point where all 3
planes intersect.
3
8(b) a 6a 2a2 M1 Equates determinant to zero or working to find
characteristic equation.
0 1a 0 0
0 2a 1
a(1a)(1)0a,1a,1 A1 AG. Factorisation must be clear.
2
© UCLES 2023 Page 14 of 15
8(c) i j k 2a2 a1 1 M1 A1 Uses vector product (or equations) to find
corresponding eigenvectors.
a: 0 12a 0 0 0
0 2a 1a
0
0
i j k (2a)(2a2) 2 A1
1: a1 6a 2a2 0 0
0 2a 0 (a1)(2a) 1
i j k 4a2 10a4 2 A1
1a: 2a1 6a 2a2 2a2 5a2 1
0 2a 2a 2a2 5a2 1
1 2 2 a4 0 0 M1 A1 Correctly matched permutations of columns. Their
eigenvectors must be non-zero for M1.
P 0 0 1 and D 0 1 0
0 1 1 0 0 (1a)4
6
8(d) a(1a)(1)3 (a2 a1)(a2 a)0 B1 Finds characteristic equation multiplied out.
A4 (a2 a1)A2 (a2 a)A M1 A1 Multiplies through by A.
3
© UCLES 2023 Page 15 of 15
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9231-2023-on-21-q01
Oct/Nov 2023 · Paper 21 · Question 1 · 4 marks
1 14 −4 6 M1 A1 Evaluates determinant. Can expand along any row e.g.
1 k 1 k 1 1
−(36−36)+(−126+126)+k(84−84).
1 1 k =14 +4 +6
6 −9 −21 −9 −21 6
−21 6 −9
If using row operations, they must show an inconsistent
=14(−9−6k)+4(−9+21k)+6(6+21)=0
system for M1. All their row operations must be correct
for A1.
Two parallel planes, not identical. B1
Other plane not parallel. B1
4
Question Answer Marks Guidance
Official mark scheme pages: 6 · source PDF URL
9231-2023-on-21-q07
Oct/Nov 2023 · Paper 21 · Question 7 · 11 marks
7(a) =−6, =−2, =8 B1
i j k 8 1 M1 A1 Uses vector product (or equations) to find corresponding
eigenvectors.
=−6: 0 4 5 = 0 0
0 0 2 0 0
i j k 10 1 A1
=−2: −4 2 13 = 20 2
0 0 5 0 0
i j k 140 2 A1
=8: −14 2 13 = 70 1
0 −10 5 140 2
1 1 2 −1 0 0 M1 A1 Or correctly matched permutations of columns.
6
M1 for their (non-zero) eigenvectors matched to their
Thus P= 0 2 1 and D= 0 −1 0
2 eigenvalues.
0 0 2 0 0 1 8
7
7(b) A3−52A−96I=0 M1 Substitutes A into characteristic equation.
96A−1 =A2 −52I M1 Multiples through by A−1.
36 −16 36 B1
A2 = 0 4 30
0 0 64
© UCLES 2023 Page 11 of 14
7(b) −1 −1 3 A1
6 6 8
A−1 = 0 −1 5
2 16
0 0 1
8
4
Question Answer Marks Guidance
Official mark scheme pages: 11, 12 · source PDF URL
9231-2023-on-22-q06
Oct/Nov 2023 · Paper 22 · Question 6 · 10 marks
6(a) 1, 2, −1 B1
1
© UCLES 2023 Page 10 of 15
6(b) P3−2P2 −P+2I=0 B1 States that P satisfies its
characteristic equation.
2P−1 =I+2P−P2 M1 Multiplies through by P−1.
1 −3 −1 1 1 3 M1 A1
2 2
P2 = 0 4 1 P−1 = 0 1 1
2 2
0 0 1 0 0 −1
4
6(c) 1 0 0 B1
a
D= 0 2 0
0 0 1
2
1 0 0 M1 Applies A−1 =PDP−1.
a
A−1 =P 0 2 0 P−1
0 0 1
2
1 −2 1 1 1 3 M1 A1 Multiplies two adjacent matrices.
a 2 2 2
= 0 4 1 0 1 1
2 2 2
0 0 −1 0 0 −1
2
1 1−2a 3−3a A1
a 2a 2a
0 2 3
2
0 0 1
2
5
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9231-2023-on-23-q01
Oct/Nov 2023 · Paper 23 · Question 1 · 4 marks
1 14 −4 6 M1 A1 Evaluates determinant. Can expand along any row e.g.
1 k 1 k 1 1
−(36−36)+(−126+126)+k(84−84).
1 1 k =14 +4 +6
6 −9 −21 −9 −21 6
−21 6 −9
If using row operations, they must show an inconsistent
=14(−9−6k)+4(−9+21k)+6(6+21)=0
system for M1. All their row operations must be correct
for A1.
Two parallel planes, not identical. B1
Other plane not parallel. B1
4
Question Answer Marks Guidance
Official mark scheme pages: 6 · source PDF URL
9231-2023-on-23-q07
Oct/Nov 2023 · Paper 23 · Question 7 · 11 marks
7(a) =−6, =−2, =8 B1
i j k 8 1 M1 A1 Uses vector product (or equations) to find corresponding
eigenvectors.
=−6: 0 4 5 = 0 0
0 0 2 0 0
i j k 10 1 A1
=−2: −4 2 13 = 20 2
0 0 5 0 0
i j k 140 2 A1
=8: −14 2 13 = 70 1
0 −10 5 140 2
1 1 2 −1 0 0 M1 A1 Or correctly matched permutations of columns.
6
M1 for their (non-zero) eigenvectors matched to their
Thus P= 0 2 1 and D= 0 −1 0
2 eigenvalues.
0 0 2 0 0 1 8
7
7(b) A3−52A−96I=0 M1 Substitutes A into characteristic equation.
96A−1 =A2 −52I M1 Multiples through by A−1.
36 −16 36 B1
A2 = 0 4 30
0 0 64
© UCLES 2023 Page 11 of 14
7(b) −1 −1 3 A1
6 6 8
A−1 = 0 −1 5
2 16
0 0 1
8
4
Question Answer Marks Guidance
Official mark scheme pages: 11, 12 · source PDF URL
9231-2024-mj-21-q08
May/June 2024 · Paper 21 · Question 8 · 16 marks
8(a) 6 a 0 M1 Finds determinant or solves equations.
2 1 0 8a24
1 5 4
a3 A1
2
8(b) If a3 then system has unique solution (so consistent). B1 FT
6x 3y 3, M1 Eliminates variable using all 3 equations. Or
states there are two distinct equations and three
If a3 then 2x y 1, 11x4z7
unknowns. Or gives accurate geometrical
x 5y 4z 2,
description with a3.
So the system has infinitely many solutions (so consistent). A1
Alternative method for question 8(b)
Setsy0. B1
1,0,3 is a solution so system is consistent for all values of a. M1 A1 Finds a solution with y0 and states
2 8
conclusion.
3
© Cambridge University Press & Assessment 2024 Page 13 of 14
8(c) Eigenvalues of A are 6, 1 and 4. B1 Lower diagonal matrix or characteristic
equation.
i j k 14 M1 A1 Uses vector product (or equations) to find
corresponding eigenvectors.
6: 2 7 0 4
1 5 2 17
i j k 0 0 A1
1: 2 0 0 10 1
1 5 5 10 1
i j k 0 0 A1
4: 2 5 0 0 0
1 5 0 15 1
14 0 0 11664 0 0 M1 A1 Or correctly matched permutations of columns.
Column of zeros in P gets M0.
Thus P 4 1 0 and D 0 100 0
17 1 1 0 0 6400
7
8(d) 6143 92 14240 B1 Characteristic equation.
14A24IA3 9A2 M1 Substitutes for A and makes 14A24I the
subject.
14A24I2 A3 9A22 A4A9I2 M1 A1 Squares and factorises. CWO.
4
© Cambridge University Press & Assessment 2024 Page 14 of 14
Official mark scheme pages: 13, 14 · source PDF URL
9231-2024-mj-22-q08
May/June 2024 · Paper 22 · Question 8 · 16 marks
8(a) 6 a 0 M1 Finds determinant or solves equations.
2 1 0 8a24
1 5 4
a3 A1
2
8(b) If a3 then system has unique solution (so consistent). B1 FT
6x 3y 3, M1 Eliminates variable using all 3 equations. Or
states there are two distinct equations and three
If a3 then 2x y 1, 11x4z7
unknowns. Or gives accurate geometrical
x 5y 4z 2,
description with a3.
So the system has infinitely many solutions (so consistent). A1
Alternative method for question 8(b)
Setsy0. B1
1,0,3 is a solution so system is consistent for all values of a. M1 A1 Finds a solution with y0 and states
2 8
conclusion.
3
© Cambridge University Press & Assessment 2024 Page 13 of 14
8(c) Eigenvalues of A are 6, 1 and 4. B1 Lower diagonal matrix or characteristic
equation.
i j k 14 M1 A1 Uses vector product (or equations) to find
corresponding eigenvectors.
6: 2 7 0 4
1 5 2 17
i j k 0 0 A1
1: 2 0 0 10 1
1 5 5 10 1
i j k 0 0 A1
4: 2 5 0 0 0
1 5 0 15 1
14 0 0 11664 0 0 M1 A1 Or correctly matched permutations of columns.
Column of zeros in P gets M0.
Thus P 4 1 0 and D 0 100 0
17 1 1 0 0 6400
7
8(d) 6143 92 14240 B1 Characteristic equation.
14A24IA3 9A2 M1 Substitutes for A and makes 14A24I the
subject.
14A24I2 A3 9A22 A4A9I2 M1 A1 Squares and factorises. CWO.
4
© Cambridge University Press & Assessment 2024 Page 14 of 14
Official mark scheme pages: 13, 14 · source PDF URL
9231-2024-mj-23-q08
May/June 2024 · Paper 23 · Question 8 · 14 marks
8(a) 12630d or 32630d M1 Substitutes point into x2y3z.
1 2
x2y3z13 A1
x2y3z9 A1
3
© Cambridge University Press & Assessment 2024 Page 13 of 15
8(b) x 1 2 x 1 1 M1 Forms vector equation of line.
y 6 12 or y 6 6
z
0
0
z
0
0
y6 A1 AG. CWO.
x1 ,z0 1x 1 y1,z0
6 2 12
2
8(c) 1 2 3 M1 Uses det(AI) (attempt an expansion).
1 2 3
1 1
2 12
(1) 21 2 3 3 1 12 0 A1 Expands determinant, expansion of brackets
4 2 12 2 shown, AG. CWO. (Must have ‘0’ here or
3 32 71 23 1 3 30
above.)
4 4 4 2
3 32 70
4
0, 7,1 B1
2 2
3
© Cambridge University Press & Assessment 2024 Page 14 of 15
8(d) i j k 1 3 M1 A1 Uses vector product (or equations) to find
4
corresponding eigenvectors.
0: 1 2 3 3
2
18
1 2 1 1 2 0 1 1 2 1 11
i j k 21 6 i j k 3 6 A1 A1
2 2
7
2
: 5
2
2 3 2
2
1~
6
1
2
: 3
2
2 3 3
2
~
6
1 3 2 3 7 4 1 1 5 2 3 7 4 7
3 6 6 M1 A1 Or correctly matched permutations of columns.
Do not accept
Thus P 18 6 6
n
0 0 0
11 1 7
D 0 7 0 .
0 0 0 2
0 0
1
and D 0 7n 0 2
2 M1 is for matching their eigenvectors correctly
0 0
1n with their eigenvalues.
2 M0 if a column of zeros appears in P.
6
© Cambridge University Press & Assessment 2024 Page 15 of 15
Official mark scheme pages: 13, 14, 15 · source PDF URL
9231-2024-on-21-q01
Oct/Nov 2024 · Paper 21 · Question 1 · 4 marks
1 1 5 6 M1A1 Evaluates determinant.
2 2 k 2 k 2
k 2 2 = −5 +6 =8−5(8k+6)+6(4k+6)
4 8 −3 8 −3 4
−3 4 8
k 7 A1
8
Three planes intersect at a unique point. B1
4
Question Answer Marks Guidance
Official mark scheme pages: 6 · source PDF URL
9231-2024-on-21-q04
Oct/Nov 2024 · Paper 21 · Question 4 · 9 marks
4(a) −11 1 8 1 −2 M1 Multiplies matrix with eigenvector.
0 −2 0 1 = −2
−16 1 131 −2
=−2 A1
2
© Cambridge University Press & Assessment 2024 Page 7 of 14
4(b) −11− 1 8 M1 Sets determinant equal to zero.
0 −2− 0 =0
−16 1 13−
(−11−)(−2−)(13−)+128(−2−)=0 A1 Expands determinant, AG.
(−2−)( 2 −2−15 ) =0
3 −19−30=0
=5,−3 B1
3
© Cambridge University Press & Assessment 2024 Page 8 of 14
4(c) A3−19A−30I=0 B1 States that A satisfies its characteristic equation.
30A−1 =A2 −19I M1 Multiplies through by A−1.
−7 −5 16 −26 −5 16 M1A1 M1 for substituting A2.
1
A2 = 0 4 0 A−1 = 0 −15 0
30
−32 −5 41 −32 −5 22
4
© Cambridge University Press & Assessment 2024 Page 9 of 14
Official mark scheme pages: 7, 8, 9 · source PDF URL
9231-2024-on-22-q08
Oct/Nov 2024 · Paper 22 · Question 8 · 14 marks
8(a) −2− 0 0 B1 Sets determinant equal to zero.
0 7− 9 =0
4 1 7−
(−2−) ( (7−)2 −9 ) =0(−2−)( 49−14+2 −9 ) M1A1 Expands, AG
3−122 +12+80=0
=−2,4,10 B1
4
8(b) A3−12A2 +12A+80I=0A4 −12A3+12A2 +80A=0 M1A1 Substitutes A and multiplies through by A.
A4 =12 ( 12A2 −12A−80I ) −12A2 −80A=132A2 −224A−960I M1A1 Substitutes A3.
4
© Cambridge University Press & Assessment 2024 Page 12 of 13
8(c) i j k 72 2 *M1A1 Uses vector product (or equations) to find
corresponding eigenvectors.
=−2: 0 9 9 = 36 1
4 1 9 −36 −1
i j k 0 0 i j k 0 0 A1A1
=4: 0 3 9 = 36 ~ 3 =10: −12 0 0 = 108 ~ 3
4 1 3 −12 −1 0 −3 9 36 1
2 0 0 625 0 0 DM1A1 Or correctly matched permutations of
columns.
Thus P= 1 3 3 and D= 0 1 0
−1 −1 1 0 0 2401 Correctly matched but eigenvalues not
changed scores M1 A0.
M0 if a column of zeros appears in P.
6
© Cambridge University Press & Assessment 2024 Page 13 of 13
Official mark scheme pages: 12, 13 · source PDF URL
9231-2024-on-23-q01
Oct/Nov 2024 · Paper 23 · Question 1 · 4 marks
1 1 5 6 M1A1 Evaluates determinant.
2 2 k 2 k 2
k 2 2 = −5 +6 =8−5(8k+6)+6(4k+6)
4 8 −3 8 −3 4
−3 4 8
k 7 A1
8
Three planes intersect at a unique point. B1
4
Question Answer Marks Guidance
Official mark scheme pages: 6 · source PDF URL
9231-2024-on-23-q04
Oct/Nov 2024 · Paper 23 · Question 4 · 9 marks
4(a) −11 1 8 1 −2 M1 Multiplies matrix with eigenvector.
0 −2 0 1 = −2
−16 1 131 −2
=−2 A1
2
© Cambridge University Press & Assessment 2024 Page 7 of 14
4(b) −11− 1 8 M1 Sets determinant equal to zero.
0 −2− 0 =0
−16 1 13−
(−11−)(−2−)(13−)+128(−2−)=0 A1 Expands determinant, AG.
(−2−)( 2 −2−15 ) =0
3 −19−30=0
=5,−3 B1
3
© Cambridge University Press & Assessment 2024 Page 8 of 14
4(c) A3−19A−30I=0 B1 States that A satisfies its characteristic equation.
30A−1 =A2 −19I M1 Multiplies through by A−1.
−7 −5 16 −26 −5 16 M1A1 M1 for substituting A2.
1
A2 = 0 4 0 A−1 = 0 −15 0
30
−32 −5 41 −32 −5 22
4
© Cambridge University Press & Assessment 2024 Page 9 of 14
Official mark scheme pages: 7, 8, 9 · source PDF URL
9231-2025-mj-21-q08
May/June 2025 · Paper 21 · Question 8 · 13 marks
8(a) Ae=eA3e=A(Ae) M1 Multiples by A2on LHS. Trying to invert an
eigenvector or missing eigenvector is M0.
A3e=A(e)=2(Ae)=3e A1
2
8(b) −1− 3 4 M1 Forms det(A−I)=0. Do not accept checking each
0 1− 0 =0 given value is an eigenvalue. Do not accept row
operations on A.
0 −2 5−
(−1−)((1−)(5−)−0 )
−3(0)+4(0)=0
(−1−)(1−)(5−)=0=−1,1 and 5. A1 AG.
2
8(c) i j k −8 1 M1 A1 Uses vector product (or equations) of rows of A−I
to find corresponding eigenvectors.
=−1: 0 3 4 = 0 0
0 2 0 0 0
i j k 20 5 i j k 16 2 A1 A1
=1: −2 3 4 = 8 ~ 2 =5: −6 3 4 = 0 ~ 0
0 −2 4 4 1 0 −4 0 24 3
1 5 2 −3 0 0 M1 A1 Or correctly matched permutations of columns.
A column of zeros is M0. Repeated eigenvalues in D is
Thus P= 0 2 0 and D= 0 −1 0
M0.
0 1 3 0 0 3
6
© Cambridge University Press & Assessment 2025 Page 17 of 18
8(d) (A−2I)3 =A3−6A2 +12A−8I B1 Expands.
=5A2+A−5I−6A2+12A−8I M1 Substitutes A3 =5A2+A−5I .
=−A2+13A−13I A1
Alternative method for 8(d)
(+3)(+1)(−3)=3+2 −9−9=0 B1 Finds characteristic equation of A−2I.
(A−2I)3 =−(A−2I)2 +9(A−2I)+9I M1 SubstitutesA−2I and makes (A−2I)3 the subject.
=−A2+13A−13I A1
3
© Cambridge University Press & Assessment 2025 Page 18 of 18
Official mark scheme pages: 17, 18 · source PDF URL
9231-2025-mj-22-q08
May/June 2025 · Paper 22 · Question 8 · 13 marks
8(a) Ae=eA3e=A(Ae) M1 Multiples by A2on LHS. Trying to invert an
eigenvector or missing eigenvector is M0.
A3e=A(e)=2(Ae)=3e A1
2
8(b) −1− 3 4 M1 Forms det(A−I)=0. Do not accept checking each
0 1− 0 =0 given value is an eigenvalue. Do not accept row
operations on A.
0 −2 5−
(−1−)((1−)(5−)−0 )
−3(0)+4(0)=0
(−1−)(1−)(5−)=0=−1,1 and 5. A1 AG.
2
8(c) i j k −8 1 M1 A1 Uses vector product (or equations) of rows of A−I
to find corresponding eigenvectors.
=−1: 0 3 4 = 0 0
0 2 0 0 0
i j k 20 5 i j k 16 2 A1 A1
=1: −2 3 4 = 8 ~ 2 =5: −6 3 4 = 0 ~ 0
0 −2 4 4 1 0 −4 0 24 3
1 5 2 −3 0 0 M1 A1 Or correctly matched permutations of columns.
A column of zeros is M0. Repeated eigenvalues in D is
Thus P= 0 2 0 and D= 0 −1 0
M0.
0 1 3 0 0 3
6
© Cambridge University Press & Assessment 2025 Page 17 of 18
8(d) (A−2I)3 =A3−6A2 +12A−8I B1 Expands.
=5A2+A−5I−6A2+12A−8I M1 Substitutes A3 =5A2+A−5I .
=−A2+13A−13I A1
Alternative method for 8(d)
(+3)(+1)(−3)=3+2 −9−9=0 B1 Finds characteristic equation of A−2I.
(A−2I)3 =−(A−2I)2 +9(A−2I)+9I M1 SubstitutesA−2I and makes (A−2I)3 the subject.
=−A2+13A−13I A1
3
© Cambridge University Press & Assessment 2025 Page 18 of 18
Official mark scheme pages: 17, 18 · source PDF URL
9231-2025-mj-23-q08
May/June 2025 · Paper 23 · Question 8 · 14 marks
8(a) 3 3 8 M1 A1 Sets determinant equal to zero and forms 3
2
term quadratic equation.
a 3 4 =08a2 −3a−9 =0
2
0 a −1
a= 3 ( 1 17 ) A1
16
3
8(b) ( −3) (−3)(+1)=3−72 +9 =0 B1 Finds characteristic equation.
2 2 2
9I= 7A2 −A3 9B= 7A−A2 M1 Using C-H Theorem and replaces with A.
2 2 2 2
B2 = 7I− 2A M1 A1 Multiplies by B2 = A−2
9 9
CAO
4
© Cambridge University Press & Assessment 2025 Page 16 of 17
8(c) Eigenvalues of A are 3,3 and −1. B1 Upper diagonal matrix or characteristic
2
equation.
i j k −9 1 M1 A1 Uses vector product (or equations) to find
2
corresponding eigenvectors.
= 3 2 : 0 3 8 = 0 0
0 3 2 5 2 0 0
i j k 12 2 i j k −20 2 A1 A1
=3: −3 3 8 = 6 ~ 1 =−1: 5 3 8 = −10 ~ 1
2 2
0 0 4 0 0 0 4 4 10 −1
1 2 2 2 0 0 M1 A1 Or correctly matched permutations of
3
columns. Column of zeros or repeated
Thus P= 0 1 1 and D= 0 1 0
3 column in P, or repeated eigenvalues in D is
0 0 −1
0 0 −1
M0.
7
© Cambridge University Press & Assessment 2025 Page 17 of 17
Official mark scheme pages: 16, 17 · source PDF URL
9231-2025-mj-24-q01
May/June 2025 · Paper 24 · Question 1 · 6 marks
1(a) 1 2 3 M1 Expands determinant and forms quadratic
k 5 6 =45−12k−2(9k−42)+3 ( 2k2 −35 ) expression.
7 2k 9
6k2 −30k+24=0k=1,4 M1 A1 Solves quadratic. Need both values for A1.
3
1(b) x+ 2y+3z =1, M1 A1 For M1 must use all three equations and reduce to
3y+3z=1 e.g. y = x. Accept explicit solution using a
x+ 5y+6z =2,
3x+3z=1 parameter. Accept row echelon form (with clear
7x+2y+9z =3,
1 2 3 1
operations on all three rows) 0 3 3 1 .
0 0 0 0
Three planes meeting in a common line. B1 Sheaf.
3
© Cambridge University Press & Assessment 2025 Page 9 of 17
Official mark scheme pages: 9 · source PDF URL
9231-2025-mj-24-q07
May/June 2025 · Paper 24 · Question 7 · 11 marks
7(a) Eigenvalues of A are 1, 2 and −3. B1 Upper diagonal matrix or characteristic equation.
i j k −4 1 M1 A1 Uses vector product (or equations) to find
corresponding eigenvectors.
=1: 0 1 5 = 0 0
0 0 −4 0 0
i j k 35 7 A1
=2: −1 7 11 = 5 1
0 0 5 0 0
i j k −20 1 A1
=−3: 4 7 11 = −20 1
0 5 5 20 −1
1 7 1 1 0 0 M1 A1 Or correctly matched permutations of columns.
OE.
Thus P= 0 1 1 and D= 0 64 0
A column of zeros or a repeated column is M0.
0 0 −1 0 0 729
7
7(b) (−1)(−2)(+3)=3 −7+6=0 B1 Characteristic equation. ‘=0’ can be implied later.
A3 =7A−6I M1 Substitutes for A and makes A3 the subject.
(Could substitute for A at the end).
A6 =(7A−6I)(7A−6I)=49A2 −84A+36I M1 A1 Expands (7A−6I)(7A−6I).
4
© Cambridge University Press & Assessment 2025 Page 15 of 17
Official mark scheme pages: 15 · source PDF URL
9231-2025-on-21-q01
Oct/Nov 2025 · Paper 21 · Question 1 · 3 marks
1 1 −1 1 M1 A1 Evaluates determinant.
k 3 1 3 1 k
1 k 3 = + + =k2 −7
2 k 1 k 1 2
1 2 k
k = 7 A1
3
Question Answer Marks Guidance
Official mark scheme pages: 9 · source PDF URL
9231-2025-on-21-q06
Oct/Nov 2025 · Paper 21 · Question 6 · 10 marks
6(a) a, 2a, −3a B1
1
6(b)(i) a2 3a −2a−1 B1
P2 = 0 4a2 a
0 0 9a2
1
6(b)(ii) P3−7a2P+6a3I=0 B1 States that P satisfies its characteristic equation.
6a3P−1 =7a2I−P2 M1 Multiplies through by P−1.
a2 3a −2a−1 6a2 −3a 2a+1 A1
1
P2 = 0 4a2 a P−1 = 0 3a2 −a
6a3
0 0 9a2 0 0 −2a2
3
© Cambridge University Press & Assessment 2025 Page 13 of 19
6(c) 1 0 0 B1
D= 0 2 0
0 0 3
1 0 0 M1 Applies A=PDP−1.
A=P 0 2 0 P−1
0 0 3
a 2 3 6a2 −3a 2a+1 M1 A1 Multiplies two adjacent matrices. For M1, P must
1 correct.
= 0 4a −3 0 3a2 −a
6a3
0 0 −9a 0 0 −2a2
1 1 −4a+1 A1 OE.
2a 6a2
0 2 1
3a
0 0 3
5
© Cambridge University Press & Assessment 2025 Page 14 of 19
Official mark scheme pages: 13, 14 · source PDF URL
9231-2025-on-22-q08
Oct/Nov 2025 · Paper 22 · Question 8 · 15 marks
8(a) 1 −1 2k M1 Finds determinant equal and forms quadratic
equation. Condone one error in the determinant
k 1 2 =02k2 +3k+1=0
calculation.
2 −1 1
2k2+3k+1=0k =−1,−1 A1 A1 Each value is A1.
2
3
8(b) x− y− z = 1, M1 A1 Derives contradiction clearly.
1 x+z =3,
−1 x+ y+2z =2, 2
2 x+2z =2,
2x− y+ z = 3,
Triangular prism. B1 Accept diagram.
3
8(c) x− y−2z =1, M1 A1 Derives contradiction.
−x+ y+2z =2, 1=−2
2x− y+ z = 3,
Two parallel planes. Other plane not parallel. B1
Parallel planes not identical. B1 Accept diagram.
4
© Cambridge University Press & Assessment 2025 Page 16 of 17
8(d) 1− −1 −2 M1 Finds characteristic equation of A.
det −1 1− 2 =0
2 −1 1−
−3+32 −8=0 A1 Must be an equation. Could be implied by
subsequent working. Must be simplified.
A3 =3A2 −8A M1 Substitutes matrix and makes A3 the subject.
A4 =3A3−8A2 =3 ( 3A2 −8A ) −8A2 M1 Multiplies by A and substitutes for A3.
A4 =A2 −24A A1
5
© Cambridge University Press & Assessment 2025 Page 17 of 17
Official mark scheme pages: 16, 17 · source PDF URL
9231-2025-on-23-q01
Oct/Nov 2025 · Paper 23 · Question 1 · 3 marks
1 1 −1 1 M1 A1 Evaluates determinant.
k 3 1 3 1 k
1 k 3 = + + =k2 −7
2 k 1 k 1 2
1 2 k
k = 7 A1
3
Question Answer Marks Guidance
Official mark scheme pages: 9 · source PDF URL
9231-2025-on-23-q06
Oct/Nov 2025 · Paper 23 · Question 6 · 10 marks
6(a) a, 2a, −3a B1
1
6(b)(i) a2 3a −2a−1 B1
P2 = 0 4a2 a
0 0 9a2
1
6(b)(ii) P3−7a2P+6a3I=0 B1 States that P satisfies its characteristic equation.
6a3P−1 =7a2I−P2 M1 Multiplies through by P−1.
a2 3a −2a−1 6a2 −3a 2a+1 A1
1
P2 = 0 4a2 a P−1 = 0 3a2 −a
6a3
0 0 9a2 0 0 −2a2
3
© Cambridge University Press & Assessment 2025 Page 13 of 19
6(c) 1 0 0 B1
D= 0 2 0
0 0 3
1 0 0 M1 Applies A=PDP−1.
A=P 0 2 0 P−1
0 0 3
a 2 3 6a2 −3a 2a+1 M1 A1 Multiplies two adjacent matrices. For M1, P must
1 correct.
= 0 4a −3 0 3a2 −a
6a3
0 0 −9a 0 0 −2a2
1 1 −4a+1 A1 OE.
2a 6a2
0 2 1
3a
0 0 3
5
© Cambridge University Press & Assessment 2025 Page 14 of 19
Official mark scheme pages: 13, 14 · source PDF URL
9231-2025-on-24-q08
Oct/Nov 2025 · Paper 24 · Question 8 · 13 marks
8(a) 5 a 0 M1 Finds determinant.
20 −5 0 =−20a−25
2 −3 1
a −5 A1
4
Three planes intersect at a single point. B1
3
8(b) 5x− 5 y =3, B1 Shows contradiction clearly.
4
If a =−5 then 20x− 5y =2,2=12
4
2x− 3y+ z = 1,
Two distinct parallel planes. B1
Other plane not parallel. B1
3
© Cambridge University Press & Assessment 2025 Page 18 of 19
8(c) Eigenvalues of A are 5, −5 and 1. B1 Lower diagonal matrix or characteristic
equation.
i j k 40 1 M1 A1 Uses vector product (or equations) to find
corresponding eigenvectors.
=5: 20 −10 0 = 80 ~ 2
2 −3 −4 −40 −1
i j k 0 0 A1
=−5: 20 0 0 = −120 2
2 −3 6 −60 1
i j k 0 0 A1
=1: 4 0 0 = 0 0
20 −6 0 −24 1
1 0 0 64 0 0 M1 A1 Or correctly matched permutations of
columns.
Thus P = 2 2 0 and D= 0 4 0
−1 1 1 0 0 16
7
© Cambridge University Press & Assessment 2025 Page 19 of 19
Official mark scheme pages: 18, 19 · source PDF URL
9231-2026-mj-21-q08
May/June 2026 · Paper 21 · Question 8 · 14 marks
8(a) −1 −2 1 M1 A1 Finds determinant in terms of a and b.
a 1 −1 =4a+ab−b−2
0 b 2
a =
b
b
+
+
2
4
A1
[since b−4]
3
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8(b)
© Cambridge University Press & Assessment 2026 Page 18 of 18
( 1 ) ( 1 ) ( 2 ) 3 2 2 2 0 + − − = − − + = B1 Finds characteristic equation.
A 4 − 2 A 3 − A 2 + 2 A = 0 M1 Replaces with A and multiplies through by A .
A4 =2 ( 2A2 +A−2I ) +A2 −2A=5A2 −4I M1 A1 Substitutes A 3 = 2 A 2 + A − 2 I . CWO
4
8(c) Eigenvalues of A are − 1 , 1 and 2 . B1 Upper diagonal matrix or characteristic equation.
1 : 0
0 0
2 1
3
0
0
6 1
0
0
= −
i
−
j k
=
−
M1 A1 Uses vector product (or equations) to find
corresponding eigenvectors. M0 if all three vectors
are zero vectors.
1 :
0
2
0
2 1
1
2
2
0
~
1
0
1 = −
i
−
j k
−
=
−
−
i j k 3 1 A1 A1
=2: −3 −2 1 = −3 ~ −1
0 −1 −1 3 1
Thus P =
1
0
0
1
−
0
1
1
−
1
1
and D =
−
0
0
1 0
1
0 1
0
0
2 8
M1 A1 Or correctly matched permutations of columns.
A column of zeros or repeated column in P is M0.
7
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9231-2026-mj-22-q08
May/June 2026 · Paper 22 · Question 8 · 14 marks
8(a) −1 −2 1 M1 A1 Finds determinant in terms of a and b.
a 1 −1 =4a+ab−b−2
0 b 2
a =
b
b
+
+
2
4
A1
[since b−4]
3
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8(b)
© Cambridge University Press & Assessment 2026 Page 18 of 18
( 1 ) ( 1 ) ( 2 ) 3 2 2 2 0 + − − = − − + = B1 Finds characteristic equation.
A 4 − 2 A 3 − A 2 + 2 A = 0 M1 Replaces with A and multiplies through by A .
A4 =2 ( 2A2 +A−2I ) +A2 −2A=5A2 −4I M1 A1 Substitutes A 3 = 2 A 2 + A − 2 I . CWO
4
8(c) Eigenvalues of A are − 1 , 1 and 2 . B1 Upper diagonal matrix or characteristic equation.
1 : 0
0 0
2 1
3
0
0
6 1
0
0
= −
i
−
j k
=
−
M1 A1 Uses vector product (or equations) to find
corresponding eigenvectors. M0 if all three vectors
are zero vectors.
1 :
0
2
0
2 1
1
2
2
0
~
1
0
1 = −
i
−
j k
−
=
−
−
i j k 3 1 A1 A1
=2: −3 −2 1 = −3 ~ −1
0 −1 −1 3 1
Thus P =
1
0
0
1
−
0
1
1
−
1
1
and D =
−
0
0
1 0
1
0 1
0
0
2 8
M1 A1 Or correctly matched permutations of columns.
A column of zeros or repeated column in P is M0.
7
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9231-2026-mj-23-q08
May/June 2026 · Paper 23 · Question 8 · 15 marks
8(a) EITHER:
© Cambridge University Press & Assessment 2026 Page 17 of 19
6
a
2
− 1
4
b
2 − 1 2
1
− 8
= − 1 2 a b − 9 6 a − 6 b − 1 2 0 = 0
(M1A1 Finds determinant in terms of a and b.
a = −
2
b( +
b
2
+
0
8 )
[ b − 8 .
A1)
]
OR:
Alternative method for 8(a)
( 6 + 1 2 a ) x + 3 6 y = 2 5 (R1+12R2)
( 2 + 8 a ) x + ( b + 3 2 ) y = 1 9
(M1 Row eliminates
(R3+8R2)
z from two of the equations and
forms an equation from resulting coefficients
being in ratio.
6
2
+
+
1 2
8
a
a
=
b
3
+
6
3 2
A1 Correct ratio equation
a = −
2
b( +
b
2
+
0
8 )
A1) CAO
[b−8.]
Available marks 3
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8(b)
© Cambridge University Press & Assessment 2026 Page 18 of 19
−
6
2
x
14x
−
x
−
+
1 2
4
3 2
y
y
y
−
+
−
1 2 z =
z =
8 z =
1
2
3
,
,
,
− 8 ( 2 ) = 3
B1 Must show an inconsistent system.
Two distinct parallel planes. B1 B1 Accept a clear sketch for parallel planes and
third plane intersecting both.
Other plane not parallel.
3
8(c) 6 −12 −121 −6 1 M1 MultipliesAwith given eigenvector.
−1 4 1 0 = 0 =−6 0
2 −8 −8 1 −6 1
−6 A1
2
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8(d)
© Cambridge University Press & Assessment 2026 Page 19 of 19
6
2
1 4
1 2
8 8
1
1
2
3 2 2 3 6 7 2
−
−
−
−
− −
−
−
= − + + −
M1 Characteristic equation.
2 , 6 , 6 = − A1
2 : 4
1
1
2
2 1
1
2
1 2
8
4
3
2
1
=
−
i
−
j
−
k
=
−
−
M1 A1 Uses vector product (or equations) to find
corresponding eigenvectors.
6 : 0
1
1 2
2
1
1
2 1
3
2
1
6
2
~ 1
3
1
=
−
i
−
−
j
−
k
=
−
−
−
−
A1
Thus P =
3
2
− 1
−
1
−
3
1
1
0
1
and D =
2
0
0
0
6
0
0
0
− 6
M1 A1 Or correctly matched permutations of columns.
M0A0 if a zero eigenvector is included.
7
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9231-2026-mj-24-q01
May/June 2026 · Paper 24 · Question 1 · 6 marks
1(a)
© Cambridge University Press & Assessment 2026 Page 9 of 19
3
8
8
k
1
2
7
2
4
= 3
1
2
2
4
− k
8
8
2
4
+ 7
8
8
1
2
= 0 − k ( 1 6 ) + 7 ( 8 )
M1A1 Evaluates determinant. For M1 allow sign
errors.
k 72 A1
Three planes intersect at a unique point. B1
4
1(b) 3x+ 7 y+ 7z= 1, B1 OE. Obtains a clear numerical contradiction.
2 −25x+7=1
8x+ y+ 2z= 2, y=2−2z−8x 1 = 6 CWO. Might see 1= 2 or 1=− 1 . Accept
25 22
−8x+4=3 8 25
8x+ 2y+ 4z= 3, 3 7 7 1
2
correct row echelon form e.g. 0 1 2 2
25
0 0 0 *
with * non zero.
Triangular prism. B1
2
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9231-2026-mj-24-q02
May/June 2026 · Paper 24 · Question 2 · 9 marks
2(a) EITHER:
© Cambridge University Press & Assessment 2026 Page 10 of 19
d e t ( ) d e t
a
5 1
1
( a ) ( 1 ) 5
A − I =
− −
−
= − − +
(M1A1 Finds d e t ( ) A − I
2 ( a 2 ) ( 1 2 ) 5 0 a 7 = − − + = = A1
2 8 1 2 0 6 − + = = A1)
OR:
Alternative method for 2(a)
a
5
−
1
1 x
y
= 2
x
y
a
5
x
x
−
+
y
y
=
=
2
2
x
y
( a − 2 ) x = 5 x
(M1A1 Uses that 2 is eigenvalue to form an equation in
a.
a = 7 A1
7
5 1
1 x
y
x
y
7
5
x
x
y
y
x
y
( 7 )
5
1
6
−
=
−
+
=
=
− =
−
=
A1) CWO.
Available marks 4
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2(b) 7 −1x x 7x−y=2x x 1 *M1A1 M0 if both of their answers are zero vectors.
=2 ~ i j −1 1
5 1 y y 5x+y=2y y 5
Accept = ~ and
5 −1 −5 5
© Cambridge University Press & Assessment 2026 Page 11 of 19
i
1 −
j
1
=
−
−
1
1
~
1
1
.
M1 for setting up and solving equations.
7
5
−
1
1 x
y
= 6
x
y
7
5
x
x
−
+
y
y
=
=
6
6
x
y
x
y
~
1
1
A1
Thus P =
1
5
1
1
32 0 DM1A1 Or correctly matched permutations of columns.
and D= .
M0 if a column of zeros appears in P. Accept
0 7776
2 5
and 6 5 in D.
5
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