CAIE FP1 2011 June — Question 11 OR

Exam BoardCAIE
ModuleFP1 (Further Pure Mathematics 1)
Year2011
SessionJune
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
Topic3x3 Matrices
TypeRank and null space basis
DifficultyChallenging +1.8 This question requires row reduction to find rank, verification that columns form the column space, and solving a system to find specific values of p, q, r. While it involves multiple steps and understanding of rank/null space concepts from Further Maths, the techniques are systematic and procedural. The structure guides students through each part, making it more accessible than questions requiring novel geometric or algebraic insight.
Spec4.03a Matrix language: terminology and notation4.03l Singular/non-singular matrices4.03r Solve simultaneous equations: using inverse matrix4.03s Consistent/inconsistent: systems of equations

Determine the rank of the matrix $$\mathbf { A } = \left( \begin{array} { l l l l } 1 & - 1 & - 1 & 1 \\ 2 & - 1 & - 4 & 3 \\ 3 & - 3 & - 2 & 2 \\ 5 & - 4 & - 6 & 5 \end{array} \right)$$ Show that if $$\mathbf { A x } = p \left( \begin{array} { l } 1 \\ 2 \\ 3 \\ 5 \end{array} \right) + q \left( \begin{array} { l } - 1 \\ - 1 \\ - 3 \\ - 4 \end{array} \right) + r \left( \begin{array} { l } - 1 \\ - 4 \\ - 2 \\ - 6 \end{array} \right)$$ where \(p , q\) and \(r\) are given real numbers, then $$\mathbf { x } = \left( \begin{array} { c } p + \lambda \\ q + \lambda \\ r + \lambda \\ \lambda \end{array} \right) ,$$ where \(\lambda\) is real. Find the values of \(p , q\) and \(r\) such that $$p \left( \begin{array} { l } 1 \\ 2 \\ 3 \\ 5 \end{array} \right) + q \left( \begin{array} { l } - 1 \\ - 1 \\ - 3 \\ - 4 \end{array} \right) + r \left( \begin{array} { l } - 1 \\ - 4 \\ - 2 \\ - 6 \end{array} \right) = \left( \begin{array} { r } 3 \\ 7 \\ 8 \\ 15 \end{array} \right) .$$ Find the solution \(\mathbf { x } = \left( \begin{array} { l } \alpha \\ \beta \\ \gamma \\ \delta \end{array} \right)\) of the equation \(\mathbf { A } \mathbf { x } = \left( \begin{array} { r } 3 \\ 7 \\ 8 \\ 15 \end{array} \right)\) for which \(\alpha ^ { 2 } + \beta ^ { 2 } + \gamma ^ { 2 } + \delta ^ { 2 } = \frac { 11 } { 4 }\).

Question 11:
EITHER (First Method)
Part (i)
AnswerMarks Guidance
Answer/WorkingMarks Guidance
\(\mathbf{P} = \begin{pmatrix} 0 & -1 & 1 \\ 1 & 0 & 1 \\ -1 & 1 & 0 \end{pmatrix}\), \(\mathbf{D} = \begin{pmatrix} -1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 2 \end{pmatrix}\)B1B1 Columns can be in any order but must match
\(\det \mathbf{P} = 2\)B1
\(\mathbf{P}^{-1} = \frac{1}{2}\begin{pmatrix} -1 & 1 & -1 \\ -1 & 1 & 1 \\ 1 & 1 & 1 \end{pmatrix}\)M1A1 Adj \(\div\) Det; no working for \(\frac{1}{3}\); row operations M1A1A1 (3 errors)
\(\mathbf{A} = \mathbf{PDP}^{-1}\)M1
\(\mathbf{A} = \begin{pmatrix} 0 & -1 & 2 \\ -1 & 0 & 2 \\ 1 & 1 & 0 \end{pmatrix} \cdot \frac{1}{2}\begin{pmatrix} -1 & 1 & -1 \\ -1 & 1 & 1 \\ 1 & 1 & 1 \end{pmatrix}\)M1A1
\(= \begin{pmatrix} 1.5 & 0.5 & 0.5 \\ 1.5 & 0.5 & 1.5 \\ -1 & 1 & 0 \end{pmatrix}\)A1 Part mark: 9
Part (ii)
AnswerMarks Guidance
Answer/WorkingMarks Guidance
\(\mathbf{A}^{2n} = \mathbf{PD}^{2n}\mathbf{P}^{-1}\)M1
\(= \frac{1}{2}\begin{pmatrix} 0 & -1 & 1 \\ 1 & 0 & 1 \\ -1 & 1 & 0 \end{pmatrix}\begin{pmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 2^{2n} \end{pmatrix}\begin{pmatrix} -1 & 1 & -1 \\ -1 & 1 & 1 \\ 1 & 1 & 1 \end{pmatrix}\)A1
\(= \frac{1}{2}\begin{pmatrix} 0 & -1 & 2^{2n} \\ 1 & 0 & 2^{2n} \\ -1 & 1 & 0 \end{pmatrix}\begin{pmatrix} -1 & 1 & -1 \\ -1 & 1 & 1 \\ 1 & 1 & 1 \end{pmatrix}\)M1A1
\(= \frac{1}{2}\begin{pmatrix} 2^{2n}+1 & 2^{2n}-1 & 2^{2n}-1 \\ 2^{2n}-1 & 2^{2n}+1 & 2^{2n}-1 \\ 0 & 0 & 2 \end{pmatrix}\)A1 Part mark: 5
Total: [14]
EITHER (Alternative Method)
Part (i)
AnswerMarks Guidance
Answer/WorkingMarks Guidance
Using \(\mathbf{Ae} = \lambda\mathbf{e}\) three times to form 3 sets of linear equationsM1A1
\(b-c=0\), \(e-f=-1\), \(h-j=1\)
\(-a+c=-1\), \(-d+f=0\), \(-g+j=1\)
\(a+b=2\), \(d+e=2\), \(g+h=0\)
Solves one set, then other two setsM1
\(\mathbf{A} = \begin{pmatrix} 1.5 & 0.5 & 0.5 \\ 1.5 & 0.5 & 1.5 \\ -1 & 1 & 0 \end{pmatrix}\)A1 Part mark: 4
Part (ii)
AnswerMarks Guidance
Answer/WorkingMarks Guidance
\(\mathbf{P}\) and \(\mathbf{D}\) as aboveB1B1
\(\mathbf{P}^{-1} = \frac{1}{2}\begin{pmatrix} -1 & 1 & -1 \\ -1 & 1 & 1 \\ 1 & 1 & 1 \end{pmatrix}\)B1, M1A1 Part mark: 5
\(\mathbf{A}^{2n} = \mathbf{PD}^{2n}\mathbf{P}^{-1}\)M1
Full multiplication as aboveA1, M1A1
\(= \frac{1}{2}\begin{pmatrix} 2^{2n}+1 & 2^{2n}-1 & 2^{2n}-1 \\ 2^{2n}-1 & 2^{2n}+1 & 2^{2n}-1 \\ 0 & 0 & 2 \end{pmatrix}\)A1 Part mark: 5
Total: [14]
OR (Third Method)
Part 1
AnswerMarks Guidance
Answer/WorkingMarks Guidance
\(\begin{pmatrix} 1 & -1 & -1 & 1 \\ 2 & -1 & -4 & 3 \\ 3 & -3 & -2 & 2 \\ 5 & -4 & -6 & 5 \end{pmatrix} \rightarrow \begin{pmatrix} 1 & -1 & -1 & 1 \\ 0 & 1 & -2 & 1 \\ 0 & 0 & 1 & -1 \\ 0 & 0 & 0 & 0 \end{pmatrix}\)M1A1 Reduces to echelon form
\(r(\mathbf{A}) = 4 - 1 = 3\)A1 Part mark: 3
\(x - y - z + t = 0\), \(y - 2z + t = 0\), \(z - t = 0\)M1
\(\Rightarrow t = \lambda,\ z = \lambda,\ y = \lambda,\ x = \lambda\)
Basis of null space is \(\left\{\begin{pmatrix}1\\1\\1\\1\end{pmatrix}\right\}\)A1
\(\left\{\mathbf{Ax} = \begin{pmatrix}p\\q\\r\\0\end{pmatrix}\right\} \Rightarrow \mathbf{x} = \begin{pmatrix}p\\q\\r\\0\end{pmatrix} + \lambda\begin{pmatrix}1\\1\\1\\1\end{pmatrix}\) (AG)M1A1 Part mark: 4
\(p - q - r = 3\), \(2p - q - 4r = 7\), \(3p - 3q - 2r = 8\)M1
\(p = 1,\ q = -1,\ r = -1\)A1, A1 B2 all correct; B1 two correct with no working. Part mark: 3
\(\alpha^2 + \beta^2 + \gamma^2 + \delta^2 = \frac{11}{4} \Rightarrow 4\lambda^2 - 2\lambda + \frac{1}{4} = 0\)M1A1
\(\Rightarrow \left(2\lambda - \frac{1}{2}\right)^2 = 0 \Rightarrow \lambda = \frac{1}{4} \Rightarrow \mathbf{x} = \begin{pmatrix}1.25\\-0.75\\-0.75\\0.25\end{pmatrix}\)M1A1 Part mark: 4
Total: [14]
OR (Alternative for 2nd part)
AnswerMarks Guidance
Answer/WorkingMarks Guidance
Writes \(\mathbf{x} = \begin{pmatrix}x_1\\x_2\\x_3\\x_4\end{pmatrix}\) and forms equations from \(\mathbf{Ax} = p\begin{pmatrix}1\\2\\3\\5\end{pmatrix} + q\begin{pmatrix}-1\\-1\\-3\\-4\end{pmatrix} + r\begin{pmatrix}-1\\-4\\-2\\-6\end{pmatrix}\)M1A1
\(x_1 - x_2 - x_3 + x_4 = p - q - r\) etc.M1
Obtains \(x_1 = x_4 + p\), \(x_2 = x_4 + q\), \(x_3 = x_4 + r\)A1
Sets \(x_4 = \lambda\): \(\mathbf{x} = \begin{pmatrix}p+\lambda\\q+\lambda\\r+\lambda\\\lambda\end{pmatrix}\) Those who verify only get M1A1 (2/4)
# Question 11:

## EITHER (First Method)

### Part (i)

| Answer/Working | Marks | Guidance |
|---|---|---|
| $\mathbf{P} = \begin{pmatrix} 0 & -1 & 1 \\ 1 & 0 & 1 \\ -1 & 1 & 0 \end{pmatrix}$, $\mathbf{D} = \begin{pmatrix} -1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 2 \end{pmatrix}$ | B1B1 | Columns can be in any order but must match |
| $\det \mathbf{P} = 2$ | B1 | |
| $\mathbf{P}^{-1} = \frac{1}{2}\begin{pmatrix} -1 & 1 & -1 \\ -1 & 1 & 1 \\ 1 & 1 & 1 \end{pmatrix}$ | M1A1 | Adj $\div$ Det; no working for $\frac{1}{3}$; row operations M1A1A1 (3 errors) |
| $\mathbf{A} = \mathbf{PDP}^{-1}$ | M1 | |
| $\mathbf{A} = \begin{pmatrix} 0 & -1 & 2 \\ -1 & 0 & 2 \\ 1 & 1 & 0 \end{pmatrix} \cdot \frac{1}{2}\begin{pmatrix} -1 & 1 & -1 \\ -1 & 1 & 1 \\ 1 & 1 & 1 \end{pmatrix}$ | M1A1 | |
| $= \begin{pmatrix} 1.5 & 0.5 & 0.5 \\ 1.5 & 0.5 & 1.5 \\ -1 & 1 & 0 \end{pmatrix}$ | A1 | **Part mark: 9** |

### Part (ii)

| Answer/Working | Marks | Guidance |
|---|---|---|
| $\mathbf{A}^{2n} = \mathbf{PD}^{2n}\mathbf{P}^{-1}$ | M1 | |
| $= \frac{1}{2}\begin{pmatrix} 0 & -1 & 1 \\ 1 & 0 & 1 \\ -1 & 1 & 0 \end{pmatrix}\begin{pmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 2^{2n} \end{pmatrix}\begin{pmatrix} -1 & 1 & -1 \\ -1 & 1 & 1 \\ 1 & 1 & 1 \end{pmatrix}$ | A1 | |
| $= \frac{1}{2}\begin{pmatrix} 0 & -1 & 2^{2n} \\ 1 & 0 & 2^{2n} \\ -1 & 1 & 0 \end{pmatrix}\begin{pmatrix} -1 & 1 & -1 \\ -1 & 1 & 1 \\ 1 & 1 & 1 \end{pmatrix}$ | M1A1 | |
| $= \frac{1}{2}\begin{pmatrix} 2^{2n}+1 & 2^{2n}-1 & 2^{2n}-1 \\ 2^{2n}-1 & 2^{2n}+1 & 2^{2n}-1 \\ 0 & 0 & 2 \end{pmatrix}$ | A1 | **Part mark: 5** |

**Total: [14]**

---

## EITHER (Alternative Method)

### Part (i)

| Answer/Working | Marks | Guidance |
|---|---|---|
| Using $\mathbf{Ae} = \lambda\mathbf{e}$ three times to form 3 sets of linear equations | M1A1 | |
| $b-c=0$, $e-f=-1$, $h-j=1$ | | |
| $-a+c=-1$, $-d+f=0$, $-g+j=1$ | | |
| $a+b=2$, $d+e=2$, $g+h=0$ | | |
| Solves one set, then other two sets | M1 | |
| $\mathbf{A} = \begin{pmatrix} 1.5 & 0.5 & 0.5 \\ 1.5 & 0.5 & 1.5 \\ -1 & 1 & 0 \end{pmatrix}$ | A1 | **Part mark: 4** |

### Part (ii)

| Answer/Working | Marks | Guidance |
|---|---|---|
| $\mathbf{P}$ and $\mathbf{D}$ as above | B1B1 | |
| $\mathbf{P}^{-1} = \frac{1}{2}\begin{pmatrix} -1 & 1 & -1 \\ -1 & 1 & 1 \\ 1 & 1 & 1 \end{pmatrix}$ | B1, M1A1 | **Part mark: 5** |
| $\mathbf{A}^{2n} = \mathbf{PD}^{2n}\mathbf{P}^{-1}$ | M1 | |
| Full multiplication as above | A1, M1A1 | |
| $= \frac{1}{2}\begin{pmatrix} 2^{2n}+1 & 2^{2n}-1 & 2^{2n}-1 \\ 2^{2n}-1 & 2^{2n}+1 & 2^{2n}-1 \\ 0 & 0 & 2 \end{pmatrix}$ | A1 | **Part mark: 5** |

**Total: [14]**

---

## OR (Third Method)

### Part 1

| Answer/Working | Marks | Guidance |
|---|---|---|
| $\begin{pmatrix} 1 & -1 & -1 & 1 \\ 2 & -1 & -4 & 3 \\ 3 & -3 & -2 & 2 \\ 5 & -4 & -6 & 5 \end{pmatrix} \rightarrow \begin{pmatrix} 1 & -1 & -1 & 1 \\ 0 & 1 & -2 & 1 \\ 0 & 0 & 1 & -1 \\ 0 & 0 & 0 & 0 \end{pmatrix}$ | M1A1 | Reduces to echelon form |
| $r(\mathbf{A}) = 4 - 1 = 3$ | A1 | **Part mark: 3** |
| $x - y - z + t = 0$, $y - 2z + t = 0$, $z - t = 0$ | M1 | |
| $\Rightarrow t = \lambda,\ z = \lambda,\ y = \lambda,\ x = \lambda$ | | |
| Basis of null space is $\left\{\begin{pmatrix}1\\1\\1\\1\end{pmatrix}\right\}$ | A1 | |
| $\left\{\mathbf{Ax} = \begin{pmatrix}p\\q\\r\\0\end{pmatrix}\right\} \Rightarrow \mathbf{x} = \begin{pmatrix}p\\q\\r\\0\end{pmatrix} + \lambda\begin{pmatrix}1\\1\\1\\1\end{pmatrix}$ (AG) | M1A1 | **Part mark: 4** |
| $p - q - r = 3$, $2p - q - 4r = 7$, $3p - 3q - 2r = 8$ | M1 | |
| $p = 1,\ q = -1,\ r = -1$ | A1, A1 | B2 all correct; B1 two correct with no working. **Part mark: 3** |
| $\alpha^2 + \beta^2 + \gamma^2 + \delta^2 = \frac{11}{4} \Rightarrow 4\lambda^2 - 2\lambda + \frac{1}{4} = 0$ | M1A1 | |
| $\Rightarrow \left(2\lambda - \frac{1}{2}\right)^2 = 0 \Rightarrow \lambda = \frac{1}{4} \Rightarrow \mathbf{x} = \begin{pmatrix}1.25\\-0.75\\-0.75\\0.25\end{pmatrix}$ | M1A1 | **Part mark: 4** |

**Total: [14]**

---

## OR (Alternative for 2nd part)

| Answer/Working | Marks | Guidance |
|---|---|---|
| Writes $\mathbf{x} = \begin{pmatrix}x_1\\x_2\\x_3\\x_4\end{pmatrix}$ and forms equations from $\mathbf{Ax} = p\begin{pmatrix}1\\2\\3\\5\end{pmatrix} + q\begin{pmatrix}-1\\-1\\-3\\-4\end{pmatrix} + r\begin{pmatrix}-1\\-4\\-2\\-6\end{pmatrix}$ | M1A1 | |
| $x_1 - x_2 - x_3 + x_4 = p - q - r$ etc. | M1 | |
| Obtains $x_1 = x_4 + p$, $x_2 = x_4 + q$, $x_3 = x_4 + r$ | A1 | |
| Sets $x_4 = \lambda$: $\mathbf{x} = \begin{pmatrix}p+\lambda\\q+\lambda\\r+\lambda\\\lambda\end{pmatrix}$ | | Those who verify only get M1A1 (2/4) |
Determine the rank of the matrix

$$\mathbf { A } = \left( \begin{array} { l l l l } 
1 & - 1 & - 1 & 1 \\
2 & - 1 & - 4 & 3 \\
3 & - 3 & - 2 & 2 \\
5 & - 4 & - 6 & 5
\end{array} \right)$$

Show that if

$$\mathbf { A x } = p \left( \begin{array} { l } 
1 \\
2 \\
3 \\
5
\end{array} \right) + q \left( \begin{array} { l } 
- 1 \\
- 1 \\
- 3 \\
- 4
\end{array} \right) + r \left( \begin{array} { l } 
- 1 \\
- 4 \\
- 2 \\
- 6
\end{array} \right)$$

where $p , q$ and $r$ are given real numbers, then

$$\mathbf { x } = \left( \begin{array} { c } 
p + \lambda \\
q + \lambda \\
r + \lambda \\
\lambda
\end{array} \right) ,$$

where $\lambda$ is real.

Find the values of $p , q$ and $r$ such that

$$p \left( \begin{array} { l } 
1 \\
2 \\
3 \\
5
\end{array} \right) + q \left( \begin{array} { l } 
- 1 \\
- 1 \\
- 3 \\
- 4
\end{array} \right) + r \left( \begin{array} { l } 
- 1 \\
- 4 \\
- 2 \\
- 6
\end{array} \right) = \left( \begin{array} { r } 
3 \\
7 \\
8 \\
15
\end{array} \right) .$$

Find the solution $\mathbf { x } = \left( \begin{array} { l } \alpha \\ \beta \\ \gamma \\ \delta \end{array} \right)$ of the equation $\mathbf { A } \mathbf { x } = \left( \begin{array} { r } 3 \\ 7 \\ 8 \\ 15 \end{array} \right)$ for which $\alpha ^ { 2 } + \beta ^ { 2 } + \gamma ^ { 2 } + \delta ^ { 2 } = \frac { 11 } { 4 }$.

\hfill \mbox{\textit{CAIE FP1 2011 Q11 OR}}