OCR MEI Further Extra Pure 2024 June — Question 4 15 marks

Exam BoardOCR MEI
ModuleFurther Extra Pure (Further Extra Pure)
Year2024
SessionJune
Marks15
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicInvariant lines and eigenvalues and vectors
TypeFind P and D for A = PDP⁻¹
DifficultyStandard +0.8 This is a substantial Further Maths linear algebra question requiring multiple techniques: computing characteristic equations (3×3 determinant), finding eigenvectors by solving systems, applying Cayley-Hamilton theorem to find matrix inverse, and computing matrix powers via diagonalization. While each individual step is standard for Further Maths, the multi-part structure, computational intensity, and need to synthesize several concepts (especially the Cayley-Hamilton application) places it moderately above average difficulty.
Spec4.03j Determinant 3x3: calculation4.03o Inverse 3x3 matrix4.03p Inverse properties: (AB)^(-1) = B^(-1)*A^(-1)

4 The matrix \(\mathbf { P }\) is given by \(\mathbf { P } = \left( \begin{array} { r r r } 1 & 7 & 8 \\ - 6 & 12 & 12 \\ - 2 & 4 & 8 \end{array} \right)\).
  1. Show that the characteristic equation of \(\mathbf { P }\) is \(- \lambda ^ { 3 } + 21 \lambda ^ { 2 } - 126 \lambda + 216 = 0\). You are given that the roots of this equation are 3,6 and 12 .
    1. Verify that \(\left( \begin{array} { r } 1 \\ - 2 \\ 2 \end{array} \right)\) is an eigenvector of \(\mathbf { P }\), stating its associated eigenvalue.
    2. The vector \(\left( \begin{array} { l } x \\ y \\ z \end{array} \right)\) is an eigenvector of \(\mathbf { P }\) with eigenvalue 6. Given that \(z = 5\), find \(x\) and \(y\). You are given that \(\mathbf { P }\) can be expressed in the form \(\mathbf { E D E } ^ { - 1 }\), where \(\mathbf { E } = \left( \begin{array} { r r r } 3 & 2 & 1 \\ 1 & 2 & - 2 \\ 1 & 1 & 2 \end{array} \right)\) and \(\mathbf { D }\) is a diagonal matrix. The characteristic equation of \(\mathbf { E }\) is \(- \lambda ^ { 3 } + 7 \lambda ^ { 2 } - 15 \lambda + 9 = 0\).
    1. Use the Cayley-Hamilton theorem to express \(\mathbf { E } ^ { - 1 }\) in terms of positive powers of \(\mathbf { E }\).
    2. Hence find \(\mathbf { E } ^ { - 1 }\).
    3. By identifying the matrix \(\mathbf { D }\) and using \(\mathbf { P } = \mathbf { E D E } ^ { - 1 }\), determine \(\mathbf { P } ^ { 4 }\).

Question 4:
AnswerMarks Guidance
4(a) 1−λ 7 8
det(P−λI)= −6 12−λ 12
−2 4 8−λ
=(1−λ)((12−λ)(8−λ)−12×4)
−7(−6(8−λ)−12×−2))+8(−6×4−(12−λ)×−2)
=(1−λ)(96−20λ+λ2 −48)
−7(−48+6λ+24)+8(−24+24−2λ)
=(1−λ)(λ2 −20λ+48)−7(6λ−24)+8(−2λ)
=λ2 −20λ+48−λ3+20λ2 −48λ−42λ+168−16λ
AnswerMarks
=−λ3+21λ2 −126λ+216=0 wwwM1
M1
A1
AnswerMarks
[3]1.1
1.1
AnswerMarks
1.1Formation of appropriate determinant.
May be implied by 2nd M1.
Attempt to expand determinant.
Allow one arithmetic or algebraic
error.
AG. Must expand all brackets
(except those with just ± or ±1
AnswerMarks Guidance
outside) before reaching AG.Must have “= 0”.
4(b) (i)
    
−6 12 12 −2 = −6
    
 −2 4 8 2  6
 1
 
=3 −2
(so it is an e-vector) and the e-value is 3
 
AnswerMarks
 2M1
A11.1
1.1Finding Pe. Must specify “Pe =”.
and equating to λe and comparing.
AnswerMarks
Accept “λ = 3” as declaration.Verification must not start by
assuming λ = 3.
Do not accept embedded answer.
Alternative method:
1−λ 7 8 1  3−λ
    
−6 12−λ 12 −2 = −6+2λ soi
    
AnswerMarks Guidance
 −2 4 8−λ  2  6−2λ M1 1.1
Could be implied by three equations:
3 – λ = 0, –6 + 2λ = 0, 6 – 2λ = 0.
 1 7 8 1  1
    
or −6 12 12 −2 =λ −2
    
 −2 4 8 2  2
giving three correct equations in λ
from x, y and z components.
0
 
= 0 if λ = 3 (so it is an e-vector) so e-value is 3
 
AnswerMarks Guidance
0A1 1.1
three equations. .Verification must not start by
assuming λ = 3.Verification must not start by
assuming λ = 3.
Alternative method:
1−λ 7 8 1  3−λ
    
−6 12−λ 12 −2 = −6+2λ soi
    
 −2 4 8−λ  2  6−2λ 
M1
1.1
Finding (P – λI)e. in terms of λ.
Could be implied by three equations:
3 – λ = 0, –6 + 2λ = 0, 6 – 2λ = 0.
A1
1.1
or declaring λ = 3 as solution to all
three equations. .
AnswerMarks Guidance
4(b) (ii)
      
−6 12 12 y =6 y or 6y
      
 −2 4 8 5 5 6×5
Any two of:
x + 7y + 40 = 6x
–6x + 12y + 60 = 6y
–2x + 4y + 40 = 30
correct
⇒ x = 15 & y = 5 (so the eigenvector with an
AnswerMarks
eigenvalue of 6 with z = 5 is 15i + 5j + 5k).M1
M1
A1
AnswerMarks
[3]3.1a
1.1
AnswerMarks
3.2aUsing Pv = 6v (or (P – 6I)v = 0)) and
z = 5. Can be implied by two correct
equations in x and y below. Can be
awarded if z replaced by 5 later, even
after errors.
Multiplying the vector into the matrix
and equating 2 of the components to
find 2 correct simultaneous equations
in x and y soi by answers. Need not
be simplified.
Allow embedded. Not 3i + j + k but
AnswerMarks
ISW once x = 15 and y = 5 seen.−5 7 8x 0
    
or −6 6 12 y = 0
    
 −2 4 25 0
–5x + 7y = –40 (–5x + 7y + 40 = 0)
–x + y = –10 (–6x + 6y + 60 = 0)
–x + 2y = –5 (–2x + 4y + 10 = 0)
[2]
AnswerMarks Guidance
4(c) (ii)
   
 3 4 −7  −  7 14 −14 
   
1  6 6 3   7 7 14 
∴E −1 =  
9 15 0 0  
   
+ 0 15 0
   
   
  0 0 15 
 6 −3 −6  2 −1 −2
1   3 3 3
= 9    − − 4 1 − 5 1 7 4    or    − − 9 1 4 − 9 5 1 7 9 4   
AnswerMarks Guidance
9 9 9B1
[1]1.1 Must see this expression oe. eg could
3 2 1  2 12 11 1 
   
see 1 2 −2 for 3 4 −7 .
   
1 1 2    6 6 3  
Condone uncancelled fractions.
[4]
Question 4:
4 | (a) | 1−λ 7 8
det(P−λI)= −6 12−λ 12
−2 4 8−λ
=(1−λ)((12−λ)(8−λ)−12×4)
−7(−6(8−λ)−12×−2))+8(−6×4−(12−λ)×−2)
=(1−λ)(96−20λ+λ2 −48)
−7(−48+6λ+24)+8(−24+24−2λ)
=(1−λ)(λ2 −20λ+48)−7(6λ−24)+8(−2λ)
=λ2 −20λ+48−λ3+20λ2 −48λ−42λ+168−16λ
=−λ3+21λ2 −126λ+216=0 www | M1
M1
A1
[3] | 1.1
1.1
1.1 | Formation of appropriate determinant.
May be implied by 2nd M1.
Attempt to expand determinant.
Allow one arithmetic or algebraic
error.
AG. Must expand all brackets
(except those with just ± or ±1
outside) before reaching AG. | Must have “= 0”.
4 | (b) | (i) |  1 7 8 1  3
    
−6 12 12 −2 = −6
    
 −2 4 8 2  6
 1
 
=3 −2
(so it is an e-vector) and the e-value is 3
 
 2 | M1
A1 | 1.1
1.1 | Finding Pe. Must specify “Pe =”.
and equating to λe and comparing.
Accept “λ = 3” as declaration. | Verification must not start by
assuming λ = 3.
Do not accept embedded answer.
Alternative method:
1−λ 7 8 1  3−λ
    
−6 12−λ 12 −2 = −6+2λ soi
    
 −2 4 8−λ  2  6−2λ  | M1 | 1.1 | Finding (P – λI)e. in terms of λ.
Could be implied by three equations:
3 – λ = 0, –6 + 2λ = 0, 6 – 2λ = 0.
 1 7 8 1  1
    
or −6 12 12 −2 =λ −2
    
 −2 4 8 2  2
giving three correct equations in λ
from x, y and z components.
0
 
= 0 if λ = 3 (so it is an e-vector) so e-value is 3
 
0 | A1 | 1.1 | or declaring λ = 3 as solution to all
three equations. . | Verification must not start by
assuming λ = 3. | Verification must not start by
assuming λ = 3.
Alternative method:
1−λ 7 8 1  3−λ
    
−6 12−λ 12 −2 = −6+2λ soi
    
 −2 4 8−λ  2  6−2λ 
M1
1.1
Finding (P – λI)e. in terms of λ.
Could be implied by three equations:
3 – λ = 0, –6 + 2λ = 0, 6 – 2λ = 0.
A1
1.1
or declaring λ = 3 as solution to all
three equations. .
4 | (b) | (ii) |  1 7 8 x x  6x 
      
−6 12 12 y =6 y or 6y
      
 −2 4 8 5 5 6×5
Any two of:
x + 7y + 40 = 6x
–6x + 12y + 60 = 6y
–2x + 4y + 40 = 30
correct
⇒ x = 15 & y = 5 (so the eigenvector with an
eigenvalue of 6 with z = 5 is 15i + 5j + 5k). | M1
M1
A1
[3] | 3.1a
1.1
3.2a | Using Pv = 6v (or (P – 6I)v = 0)) and
z = 5. Can be implied by two correct
equations in x and y below. Can be
awarded if z replaced by 5 later, even
after errors.
Multiplying the vector into the matrix
and equating 2 of the components to
find 2 correct simultaneous equations
in x and y soi by answers. Need not
be simplified.
Allow embedded. Not 3i + j + k but
ISW once x = 15 and y = 5 seen. | −5 7 8x 0
    
or −6 6 12 y = 0
    
 −2 4 25 0
–5x + 7y = –40 (–5x + 7y + 40 = 0)
–x + y = –10 (–6x + 6y + 60 = 0)
–x + 2y = –5 (–2x + 4y + 10 = 0)
[2]
4 | (c) | (ii) | 12 11 1  21 14 7 
   
 3 4 −7  −  7 14 −14 
   
1  6 6 3   7 7 14 
∴E −1 =  
9 15 0 0  
   
+ 0 15 0
   
   
  0 0 15 
 6 −3 −6  2 −1 −2
1   3 3 3
= 9    − − 4 1 − 5 1 7 4    or    − − 9 1 4 − 9 5 1 7 9 4   
9 9 9 | B1
[1] | 1.1 | Must see this expression oe. eg could
3 2 1  2 12 11 1 
   
see 1 2 −2 for 3 4 −7 .
   
1 1 2    6 6 3  
Condone uncancelled fractions.
[4]
4 The matrix $\mathbf { P }$ is given by $\mathbf { P } = \left( \begin{array} { r r r } 1 & 7 & 8 \\ - 6 & 12 & 12 \\ - 2 & 4 & 8 \end{array} \right)$.
\begin{enumerate}[label=(\alph*)]
\item Show that the characteristic equation of $\mathbf { P }$ is $- \lambda ^ { 3 } + 21 \lambda ^ { 2 } - 126 \lambda + 216 = 0$.

You are given that the roots of this equation are 3,6 and 12 .
\item \begin{enumerate}[label=(\roman*)]
\item Verify that $\left( \begin{array} { r } 1 \\ - 2 \\ 2 \end{array} \right)$ is an eigenvector of $\mathbf { P }$, stating its associated eigenvalue.
\item The vector $\left( \begin{array} { l } x \\ y \\ z \end{array} \right)$ is an eigenvector of $\mathbf { P }$ with eigenvalue 6.

Given that $z = 5$, find $x$ and $y$.

You are given that $\mathbf { P }$ can be expressed in the form $\mathbf { E D E } ^ { - 1 }$, where $\mathbf { E } = \left( \begin{array} { r r r } 3 & 2 & 1 \\ 1 & 2 & - 2 \\ 1 & 1 & 2 \end{array} \right)$ and $\mathbf { D }$ is a diagonal matrix. The characteristic equation of $\mathbf { E }$ is $- \lambda ^ { 3 } + 7 \lambda ^ { 2 } - 15 \lambda + 9 = 0$.
\end{enumerate}\item \begin{enumerate}[label=(\roman*)]
\item Use the Cayley-Hamilton theorem to express $\mathbf { E } ^ { - 1 }$ in terms of positive powers of $\mathbf { E }$.
\item Hence find $\mathbf { E } ^ { - 1 }$.
\item By identifying the matrix $\mathbf { D }$ and using $\mathbf { P } = \mathbf { E D E } ^ { - 1 }$, determine $\mathbf { P } ^ { 4 }$.
\end{enumerate}\end{enumerate}

\hfill \mbox{\textit{OCR MEI Further Extra Pure 2024 Q4 [15]}}