Challenging +1.2 This is a multi-part linear algebra question requiring understanding of range space, dimension, and basis concepts. While it involves 4×4 matrices and requires row reduction to find when rank < 4, the techniques are standard FP1 material. The steps are clearly signposted (show α≠1, verify basis, find condition), making it more procedural than insightful. Slightly above average difficulty due to the abstract nature of range spaces and the computational work with 4×4 matrices, but well within reach for a prepared FP1 student.
6 The linear transformation \(\mathrm { T } : \mathbb { R } ^ { 4 } \rightarrow \mathbb { R } ^ { 4 }\) is represented by the matrix \(\mathbf { A }\), where
$$\mathbf { A } = \left( \begin{array} { r r r r }
1 & 2 & - 1 & \alpha \\
2 & 3 & - 1 & 0 \\
2 & 1 & 2 & - 2 \\
0 & 1 & - 3 & - 2
\end{array} \right)$$
Given that the dimension of the range space of T is 4 , show that \(\alpha \neq 1\).
It is now given that \(\alpha = 1\). Show that the vectors
$$\left( \begin{array} { l }
1 \\
2 \\
2 \\
0
\end{array} \right) , \quad \left( \begin{array} { l }
2 \\
3 \\
1 \\
1
\end{array} \right) \quad \text { and } \quad \left( \begin{array} { r }
- 1 \\
- 1 \\
2 \\
- 3
\end{array} \right)$$
form a basis for the range space of T .
Given also that the vector \(\left( \begin{array} { c } p \\ 1 \\ 1 \\ q \end{array} \right)\) is in the range space of T , find a condition satisfied by \(p\) and \(q\).
6 The linear transformation $\mathrm { T } : \mathbb { R } ^ { 4 } \rightarrow \mathbb { R } ^ { 4 }$ is represented by the matrix $\mathbf { A }$, where
$$\mathbf { A } = \left( \begin{array} { r r r r }
1 & 2 & - 1 & \alpha \\
2 & 3 & - 1 & 0 \\
2 & 1 & 2 & - 2 \\
0 & 1 & - 3 & - 2
\end{array} \right)$$
Given that the dimension of the range space of T is 4 , show that $\alpha \neq 1$.
It is now given that $\alpha = 1$. Show that the vectors
$$\left( \begin{array} { l }
1 \\
2 \\
2 \\
0
\end{array} \right) , \quad \left( \begin{array} { l }
2 \\
3 \\
1 \\
1
\end{array} \right) \quad \text { and } \quad \left( \begin{array} { r }
- 1 \\
- 1 \\
2 \\
- 3
\end{array} \right)$$
form a basis for the range space of T .
Given also that the vector $\left( \begin{array} { c } p \\ 1 \\ 1 \\ q \end{array} \right)$ is in the range space of T , find a condition satisfied by $p$ and $q$.
\hfill \mbox{\textit{CAIE FP1 2010 Q6 [8]}}