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 \(\alpha ^ { 2 } + \beta ^ { 2 } + \gamma ^ { 2 } + \delta ^ { 2 } = \frac { 11 } { 4 }\).
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Question 11:
EITHER (First Method)
Part (i)
Answer Marks
Guidance
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 Marks
Guidance
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 Marks
Guidance
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 Marks
Guidance
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 Marks
Guidance
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 Marks
Guidance
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)
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# 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) |
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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}}