IB Mathematics AHL 1.15 Eigenvalues and eigenvectors AI HL Paper 1- Exam Style Questions- New Syllabus
A system of differential equations is \(\frac{dx}{dt} = ax + by\), \(\frac{dy}{dt} = cx + dy\), with eigenvalues \(\lambda = -1\) and \(\lambda = 2\), and eigenvectors \(\binom{3}{1}\) and \(\binom{1}{3}\). The phase portrait for \(x, y \geq 0\) shows lines through \((0, 0)\) parallel to the eigenvectors.
a) On the phase portrait:
(i) Show the direction of motion along the eigenvectors.
(ii) Sketch one trajectory in each of the three regions.
Species \(X\) and \(Y\) have populations \(x = 252\), \(y = 60\). To prevent \(Y\) from going extinct, more \(Y\) animals are added.
b) Find the minimum number of new \(Y\) animals to add so the population does not reduce to 0 over time.
▶️ Answer/Explanation
a) (i) For \(\lambda = -1\), eigenvector \(\binom{3}{1}\): motion toward origin along \(y = \frac{1}{3}x\).
For \(\lambda = 2\), eigenvector \(\binom{1}{3}\): motion away from origin along \(y = 3x\). [2]
(ii) General solution: \( \begin{pmatrix} x(t) \\ y(t) \end{pmatrix} = c_1 e^{-t} \begin{pmatrix} 3 \\ 1 \end{pmatrix} + c_2 e^{2t} \begin{pmatrix} 1 \\ 3 \end{pmatrix} \).
Region I (\(y > 3x\)): Trajectory from third quadrant, crosses first quadrant, diverges along \(y = 3x\).
Region II (\(3x > y > \frac{1}{3}x\)): Trajectory approaches origin along \(y = \frac{1}{3}x\), diverges along \(y = 3x\).
Region III (\(y < \frac{1}{3}x\)): Trajectory approaches origin along \(y = \frac{1}{3}x\), diverges to third quadrant along \(y = 3x\). [3]
b) Initial: \( (252, 60 + \delta) \). Solve: \( 3c_1 + c_2 = 252 \), \( c_1 + 3c_2 = 60 + \delta \).
Gives: \( c_1 = \frac{696 – \delta}{8} \), \( c_2 = \frac{3\delta – 72}{8} \).
\( y(t) = \frac{696 – \delta}{8} e^{-t} + \frac{9\delta – 216}{8} e^{2t} \).
For \( y(t) \geq 0 \) as \( t \to \infty \), need \( 9\delta – 216 > 0 \implies \delta > 24 \). Minimum integer: \(\delta = 25\). [4]