CAIE FP1 2010 June — Question 12 OR

Exam BoardCAIE
ModuleFP1 (Further Pure Mathematics 1)
Year2010
SessionJune
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
Topic3x3 Matrices
TypeRange space basis and dimension
DifficultyChallenging +1.2 This is a structured multi-part linear algebra question requiring row reduction to find rank/dimension, basis extraction, verification of vector membership, and application of null space properties. While it involves several steps and concepts (rank-nullity, range space, null space, general solutions), each part is methodical and follows standard procedures taught in Further Maths. The question guides students through the process with clear sub-parts, making it more accessible than questions requiring independent problem-solving or novel insights. It's moderately above average difficulty due to the 4×4 matrix computation and multiple interconnected parts, but remains a standard Further Pure 1 examination question.
Spec4.03r Solve simultaneous equations: using inverse matrix4.03s Consistent/inconsistent: systems of equations

The linear transformation \(\mathrm { T } : \mathbb { R } ^ { 4 } \rightarrow \mathbb { R } ^ { 4 }\) is represented by the matrix \(\mathbf { M } = \left( \begin{array} { r r r r } 1 & 1 & 5 & 7 \\ 3 & 9 & 17 & 25 \\ 1 & 7 & 7 & 11 \\ 3 & 6 & 16 & 23 \end{array} \right)\).
  1. In either order,
    1. show that the dimension of \(R\), the range space of T , is equal to 2 ,
    2. obtain a basis for \(R\).
    3. Show that the vector \(\left( \begin{array} { r } 1 \\ - 15 \\ - 17 \\ - 6 \end{array} \right)\) belongs to \(R\).
    4. It is given that \(\left\{ \mathbf { e } _ { 1 } , \mathbf { e } _ { 2 } \right\}\) is a basis for the null space of T , where \(\mathbf { e } _ { 1 } = \left( \begin{array} { r } 14 \\ 1 \\ - 3 \\ 0 \end{array} \right)\) and \(\mathbf { e } _ { 2 } = \left( \begin{array} { r } 19 \\ 2 \\ 0 \\ - 3 \end{array} \right)\). Show that, for all \(\lambda\) and \(\mu\), $$\mathbf { x } = \left( \begin{array} { r } 4 \\ - 3 \\ 0 \\ 0 \end{array} \right) + \lambda \mathbf { e } _ { 1 } + \mu \mathbf { e } _ { 2 }$$ is a solution of $$\mathbf { M x } = \left( \begin{array} { r } 1 \\ - 15 \\ - 17 \\ - 6 \end{array} \right)$$
    5. Hence find a solution of \(( * )\) of the form \(\left( \begin{array} { c } \alpha \\ 0 \\ \gamma \\ \delta \end{array} \right)\).

The linear transformation $\mathrm { T } : \mathbb { R } ^ { 4 } \rightarrow \mathbb { R } ^ { 4 }$ is represented by the matrix $\mathbf { M } = \left( \begin{array} { r r r r } 1 & 1 & 5 & 7 \\ 3 & 9 & 17 & 25 \\ 1 & 7 & 7 & 11 \\ 3 & 6 & 16 & 23 \end{array} \right)$.\\
(i) In either order,
\begin{enumerate}[label=(\alph*)]
\item show that the dimension of $R$, the range space of T , is equal to 2 ,
\item obtain a basis for $R$.\\
(ii) Show that the vector $\left( \begin{array} { r } 1 \\ - 15 \\ - 17 \\ - 6 \end{array} \right)$ belongs to $R$.\\
(iii) It is given that $\left\{ \mathbf { e } _ { 1 } , \mathbf { e } _ { 2 } \right\}$ is a basis for the null space of T , where $\mathbf { e } _ { 1 } = \left( \begin{array} { r } 14 \\ 1 \\ - 3 \\ 0 \end{array} \right)$ and $\mathbf { e } _ { 2 } = \left( \begin{array} { r } 19 \\ 2 \\ 0 \\ - 3 \end{array} \right)$. Show that, for all $\lambda$ and $\mu$,

$$\mathbf { x } = \left( \begin{array} { r } 
4 \\
- 3 \\
0 \\
0
\end{array} \right) + \lambda \mathbf { e } _ { 1 } + \mu \mathbf { e } _ { 2 }$$

is a solution of

$$\mathbf { M x } = \left( \begin{array} { r } 
1 \\
- 15 \\
- 17 \\
- 6
\end{array} \right)$$

(iv) Hence find a solution of $( * )$ of the form $\left( \begin{array} { c } \alpha \\ 0 \\ \gamma \\ \delta \end{array} \right)$.
\end{enumerate}

\hfill \mbox{\textit{CAIE FP1 2010 Q12 OR}}