CAIE FP1 2007 November — Question 10 10 marks

Exam BoardCAIE
ModuleFP1 (Further Pure Mathematics 1)
Year2007
SessionNovember
Marks10
PaperDownload PDF ↗
TopicGroups
DifficultyChallenging +1.2 This is a linear algebra question on vector spaces requiring understanding of span, basis, dimension, and closure properties. While it involves multiple parts and some conceptual understanding (e.g., why a union isn't necessarily a subspace), the techniques are standard for Further Maths: checking linear independence, finding intersections of spans, verifying subspace axioms, and solving systems of linear equations. The calculations are straightforward and the concepts, though abstract, are core syllabus material presented in a routine way.
Spec4.03h Determinant 2x2: calculation4.03j Determinant 3x3: calculation4.03l Singular/non-singular matrices

10 The vectors \(\mathbf { b } _ { 1 } , \mathbf { b } _ { 2 } , \mathbf { b } _ { 3 } , \mathbf { b } _ { 4 }\) are defined as follows: $$\mathbf { b } _ { 1 } = \left( \begin{array} { c } 1 \\ 0 \\ 0 \\ 0 \end{array} \right) , \quad \mathbf { b } _ { 2 } = \left( \begin{array} { c } 1 \\ 1 \\ 0 \\ 0 \end{array} \right) , \quad \mathbf { b } _ { 3 } = \left( \begin{array} { c } 1 \\ 1 \\ 1 \\ 0 \end{array} \right) , \quad \mathbf { b } _ { 4 } = \left( \begin{array} { c } 1 \\ 1 \\ 1 \\ 1 \end{array} \right) .$$ The linear space spanned by \(\mathbf { b } _ { 1 } , \mathbf { b } _ { 2 } , \mathbf { b } _ { 3 }\) is denoted by \(V _ { 1 }\) and the linear space spanned by \(\mathbf { b } _ { 1 } , \mathbf { b } _ { 2 } , \mathbf { b } _ { 4 }\) is denoted by \(V _ { 2 }\).
  1. Give a reason why \(V _ { 1 } \cup V _ { 2 }\) is not a linear space.
  2. State the dimension of the linear space \(V _ { 1 } \cap V _ { 2 }\) and write down a basis. Consider now the set \(V _ { 3 }\) of all vectors of the form \(q \mathbf { b } _ { 2 } + r \mathbf { b } _ { 3 } + s \mathbf { b } _ { 4 }\), where \(q , r , s\) are real numbers. Show that \(V _ { 3 }\) is a linear space, and show also that it has dimension 3 . Determine whether each of the vectors $$\left( \begin{array} { l } 4 \\ 4 \\ 2 \\ 5 \end{array} \right) \quad \text { and } \quad \left( \begin{array} { l } 5 \\ 4 \\ 2 \\ 5 \end{array} \right)$$ belongs to \(V _ { 3 }\) and justify your conclusions.

10 The vectors $\mathbf { b } _ { 1 } , \mathbf { b } _ { 2 } , \mathbf { b } _ { 3 } , \mathbf { b } _ { 4 }$ are defined as follows:

$$\mathbf { b } _ { 1 } = \left( \begin{array} { c } 
1 \\
0 \\
0 \\
0
\end{array} \right) , \quad \mathbf { b } _ { 2 } = \left( \begin{array} { c } 
1 \\
1 \\
0 \\
0
\end{array} \right) , \quad \mathbf { b } _ { 3 } = \left( \begin{array} { c } 
1 \\
1 \\
1 \\
0
\end{array} \right) , \quad \mathbf { b } _ { 4 } = \left( \begin{array} { c } 
1 \\
1 \\
1 \\
1
\end{array} \right) .$$

The linear space spanned by $\mathbf { b } _ { 1 } , \mathbf { b } _ { 2 } , \mathbf { b } _ { 3 }$ is denoted by $V _ { 1 }$ and the linear space spanned by $\mathbf { b } _ { 1 } , \mathbf { b } _ { 2 } , \mathbf { b } _ { 4 }$ is denoted by $V _ { 2 }$.\\
(i) Give a reason why $V _ { 1 } \cup V _ { 2 }$ is not a linear space.\\
(ii) State the dimension of the linear space $V _ { 1 } \cap V _ { 2 }$ and write down a basis.

Consider now the set $V _ { 3 }$ of all vectors of the form $q \mathbf { b } _ { 2 } + r \mathbf { b } _ { 3 } + s \mathbf { b } _ { 4 }$, where $q , r , s$ are real numbers. Show that $V _ { 3 }$ is a linear space, and show also that it has dimension 3 .

Determine whether each of the vectors

$$\left( \begin{array} { l } 
4 \\
4 \\
2 \\
5
\end{array} \right) \quad \text { and } \quad \left( \begin{array} { l } 
5 \\
4 \\
2 \\
5
\end{array} \right)$$

belongs to $V _ { 3 }$ and justify your conclusions.

\hfill \mbox{\textit{CAIE FP1 2007 Q10 [10]}}