CAIE FP1 2016 June — Question 10 12 marks

Exam BoardCAIE
ModuleFP1 (Further Pure Mathematics 1)
Year2016
SessionJune
Marks12
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicInvariant lines and eigenvalues and vectors
TypeFind P and D for A = PDP⁻¹
DifficultyStandard +0.8 This is a Further Maths FP1 question on diagonalization requiring students to identify eigenvalues from an upper triangular matrix (straightforward), find eigenvectors by solving systems, construct P and D matrices, and apply the diagonalization to find A^n. While systematic, it requires multiple techniques and careful matrix algebra across several steps, placing it moderately above average difficulty.
Spec4.03a Matrix language: terminology and notation4.03b Matrix operations: addition, multiplication, scalar4.03c Matrix multiplication: properties (associative, not commutative)

10 Write down the eigenvalues of the matrix \(\mathbf { A }\), where $$\mathbf { A } = \left( \begin{array} { r r r } - 2 & 1 & - 1 \\ 0 & - 1 & 2 \\ 0 & 0 & 1 \end{array} \right)$$ and find corresponding eigenvectors. Find a matrix \(\mathbf { P }\) and a diagonal matrix \(\mathbf { D }\) such that \(\mathbf { P } ^ { - 1 } \mathbf { A P } = \mathbf { D }\), and hence find the matrix \(\mathbf { A } ^ { n }\), where \(n\) is a positive integer.
[0pt] [Question 11 is printed on the next page.]

Question 10:
AnswerMarks Guidance
Answer/WorkingMarks Guidance
Eigenvalues are: \(-2, -1, 1\)B1
Eigenvectors are: \(\begin{pmatrix}1\\0\\0\end{pmatrix}, \begin{pmatrix}1\\1\\0\end{pmatrix}, \begin{pmatrix}0\\1\\1\end{pmatrix}\) (oe)M1A1, A1 [4]
\(\mathbf{P} = \begin{pmatrix}1&1&0\\0&1&1\\0&0&1\end{pmatrix}, \mathbf{D} = \begin{pmatrix}-2&0&0\\0&-1&0\\0&0&1\end{pmatrix}\) or equivalent in correct orderB1\(\checkmark\) B1\(\checkmark\)
\(\mathbf{P}^{-1} = \begin{pmatrix}1&-1&1\\0&1&-1\\0&0&1\end{pmatrix}\)M1A1
\((\mathbf{P}^{-1}\mathbf{A}\mathbf{P})^n = \mathbf{P}^{-1}\mathbf{A}^n\mathbf{P} = \mathbf{D}^n\)
\(\Rightarrow \mathbf{A}^n = \begin{pmatrix}1&1&0\\0&1&1\\0&0&1\end{pmatrix}\begin{pmatrix}(-2)^n&0&0\\0&(-1)^n&0\\0&0&1\end{pmatrix}\begin{pmatrix}1&-1&1\\0&1&-1\\0&0&1\end{pmatrix}\)M1A1 Accept \(\mathbf{PD}^n\mathbf{P}^{-1}\) here
\(\mathbf{A}^n = \begin{pmatrix}1&1&0\\0&1&1\\0&0&1\end{pmatrix}\begin{pmatrix}(-2)^n & -(-2)^n & (-2)^n \\ 0 & (-1)^n & (-1)^{n+1} \\ 0 & 0 & 1\end{pmatrix}\)M1
\(= \begin{pmatrix}(-2)^n & -(-2)^n+(-1)^n & (-2)^n+(-1)^{n+1} \\ 0 & (-1)^n & (-1)^{n+1}+1 \\ 0 & 0 & 1\end{pmatrix}\)A1 [8]
# Question 10:

| Answer/Working | Marks | Guidance |
|---|---|---|
| Eigenvalues are: $-2, -1, 1$ | B1 | |
| Eigenvectors are: $\begin{pmatrix}1\\0\\0\end{pmatrix}, \begin{pmatrix}1\\1\\0\end{pmatrix}, \begin{pmatrix}0\\1\\1\end{pmatrix}$ (oe) | M1A1, A1 [4] | |
| $\mathbf{P} = \begin{pmatrix}1&1&0\\0&1&1\\0&0&1\end{pmatrix}, \mathbf{D} = \begin{pmatrix}-2&0&0\\0&-1&0\\0&0&1\end{pmatrix}$ or equivalent in correct order | B1$\checkmark$ B1$\checkmark$ | |
| $\mathbf{P}^{-1} = \begin{pmatrix}1&-1&1\\0&1&-1\\0&0&1\end{pmatrix}$ | M1A1 | |
| $(\mathbf{P}^{-1}\mathbf{A}\mathbf{P})^n = \mathbf{P}^{-1}\mathbf{A}^n\mathbf{P} = \mathbf{D}^n$ | | |
| $\Rightarrow \mathbf{A}^n = \begin{pmatrix}1&1&0\\0&1&1\\0&0&1\end{pmatrix}\begin{pmatrix}(-2)^n&0&0\\0&(-1)^n&0\\0&0&1\end{pmatrix}\begin{pmatrix}1&-1&1\\0&1&-1\\0&0&1\end{pmatrix}$ | M1A1 | Accept $\mathbf{PD}^n\mathbf{P}^{-1}$ here |
| $\mathbf{A}^n = \begin{pmatrix}1&1&0\\0&1&1\\0&0&1\end{pmatrix}\begin{pmatrix}(-2)^n & -(-2)^n & (-2)^n \\ 0 & (-1)^n & (-1)^{n+1} \\ 0 & 0 & 1\end{pmatrix}$ | M1 | |
| $= \begin{pmatrix}(-2)^n & -(-2)^n+(-1)^n & (-2)^n+(-1)^{n+1} \\ 0 & (-1)^n & (-1)^{n+1}+1 \\ 0 & 0 & 1\end{pmatrix}$ | A1 [8] | |

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10 Write down the eigenvalues of the matrix $\mathbf { A }$, where

$$\mathbf { A } = \left( \begin{array} { r r r } 
- 2 & 1 & - 1 \\
0 & - 1 & 2 \\
0 & 0 & 1
\end{array} \right)$$

and find corresponding eigenvectors.

Find a matrix $\mathbf { P }$ and a diagonal matrix $\mathbf { D }$ such that $\mathbf { P } ^ { - 1 } \mathbf { A P } = \mathbf { D }$, and hence find the matrix $\mathbf { A } ^ { n }$, where $n$ is a positive integer.\\[0pt]
[Question 11 is printed on the next page.]

\hfill \mbox{\textit{CAIE FP1 2016 Q10 [12]}}