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2026 Cambridge IAL Mathematics - Further (9231) 模擬試題連答案詳解

Thinka Jun 2026 (V3) Cambridge International A Level-Style Mock — Mathematics - Further (9231)

250 分420 分鐘2026
An original Thinka practice paper modelled on the structure and difficulty of the Jun 2026 (V3) Cambridge International A Level Mathematics - Further (9231) paper. Not affiliated with or reproduced from Cambridge.

卷一: Further Pure Mathematics 1

Answer all 7 questions. Show all necessary working. Non-exact numerical answers should be correct to 3 significant figures unless specified.
7 題目 · 75 分
題目 1 · short_answer
8 分
The cubic equation \(x^3 - 3x^2 + 5x - 2 = 0\) has roots \(\alpha, \beta, \gamma\).

(a) Show that \(\alpha^2 + \beta^2 + \gamma^2 = -1\). [2]

(b) Find the value of \(\alpha^3 + \beta^3 + \gamma^3\). [2]

(c) Find a cubic equation with integer coefficients whose roots are \(\alpha^2, \beta^2, \gamma^2\). [4]
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解題

(a) From the relations between roots and coefficients for \(x^3 - 3x^2 + 5x - 2 = 0\):
\(\sum \alpha = \alpha + \beta + \gamma = 3\)
\(\sum \alpha\beta = \alpha\beta + \beta\gamma + \gamma\alpha = 5\)
\(\alpha\beta\gamma = 2\)

Then:
\(\alpha^2 + \beta^2 + \gamma^2 = (\alpha + \beta + \gamma)^2 - 2(\alpha\beta + \beta\gamma + \gamma\alpha) = 3^2 - 2(5) = 9 - 10 = -1\).

(b) Since \(\alpha, \beta, \gamma\) satisfy \(x^3 = 3x^2 - 5x + 2\), summing over the roots gives:
\(\sum \alpha^3 = 3\sum \alpha^2 - 5\sum \alpha + \sum 2\)
\(\sum \alpha^3 = 3(-1) - 5(3) + 2(3) = -3 - 15 + 6 = -12\).

(c) Let \(y = x^2\). Rearrange the original equation as:
\(x^3 + 5x = 3x^2 + 2\)
\(x(x^2 + 5) = 3x^2 + 2\)

Squaring both sides:
\(x^2(x^2 + 5)^2 = (3x^2 + 2)^2\)
Substitute \(y = x^2\):
\(y(y + 5)^2 = (3y + 2)^2\)
\(y(y^2 + 10y + 25) = 9y^2 + 12y + 4\)
\(y^3 + 10y^2 + 25y = 9y^2 + 12y + 4\)
\(y^3 + y^2 + 13y - 4 = 0\).

評分準則

(a)
- M1: Use of \(\sum \alpha^2 = (\sum \alpha)^2 - 2\sum \alpha\beta\) with correct values 3 and 5 substituted.
- A1: Obtains \(-1\) correctly.

(b)
- M1: Set up the sum of cubes using the original equation or identity \(\sum \alpha^3 = (\sum \alpha)(\sum \alpha^2 - \sum \alpha\beta) + 3\alpha\beta\gamma\).
- A1: Obtains \(-12\).

(c)
- M1: Rearrange the original equation into form \(x(x^2 + 5) = 3x^2 + 2\) or use substitution \(x = \sqrt{y}\).
- M1: Square both sides correctly to eliminate odd powers of \(x\).
- A1: Correct expanded expression in \(y\).
- A1: Final cubic equation \(y^3 + y^2 + 13y - 4 = 0\) (or in any variable, must include \(=0\)).
題目 2 · short_answer
8 分
The curve \(C\) has polar equation \(r = 2 + 2\cos\theta\) for \(-\pi \leqslant \theta \leqslant \pi\).

(a) Sketch \(C\), stating the polar coordinates of the points where the curve intersects the initial line and the pole. [3]

(b) Find the exact area of the region enclosed by \(C\). [5]
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解題

(a) The curve is a cardioid symmetric about the initial line \(\theta = 0\).
- At \(\theta = 0\), \(r = 2 + 2(1) = 4\), so the point is \((4, 0)\).
- At \(\theta = \pi\) and \(\theta = -\pi\), \(r = 2 + 2(-1) = 0\), which is the pole \((0, \pi)\) or \(O\).
- At \(\theta = \pm \frac{\pi}{2}\), \(r = 2\).
The sketch is a heart-shaped cardioid with cusp at the pole pointing to the left along the line \(\theta = \pi\), passing through \((4, 0)\) and \((2, \pm\frac{\pi}{2})\).

(b) The area \(A\) is given by:
\(A = \frac{1}{2} \int_{-\pi}^{\pi} r^2 \, \mathrm{d}\theta = \int_0^{\pi} r^2 \, \mathrm{d}\theta\)

\(r^2 = (2 + 2\cos\theta)^2 = 4 + 8\cos\theta + 4\cos^2\theta\)
Using the identity \(\cos^2\theta = \frac{1 + \cos 2\theta}{2}\):
\(r^2 = 4 + 8\cos\theta + 2(1 + \cos 2\theta) = 6 + 8\cos\theta + 2\cos 2\theta\)

Now evaluate the integral:
\(A = \int_0^{\pi} (6 + 8\cos\theta + 2\cos 2\theta) \, \mathrm{d}\theta\)
\(A = \left[ 6\theta + 8\sin\theta + \sin 2\theta \right]_0^{\pi}\)
\(A = (6\pi + 0 + 0) - (0 + 0 + 0) = 6\pi\).

評分準則

(a)
- B1: Correct heart-shaped cardioid sketch with symmetry about the initial line and cusp at the pole.
- B1: Indicates intercept \((4, 0)\) on the initial line.
- B1: Identifies the pole \(r = 0\) at \(\theta = \pm\pi\).

(b)
- M1: Uses \(A = \frac{1}{2} \int r^2 \, \mathrm{d}\theta\) with correct limits.
- M1: Expands \((2 + 2\cos\theta)^2\) and applies the double angle identity \(\cos^2\theta = \frac{1}{2}(1 + \cos 2\theta)\).
- A1: Correct integrand \(6 + 8\cos\theta + 2\cos 2\theta\) (or equivalent with \(\frac{1}{2}\) factor).
- M1: Integrates to obtain \(6\theta + 8\sin\theta + \sin 2\theta\).
- A1: Correct exact area \(6\pi\).
題目 3 · short_answer
8 分
The line \(l\) has vector equation \(\mathbf{r} = \begin{pmatrix} 1 \\ -2 \\ 3 \end{pmatrix} + \lambda \begin{pmatrix} 2 \\ 1 \\ -1 \end{pmatrix}\).
The plane \(\Pi_1\) has Cartesian equation \(x + 2y + 4z = 19\).

(a) Find the position vector of the point of intersection of \(l\) and \(\Pi_1\). [3]

(b) The plane \(\Pi_2\) contains the line \(l\) and is perpendicular to the plane \(\Pi_1\). Find an equation for \(\Pi_2\) in the form \(\mathbf{r} \cdot \mathbf{n} = d\). [5]
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解題

(a) A general point on \(l\) is \(\begin{pmatrix} 1 + 2\lambda \\ -2 + \lambda \\ 3 - \lambda \end{pmatrix}\).
Substitute into the equation of \(\Pi_1\):
\((1 + 2\lambda) + 2(-2 + \lambda) + 4(3 - \lambda) = 19\)
\(1 + 2\lambda - 4 + 2\lambda + 12 - 4\lambda = 19\)
\(9 = 19\), which gives no solution? Let's recheck:
\(1 - 4 + 12 + (2 + 2 - 4)\lambda = 9 + 0\lambda = 9 \neq 19\).
Since the scalar product of the direction vector \(\mathbf{d} = \begin{pmatrix} 2 \\ 1 \\ -1 \end{pmatrix}\) and normal \(\mathbf{n}_1 = \begin{pmatrix} 1 \\ 2 \\ 4 \end{pmatrix}\) is \(2(1) + 1(2) + (-1)(4) = 0\), the line \(l\) is parallel to the plane \(\Pi_1\).

Let's modify the line or plane so they intersect:
Take \(\Pi_1\): \(3x + 2y + z = 13\).
Then: \(3(1 + 2\lambda) + 2(-2 + \lambda) + (3 - \lambda) = 13\)
\(3 + 6\lambda - 4 + 2\lambda + 3 - \lambda = 13\)
\(2 + 7\lambda = 13 \implies 7\lambda = 11 \implies \lambda = \frac{11}{7}\).

Let's choose cleaner numbers:
Line \(l\): \(\mathbf{r} = \begin{pmatrix} 1 \\ -1 \\ 2 \end{pmatrix} + \lambda \begin{pmatrix} 1 \\ 2 \\ -1 \end{pmatrix}\).
Plane \(\Pi_1\): \(2x - y + 3z = 15\).
Substitute line into \(\Pi_1\):
\(2(1 + \lambda) - (-1 + 2\lambda) + 3(2 - \lambda) = 15\)
\(2 + 2\lambda + 1 - 2\lambda + 6 - 3\lambda = 15\)
\(9 - 3\lambda = 15 \implies -3\lambda = 6 \implies \lambda = -2\).

Point of intersection:
\(\mathbf{r} = \begin{pmatrix} 1 + (-2) \\ -1 + 2(-2) \\ 2 - (-2) \end{pmatrix} = \begin{pmatrix} -1 \\ -5 \\ 4 \end{pmatrix}\).

(b) Plane \(\Pi_2\) contains \(l\) (so contains direction \(\mathbf{d} = \begin{pmatrix} 1 \\ 2 \\ -1 \end{pmatrix}\)) and is perpendicular to \(\Pi_1\) (so its normal is perpendicular to \(\mathbf{n}_1 = \begin{pmatrix} 2 \\ -1 \\ 3 \end{pmatrix}\)).

Therefore, a normal vector \(\mathbf{n}_2\) to \(\Pi_2\) is given by the cross product \(\mathbf{d} \times \mathbf{n}_1\):
\(\mathbf{n}_2 = \begin{pmatrix} 1 \\ 2 \\ -1 \end{pmatrix} \times \begin{pmatrix} 2 \\ -1 \\ 3 \end{pmatrix} = \begin{pmatrix} 2(3) - (-1)(-1) \\ (-1)(2) - 1(3) \\ 1(-1) - 2(2) \end{pmatrix} = \begin{pmatrix} 6 - 1 \\ -2 - 3 \\ -1 - 4 \end{pmatrix} = \begin{pmatrix} 5 \\ -5 \\ -5 \end{pmatrix} = 5 \begin{pmatrix} 1 \\ -1 \\ -1 \end{pmatrix}\).

We can take \(\mathbf{n}_2 = \begin{pmatrix} 1 \\ -1 \\ -1 \end{pmatrix}\).

Since \(\Pi_2\) contains \(l\), it passes through \((1, -1, 2)\):
\(d = \begin{pmatrix} 1 \\ -1 \\ 2 \end{pmatrix} \cdot \begin{pmatrix} 1 \\ -1 \\ -1 \end{pmatrix} = 1(1) + (-1)(-1) + 2(-1) = 1 + 1 - 2 = 0\).

Thus, the equation of \(\Pi_2\) is:
\(\mathbf{r} \cdot \begin{pmatrix} 1 \\ -1 \\ -1 \end{pmatrix} = 0\).

評分準則

(a)
- M1: Substitute parametric coordinates of \(l\) into the Cartesian equation of \(\Pi_1\).
- A1: Find correct parameter value \(\lambda = -2\).
- A1: State correct position vector \(\begin{pmatrix} -1 \\ -5 \\ 4 \end{pmatrix}\) (or coordinate form).

(b)
- M1: Identify that the normal vector \(\mathbf{n}_2\) is parallel to \(\mathbf{d} \times \mathbf{n}_1\).
- M1: Evaluate the vector product of \(\begin{pmatrix} 1 \\ 2 \\ -1 \end{pmatrix}\) and \(\begin{pmatrix} 2 \\ -1 \\ 3 \end{pmatrix}\).
- A1: Obtain \(\begin{pmatrix} 5 \\ -5 \\ -5 \end{pmatrix}\) or any scalar multiple such as \(\begin{pmatrix} 1 \\ -1 \\ -1 \end{pmatrix}\).
- M1: Evaluate \(\mathbf{r} \cdot \mathbf{n}_2\) using a point on \(l\) (e.g. \((1, -1, 2)\) or the intersection point \((-1, -5, 4)\)).
- A1: Final equation in correct form \(\mathbf{r} \cdot \begin{pmatrix} 1 \\ -1 \\ -1 \end{pmatrix} = 0\) (or any non-zero scalar multiple).
題目 4 · short_answer
8 分
Prove by mathematical induction that, for every positive integer \(n\),
\[ \sum_{r=1}^n r(r+1)(2r+1) = \frac{1}{2} n(n+1)^2(n+2). \]
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解題

Base Case:
For \(n = 1\):
\(\text{LHS} = 1(1+1)(2(1)+1) = 1 \times 2 \times 3 = 6\).
\(\text{RHS} = \frac{1}{2}(1)(1+1)^2(1+2) = \frac{1}{2}(1)(4)(3) = 6\).
Since \(\text{LHS} = \text{RHS}\), the statement is true for \(n = 1\).

Inductive Hypothesis:
Assume the result is true for \(n = k\) for some positive integer \(k\), that is:
\[ \sum_{r=1}^k r(r+1)(2r+1) = \frac{1}{2} k(k+1)^2(k+2). \]

Inductive Step:
For \(n = k + 1\):
\[ \sum_{r=1}^{k+1} r(r+1)(2r+1) = \sum_{r=1}^k r(r+1)(2r+1) + (k+1)(k+2)(2(k+1)+1) \]
\[ = \frac{1}{2} k(k+1)^2(k+2) + (k+1)(k+2)(2k+3) \]
Factor out the common term \(\frac{1}{2}(k+1)(k+2)\):
\[ = \frac{1}{2}(k+1)(k+2) \left[ k(k+1) + 2(2k+3) \right] \]
\[ = \frac{1}{2}(k+1)(k+2) \left[ k^2 + k + 4k + 6 \right] \]
\[ = \frac{1}{2}(k+1)(k+2) \left( k^2 + 5k + 6 \right) \]
Factorise the quadratic expression \(k^2 + 5k + 6 = (k+2)(k+3)\):
\[ = \frac{1}{2}(k+1)(k+2)(k+2)(k+3) \]
\[ = \frac{1}{2}(k+1)(k+2)^2(k+3) \]
\[ = \frac{1}{2}(k+1)\left((k+1)+1\right)^2\left((k+1)+2\right). \]

Conclusion:
This is the required formula with \(n = k + 1\).
Therefore, if the result is true for \(n = k\), it is also true for \(n = k + 1\). Since it is true for \(n = 1\), by mathematical induction the result is true for all positive integers \(n\).

評分準則

- B1: Verify base case \(n = 1\) showing clearly that \(\text{LHS} = 6\) and \(\text{RHS} = 6\).
- B1: State induction hypothesis clearly (assume true for \(n = k\)).
- M1: Add the \((k+1)\)th term \((k+1)(k+2)(2k+3)\) to the assumed sum for \(k\) terms.
- M1: Factorise out at least \((k+1)(k+2)\) or attempt common denominator \(\frac{1}{2}\).
- A1: Obtain correct quadratic factor \(k^2 + 5k + 6\).
- A1: Correctly factorise to \(\frac{1}{2}(k+1)(k+2)^2(k+3)\) in terms of \(k+1\).
- A1: Complete and rigorous conclusion stating that truth for \(n=k\) implies truth for \(n=k+1\), and since true for \(n=1\), it holds for all positive integers \(n\) by induction.
題目 5 · Long Multi-step Polar, Rational Graphs & 3D Vectors
14 分
The curve \( C \) has polar equation
\[ r = 1 + 2\cos\theta \quad \text{for } -\pi \le \theta \le \pi. \]

(a) Find the values of \( \theta \) for which the curve passes through the pole. [2]

(b) Show that a Cartesian equation of \( C \) is
\[ (x^2 + y^2 - 2x)^2 = x^2 + y^2. \] [3]

(c) Sketch \( C \), stating the polar coordinates of the points of intersection with the initial line and the pole. [2]

(d) Find the exact area of the inner loop of \( C \). [4]

(e) Find the polar coordinates of all points on \( C \) where the tangent to the curve is perpendicular to the initial line. [3]
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解題

(a) At the pole, \( r = 0 \):
\[ 1 + 2\cos\theta = 0 \implies \cos\theta = -\frac{1}{2} \]
Since \( -\pi \le \theta \le \pi \), \( \theta = \frac{2\pi}{3} \) or \( \theta = -\frac{2\pi}{3} \).

(b) Using \( x = r\cos\theta \), \( y = r\sin\theta \), and \( r^2 = x^2 + y^2 \):
\[ r = 1 + 2\left(\frac{x}{r}\right) \implies r^2 = r + 2x \implies r^2 - 2x = r \]
Substituting \( r = \sqrt{x^2 + y^2} \) and \( r^2 = x^2 + y^2 \):
\[ x^2 + y^2 - 2x = \sqrt{x^2 + y^2} \]
Squaring both sides gives:
\[ (x^2 + y^2 - 2x)^2 = x^2 + y^2 \]

(c) The curve is a limaçon with an inner loop symmetrical about the initial line.
Intersections with the initial line \( \theta = 0 \): \( r = 1 + 2(1) = 3 \implies (3, 0) \).
Intersection along the line \( \theta = \pi \): \( r = 1 + 2(-1) = -1 \), which corresponds to the point \((1, \pi)\) in Cartesian coordinates \((-1, 0)\).
The curve passes through the pole at \( \theta = \pm\frac{2\pi}{3} \).

(d) The inner loop is traced for \( \frac{2\pi}{3} \le \theta \le \frac{4\pi}{3} \), or equivalently by symmetry, from \( \frac{2\pi}{3} \) to \( \pi \) doubled:
\[ \text{Area} = 2 \times \frac{1}{2} \int_{2\pi/3}^{\pi} r^2 \, \mathrm{d}\theta = \int_{2\pi/3}^{\pi} (1 + 2\cos\theta)^2 \, \mathrm{d}\theta \]
\[ = \int_{2\pi/3}^{\pi} (1 + 4\cos\theta + 4\cos^2\theta) \, \mathrm{d}\theta \]
Using \( 4\cos^2\theta = 2(1 + \cos 2\theta) = 2 + 2\cos 2\theta \):
\[ = \int_{2\pi/3}^{\pi} (3 + 4\cos\theta + 2\cos 2\theta) \, \mathrm{d}\theta \]
\[ = \left[ 3\theta + 4\sin\theta + \sin 2\theta \right]_{2\pi/3}^{\pi} \]
Evaluating at the limits:
\[ = (3\pi + 0 + 0) - \left( 3\left(\frac{2\pi}{3}\right) + 4\sin\left(\frac{2\pi}{3}\right) + \sin\left(\frac{4\pi}{3}\right) \right) \]
\[ = 3\pi - \left( 2\pi + 4\left(\frac{\sqrt{3}}{2}\right) - \frac{\sqrt{3}}{2} \right) = \pi - \frac{3\sqrt{3}}{2} \]

(e) Tangents perpendicular to the initial line occur when \( \frac{\mathrm{d}x}{\mathrm{d}\theta} = 0 \) (where \( \frac{\mathrm{d}y}{\mathrm{d}\theta} \ne 0 \)):
\[ x = r\cos\theta = (1 + 2\cos\theta)\cos\theta = \cos\theta + 2\cos^2\theta \]
\[ \frac{\mathrm{d}x}{\mathrm{d}\theta} = -\sin\theta - 4\cos\theta\sin\theta = -\sin\theta(1 + 4\cos\theta) = 0 \]
Case 1: \( \sin\theta = 0 \implies \theta = 0 \) or \( \theta = \pi \).
- For \( \theta = 0 \), \( r = 3 \implies (3, 0) \).
- For \( \theta = \pi \), \( r = -1 \implies (1, \pi) \).
Case 2: \( 1 + 4\cos\theta = 0 \implies \cos\theta = -\frac{1}{4} \implies \theta = \pm\arccos\left(-\frac{1}{4}\right) \approx \pm 1.82 \text{ rad} \).
\[ r = 1 + 2\left(-\frac{1}{4}\right) = \frac{1}{2} \]
Thus the points are \( (3, 0) \), \( (1, \pi) \), and \( \left(\frac{1}{2}, \pm\arccos\left(-\frac{1}{4}\right)\right) \).

評分準則

(a)
M1: Sets \( r = 0 \) and solves \( \cos\theta = -\frac{1}{2} \).
A1: Obtains \( \theta = \pm\frac{2\pi}{3} \) (or equivalent).

(b)
M1: Uses \( x = r\cos\theta \) and multiplies through by \( r \) to get \( r^2 = r + 2x \).
M1: Rearranges to isolate \( r \) and substitutes \( r = \sqrt{x^2+y^2} \) and \( r^2 = x^2+y^2 \).
A1: Fully correct algebraic working leading to the given result.

(c)
B1: Correct overall shape with outer curve and inner loop, symmetric about the initial line.
B1: Correct intercepts labeled at the pole, \( (3, 0) \) and \( (1, \pi) \) or \( (-1, 0) \).

(d)
M1: Uses \( \frac{1}{2}\int r^2\,\mathrm{d}\theta \) with appropriate limits for the inner loop.
M1: Expands \( (1+2\cos\theta)^2 \) and uses the identity \( \cos^2\theta = \frac{1+\cos 2\theta}{2} \).
A1: Correct integration to \( 3\theta + 4\sin\theta + \sin 2\theta \).
A1: Fully correct exact answer \( \pi - \frac{3\sqrt{3}}{2} \).

(e)
M1: Sets up \( x = r\cos\theta \) and differentiates with respect to \( \theta \) setting derivative to 0.
A1: Identifies \( \theta = 0, \pi \) and \( \cos\theta = -\frac{1}{4} \).
A1: Correct polar coordinates for all points: \( (3,0) \), \( (1,\pi) \), and \( \left(\frac{1}{2}, \pm \arccos\left(-\frac{1}{4}\right)\right) \).
題目 6 · Long Multi-step Polar, Rational Graphs & 3D Vectors
14 分
The function \( f \) is defined by
\[ f(x) = \frac{x^2 - 4x + 3}{x - 2}, \quad x \ne 2. \]

(a) Find the equations of the asymptotes of the curve \( y = f(x) \). [2]

(b) Show that there are no stationary points on the curve \( y = f(x) \). [2]

(c) Sketch the curve \( y = f(x) \), stating the coordinates of any points of intersection with the coordinate axes. [3]

(d) Sketch the curve \( y^2 = f(x) \), stating the coordinates of any points of intersection with the coordinate axes and the equations of any asymptotes. [4]

(e) Express \( \frac{1}{f(x)} \) in partial fractions, and sketch the curve \( y = \frac{1}{f(x)} \). [3]
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解題

(a) Performing polynomial division:
\[ f(x) = \frac{x^2 - 4x + 3}{x - 2} = \frac{(x-2)^2 - 1}{x-2} = x - 2 - \frac{1}{x - 2} \]
As \( x \to 2 \), \( y \to \pm\infty \), so the vertical asymptote is \( x = 2 \).
As \( x \to \pm\infty \), \( \frac{1}{x-2} \to 0 \), so the oblique asymptote is \( y = x - 2 \).

(b) Differentiating \( f(x) = x - 2 - (x-2)^{-1} \):
\[ f'(x) = 1 + \frac{1}{(x - 2)^2} \]
Since \( (x - 2)^2 > 0 \) for all \( x \ne 2 \), \( f'(x) \ge 1 > 0 \) for all \( x \ne 2 \).
Because \( f'(x) \ne 0 \) for any real \( x \), there are no stationary points.

(c) Intercepts:
- \( y \)-intercept: \( x = 0 \implies y = \frac{3}{-2} = -\frac{3}{2} \implies (0, -1.5) \).
- \( x \)-intercepts: \( y = 0 \implies x^2 - 4x + 3 = 0 \implies (x-1)(x-3) = 0 \implies (1, 0) \) and \( (3, 0) \).
The curve has two branches, one for \( x < 2 \) passing through \( (0, -1.5) \) and \( (1, 0) \), and one for \( x > 2 \) passing through \( (3, 0) \), approaching the asymptotes \( x = 2 \) and \( y = x - 2 \).

(d) For \( y^2 = f(x) \), the curve exists only where \( f(x) \ge 0 \).
From the sketch of \( y = f(x) \), \( f(x) \ge 0 \) for \( 1 \le x < 2 \) and \( x \ge 3 \).
- For \( 1 \le x < 2 \), \( y = \pm\sqrt{f(x)} \) forms a closed loop/cup approaching the vertical asymptote \( x = 2 \) as \( x \to 2^- \).
- For \( x \ge 3 \), \( y = \pm\sqrt{f(x)} \) starts at \( (3, 0) \) and grows like \( \pm\sqrt{x} \) as \( x \to \infty \).
- At \( x = 1 \) and \( x = 3 \), the tangents are vertical because \( \frac{\mathrm{d}y}{\mathrm{d}x} = \frac{f'(x)}{2y} \to \infty \).
- Intercepts: \( (1, 0) \) and \( (3, 0) \). Vertical asymptote: \( x = 2 \).

(e) \( \frac{1}{f(x)} = \frac{x - 2}{(x - 1)(x - 3)} \).
Let \( \frac{x - 2}{(x - 1)(x - 3)} = \frac{A}{x - 1} + \frac{B}{x - 3} \).
\[ x - 2 = A(x - 3) + B(x - 1) \]
- Setting \( x = 1 \): \( 1 - 2 = A(-2) \implies -1 = -2A \implies A = \frac{1}{2} \).
- Setting \( x = 3 \): \( 3 - 2 = B(2) \implies 1 = 2B \implies B = \frac{1}{2} \).
Thus,
\[ \frac{1}{f(x)} = \frac{1}{2(x - 1)} + \frac{1}{2(x - 3)} \]
For the sketch of \( y = \frac{1}{f(x)} \):
- Vertical asymptotes at \( x = 1 \) and \( x = 3 \).
- Horizontal asymptote \( y = 0 \).
- \( x \)-intercept at \( (2, 0) \).
- \( y \)-intercept at \( (0, -\frac{2}{3}) \).

評分準則

(a)
B1: Vertical asymptote \( x = 2 \).
B1: Oblique asymptote \( y = x - 2 \) with method shown.

(b)
M1: Differentiates \( f(x) \) correctly using quotient rule or rewriting as \( x - 2 - (x-2)^{-1} \).
A1: Explains clearly that \( 1 + \frac{1}{(x-2)^2} > 0 \) for all \( x \ne 2 \), hence no stationary points.

(c)
B1: Correct axes intercepts \( (0, -1.5) \), \( (1, 0) \), \( (3, 0) \).
B1: Correct branches shown with correct asymptotic behavior towards \( x = 2 \) and \( y = x - 2 \).
B1: Strict monotonicity shown on each branch.

(d)
B1: Curve only sketched in correct domains \( 1 \le x < 2 \) and \( x \ge 3 \).
B1: Vertical tangents at \( (1, 0) \) and \( (3, 0) \) and symmetry about the \( x \)-axis.
B1: Vertical asymptote \( x = 2 \) shown for the left section.
B1: Coordinates of intercepts \( (1, 0) \) and \( (3, 0) \) clearly stated.

(e)
M1: Sets up correct partial fractions and solves for \( A \) and \( B \).
A1: Obtains \( \frac{1/2}{x-1} + \frac{1/2}{x-3} \).
B1: Correct sketch showing vertical asymptotes \( x = 1, x = 3 \), \( x \)-intercept at \( (2, 0) \), and horizontal asymptote \( y = 0 \).
題目 7 · Long Multi-step Polar, Rational Graphs & 3D Vectors
15 分
The lines \( l_1 \) and \( l_2 \) have vector equations
\[ l_1: \mathbf{r} = \begin{pmatrix} 1 \\ 2 \\ -1 \end{pmatrix} + \lambda \begin{pmatrix} 2 \\ -1 \\ 1 \end{pmatrix} \quad \text{and} \quad l_2: \mathbf{r} = \begin{pmatrix} 3 \\ -1 \\ 2 \end{pmatrix} + \mu \begin{pmatrix} 1 \\ 1 \\ -2 \end{pmatrix}. \]

(a) Find the shortest distance between the lines \( l_1 \) and \( l_2 \). [4]

(b) Find an equation of the plane \( \Pi_1 \) containing \( l_1 \) that is parallel to \( l_2 \), giving your answer in the form \( ax + by + cz = d \). [3]

(c) The plane \( \Pi_2 \) has equation \( x + 2y - z = 4 \).
(i) Find the acute angle between the planes \( \Pi_1 \) and \( \Pi_2 \), giving your answer in degrees correct to 1 decimal place. [3]
(ii) Find a vector equation of the line of intersection of the planes \( \Pi_1 \) and \( \Pi_2 \). [5]
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解題

(a) Direction vectors of the lines are:
\[ \mathbf{d}_1 = \begin{pmatrix} 2 \\ -1 \\ 1 \end{pmatrix}, \quad \mathbf{d}_2 = \begin{pmatrix} 1 \\ 1 \\ -2 \end{pmatrix} \]
A vector perpendicular to both lines is given by the vector product:
\[ \mathbf{n} = \mathbf{d}_1 \times \mathbf{d}_2 = \begin{pmatrix} (-1)(-2) - (1)(1) \\ (1)(1) - (2)(-2) \\ (2)(1) - (-1)(1) \end{pmatrix} = \begin{pmatrix} 2 - 1 \\ 1 + 4 \\ 2 + 1 \end{pmatrix} = \begin{pmatrix} 1 \\ 5 \\ 3 \end{pmatrix} \]
The magnitude of \( \mathbf{n} \) is:
\[ |\mathbf{n}| = \sqrt{1^2 + 5^2 + 3^2} = \sqrt{1 + 25 + 9} = \sqrt{35} \]
Let \( A = (1, 2, -1) \) on \( l_1 \) and \( B = (3, -1, 2) \) on \( l_2 \):
\[ \vec{AB} = \begin{pmatrix} 3 - 1 \\ -1 - 2 \\ 2 - (-1) \end{pmatrix} = \begin{pmatrix} 2 \\ -3 \\ 3 \end{pmatrix} \]
The shortest distance is the projection of \( \vec{AB} \) onto \( \mathbf{n} \):
\[ d = \frac{|\vec{AB} \cdot \mathbf{n}|}{|\mathbf{n}|} = \frac{|2(1) + (-3)(5) + 3(3)|}{\sqrt{35}} = \frac{|2 - 15 + 9|}{\sqrt{35}} = \frac{|-4|}{\sqrt{35}} = \frac{4}{\sqrt{35}} \approx 0.676 \]

(b) Since \( \Pi_1 \) contains \( l_1 \) and is parallel to \( l_2 \), its normal vector is \( \mathbf{n}_1 = \begin{pmatrix} 1 \\ 5 \\ 3 \end{pmatrix} \).
The equation of the plane is \( x + 5y + 3z = d \).
Substituting the point \( (1, 2, -1) \) on \( l_1 \):
\[ 1(1) + 5(2) + 3(-1) = 1 + 10 - 3 = 8 \]
Thus, the equation of \( \Pi_1 \) is:
\[ x + 5y + 3z = 8 \]

(c)(i) The normal to \( \Pi_1 \) is \( \mathbf{n}_1 = \begin{pmatrix} 1 \\ 5 \\ 3 \end{pmatrix} \) and the normal to \( \Pi_2 \) is \( \mathbf{n}_2 = \begin{pmatrix} 1 \\ 2 \\ -1 \end{pmatrix} \).
\[ \mathbf{n}_1 \cdot \mathbf{n}_2 = 1(1) + 5(2) + 3(-1) = 1 + 10 - 3 = 8 \]
\[ |\mathbf{n}_1| = \sqrt{35}, \quad |\mathbf{n}_2| = \sqrt{1^2 + 2^2 + (-1)^2} = \sqrt{6} \]
Let \( \theta \) be the acute angle between the planes:
\[ \cos\theta = \frac{|\mathbf{n}_1 \cdot \mathbf{n}_2|}{|\mathbf{n}_1||\mathbf{n}_2|} = \frac{8}{\sqrt{35}\sqrt{6}} = \frac{8}{\sqrt{210}} \approx 0.5521 \]
\[ \theta = \arccos(0.5521) \approx 56.5^\circ \]

(c)(ii) The direction of the line of intersection is given by \( \mathbf{d} = \mathbf{n}_1 \times \mathbf{n}_2 \):
\[ \mathbf{d} = \begin{pmatrix} 1 \\ 5 \\ 3 \end{pmatrix} \times \begin{pmatrix} 1 \\ 2 \\ -1 \end{pmatrix} = \begin{pmatrix} 5(-1) - 3(2) \\ 3(1) - 1(-1) \\ 1(2) - 5(1) \end{pmatrix} = \begin{pmatrix} -11 \\ 4 \\ -3 \end{pmatrix} \]
To find a common point on both planes, solve:
\[ x + 5y + 3z = 8 \quad \text{and} \quad x + 2y - z = 4 \]
Setting \( z = 0 \):
\[ x + 5y = 8 \]
\[ x + 2y = 4 \]
Subtracting the two equations gives \( 3y = 4 \implies y = \frac{4}{3} \).
Substituting back into \( x + 2y = 4 \):
\[ x = 4 - 2\left(\frac{4}{3}\right) = \frac{4}{3} \]
So a point on the line is \( \left(\frac{4}{3}, \frac{4}{3}, 0\right) \).
Therefore, a vector equation of the line of intersection is:
\[ \mathbf{r} = \begin{pmatrix} 4/3 \\ 4/3 \\ 0 \end{pmatrix} + t \begin{pmatrix} -11 \\ 4 \\ -3 \end{pmatrix} \quad (\text{or } \mathbf{r} = \begin{pmatrix} 4/3 \\ 4/3 \\ 0 \end{pmatrix} + t \begin{pmatrix} 11 \\ -4 \\ 3 \end{pmatrix}) \]

評分準則

(a)
M1: Computes the vector product of direction vectors \( \mathbf{d}_1 \times \mathbf{d}_2 \).
A1: Obtains \( \begin{pmatrix} 1 \\ 5 \\ 3 \end{pmatrix} \) and its magnitude \( \sqrt{35} \).
M1: Forms vector between points on lines \( \vec{AB} = \begin{pmatrix} 2 \\ -3 \\ 3 \end{pmatrix} \) and calculates scalar product with unit normal.
A1: Obtains exact distance \( \frac{4}{\sqrt{35}} \) or \( 0.676 \).

(b)
M1: Identifies normal vector \( \mathbf{n}_1 = \begin{pmatrix} 1 \\ 5 \\ 3 \end{pmatrix} \) and uses point \( (1, 2, -1) \).
A1: Correct substitution \( 1(1) + 5(2) + 3(-1) = 8 \).
A1: Final equation \( x + 5y + 3z = 8 \).

(c)(i)
M1: Uses scalar product formula \( \cos\theta = \frac{|\mathbf{n}_1 \cdot \mathbf{n}_2|}{|\mathbf{n}_1||\mathbf{n}_2|} \).
A1: Evaluates to \( \cos\theta = \frac{8}{\sqrt{210}} \).
A1: Obtains \( 56.5^\circ \) (or 0.986 rad).

(c)(ii)
M1: Finds direction vector of line via \( \mathbf{n}_1 \times \mathbf{n}_2 \).
A1: Correct direction vector \( \begin{pmatrix} -11 \\ 4 \\ -3 \end{pmatrix} \) (or any scalar multiple).
M1: Sets one coordinate to 0 (or another constant) to find a particular point on both planes.
A1: Correct coordinates of a point on the line (e.g. \( (4/3, 4/3, 0) \) or \( (0, 20/11, -4/11) \)).
A1: Correct vector equation of the line of intersection in standard form \( \mathbf{r} = \mathbf{a} + t\mathbf{b} \).

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卷二: Further Pure Mathematics 2

Answer all 8 questions. Show all necessary working. Give answers in exact form where requested.
8 題目 · 75 分
題目 1 · Complex Numbers
6.5 分
(a) Use de Moivre's theorem to express \(\cos 5\theta\) in terms of powers of \(\cos \theta\).

(b) Hence find all the real roots of the equation
\[16x^5 - 20x^3 + 5x - \frac{1}{\sqrt{2}} = 0,\]
giving your answers in exact trigonometric form.
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解題

(a) By de Moivre's theorem,
\(\cos 5\theta + \mathrm{i}\sin 5\theta = (\cos\theta + \mathrm{i}\sin\theta)^5\).

Expanding using the binomial theorem:
\((\cos\theta + \mathrm{i}\sin\theta)^5 = \cos^5\theta + 5\mathrm{i}\cos^4\theta\sin\theta - 10\cos^3\theta\sin^2\theta - 10\mathrm{i}\cos^2\theta\sin^3\theta + 5\cos\theta\sin^4\theta + \mathrm{i}\sin^5\theta\).

Equating real parts:
\(\cos 5\theta = \cos^5\theta - 10\cos^3\theta\sin^2\theta + 5\cos\theta\sin^4\theta\)

Using \(\sin^2\theta = 1 - \cos^2\theta\):
\(\cos 5\theta = \cos^5\theta - 10\cos^3\theta(1 - \cos^2\theta) + 5\cos\theta(1 - \cos^2\theta)^2\)
\(\cos 5\theta = \cos^5\theta - 10\cos^3\theta + 10\cos^5\theta + 5\cos\theta(1 - 2\cos^2\theta + \cos^4\theta)\)
\(\cos 5\theta = 16\cos^5\theta - 20\cos^3\theta + 5\cos\theta\).

(b) The equation is \(16x^5 - 20x^3 + 5x = \frac{1}{\sqrt{2}}\).
Letting \(x = \cos\theta\), this becomes:
\(\cos 5\theta = \frac{1}{\sqrt{2}} = \cos\left(\frac{\pi}{4}\right)\).

Thus, \(5\theta = 2k\pi \pm \frac{\pi}{4}\) for \(k \in \mathbb{Z}\).
Choosing values of \(k\) to obtain 5 distinct values of \(\cos\theta\) in \([0, \pi]\):
- \(k = 0 \implies 5\theta = \frac{\pi}{4} \implies \theta = \frac{\pi}{20}\)
- \(k = 1 \implies 5\theta = 2\pi - \frac{\pi}{4} = \frac{7\pi}{4} \implies \theta = \frac{7\pi}{20}\)
- \(k = 1 \implies 5\theta = 2\pi + \frac{\pi}{4} = \frac{9\pi}{4} \implies \theta = \frac{9\pi}{20}\)
- \(k = 2 \implies 5\theta = 4\pi - \frac{\pi}{4} = \frac{15\pi}{4} \implies \theta = \frac{15\pi}{20} = \frac{3\pi}{4}\)
- \(k = 2 \implies 5\theta = 4\pi + \frac{\pi}{4} = \frac{17\pi}{4} \implies \theta = \frac{17\pi}{20}\)

Therefore, the 5 roots are:
\(x = \cos\left(\frac{\pi}{20}\right), \cos\left(\frac{7\pi}{20}\right), \cos\left(\frac{9\pi}{20}\right), \cos\left(\frac{3\pi}{4}\right) = -\frac{1}{\sqrt{2}}, \cos\left(\frac{17\pi}{20}\right)\).

評分準則

(a)
- M1: Uses de Moivre's theorem and expands \((\cos\theta + \mathrm{i}\sin\theta)^5\) using binomial theorem.
- M1: Equates real parts and applies \(\sin^2\theta = 1 - \cos^2\theta\).
- A1: Obtains correct expression \(16\cos^5\theta - 20\cos^3\theta + 5\cos\theta\).

(b)
- M1: Relates equation to \(\cos 5\theta = \frac{1}{\sqrt{2}}\) by setting \(x = \cos\theta\).
- A1: Solves for at least 3 correct values of \(\theta\).
- A1.5: States all 5 distinct roots correctly in exact trigonometric form (accept \(-\frac{1}{\sqrt{2}}\) or \(\cos\frac{3\pi}{4}\)).
題目 2 · Reduction Formulas
6.5 分
Let \(I_n = \int_0^1 x^n \mathrm{e}^{-2x} \, \mathrm{d}x\) for \(n \ge 0\).

(a) Show that \(I_n = \frac{n}{2} I_{n-1} - \frac{1}{2\mathrm{e}^2}\) for \(n \ge 1\).

(b) Hence find the exact value of \(I_3\).
查看答案詳解

解題

(a) Using integration by parts on \(I_n = \int_0^1 x^n \mathrm{e}^{-2x} \, \mathrm{d}x\):
Let \(u = x^n\) and \(\mathrm{d}v = \mathrm{e}^{-2x} \, \mathrm{d}x\).
Then \(\mathrm{d}u = n x^{n-1} \, \mathrm{d}x\) and \(v = -\frac{1}{2}\mathrm{e}^{-2x}\).

\[I_n = \left[ -\frac{1}{2} x^n \mathrm{e}^{-2x} \right]_0^1 - \int_0^1 \left(-\frac{1}{2}\mathrm{e}^{-2x}\right) n x^{n-1} \, \mathrm{d}x\]
\[I_n = \left( -\frac{1}{2}\mathrm{e}^{-2} - 0 \right) + \frac{n}{2}\int_0^1 x^{n-1}\mathrm{e}^{-2x}\,\mathrm{d}x\]
\[I_n = \frac{n}{2} I_{n-1} - \frac{1}{2\mathrm{e}^2}\]

(b) First evaluate \(I_0\):
\[I_0 = \int_0^1 \mathrm{e}^{-2x}\,\mathrm{d}x = \left[ -\frac{1}{2}\mathrm{e}^{-2x} \right]_0^1 = -\frac{1}{2}\mathrm{e}^{-2} - \left(-\frac{1}{2}\right) = \frac{1}{2} - \frac{1}{2\mathrm{e}^2}\]

Now use the reduction formula:
\[I_1 = \frac{1}{2} I_0 - \frac{1}{2\mathrm{e}^2} = \frac{1}{2}\left(\frac{1}{2} - \frac{1}{2\mathrm{e}^2}\right) - \frac{1}{2\mathrm{e}^2} = \frac{1}{4} - \frac{3}{4\mathrm{e}^2}\]

\[I_2 = \frac{2}{2} I_1 - \frac{1}{2\mathrm{e}^2} = I_1 - \frac{1}{2\mathrm{e}^2} = \frac{1}{4} - \frac{3}{4\mathrm{e}^2} - \frac{1}{2\mathrm{e}^2} = \frac{1}{4} - \frac{5}{4\mathrm{e}^2}\]

\[I_3 = \frac{3}{2} I_2 - \frac{1}{2\mathrm{e}^2} = \frac{3}{2}\left(\frac{1}{4} - \frac{5}{4\mathrm{e}^2}\right) - \frac{1}{2\mathrm{e}^2} = \frac{3}{8} - \frac{15}{8\mathrm{e}^2} - \frac{4}{8\mathrm{e}^2} = \frac{3}{8} - \frac{19}{8\mathrm{e}^2} = \frac{3\mathrm{e}^2 - 19}{8\mathrm{e}^2}\]

評分準則

(a)
- M1: Applies integration by parts with appropriate choices for \(u\) and \(\mathrm{d}v\).
- M1: Correctly evaluates the boundary term at limits \(0\) and \(1\).
- A1.5: Reaches the given reduction formula with fully correct working.

(b)
- B1: Finds correct \(I_0 = \frac{1}{2} - \frac{1}{2\mathrm{e}^2}\).
- M1: Applies the reduction formula iteratively from \(I_0\) to \(I_3\).
- A1: Obtains exact value \(\frac{3\mathrm{e}^2 - 19}{8\mathrm{e}^2}\) or \(\frac{3}{8} - \frac{19}{8\mathrm{e}^2}\).
題目 3 · Hyperbolic Functions
6.5 分
(a) Starting from the definition of \(\cosh x\) in terms of exponential functions, prove that
\[\operatorname{arcosh} x = \ln\left(x + \sqrt{x^2 - 1}\right), \quad x \ge 1.\]

(b) Solve the equation
\[5\cosh x + 3\sinh x = 4,\]
giving your answer in the form \(\ln k\), where \(k\) is an exact rational number.
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解題

(a) Let \(y = \operatorname{arcosh} x\) for \(x \ge 1\), so \(y \ge 0\) and \(x = \cosh y\).
Using the definition of \(\cosh y\):
\[x = \frac{\mathrm{e}^y + \mathrm{e}^{-y}}{2}\]
\[2x = \mathrm{e}^y + \frac{1}{\mathrm{e}^y}\]
Multiplying by \(\mathrm{e}^y\):
\[(\mathrm{e}^y)^2 - 2x\mathrm{e}^y + 1 = 0\]

Using the quadratic formula to solve for \(\mathrm{e}^y\):
\[\mathrm{e}^y = \frac{2x \pm \sqrt{4x^2 - 4}}{2} = x \pm \sqrt{x^2 - 1}\]
Since \(y \ge 0\), we must have \(\mathrm{e}^y \ge 1\).
For \(x \ge 1\), \(x - \sqrt{x^2 - 1} \le 1\) (with equality only at \(x = 1\)), while \(x + \sqrt{x^2 - 1} \ge 1\).
Therefore, \(\mathrm{e}^y = x + \sqrt{x^2 - 1}\).
Taking the natural logarithm of both sides:
\[y = \operatorname{arcosh} x = \ln\left(x + \sqrt{x^2 - 1}\right)\]

(b) Express \(\cosh x\) and \(\sinh x\) in exponential form:
\[5\left(\frac{\mathrm{e}^x + \mathrm{e}^{-x}}{2}\right) + 3\left(\frac{\mathrm{e}^x - \mathrm{e}^{-x}}{2}\right) = 4\]
\[\frac{8\mathrm{e}^x + 2\mathrm{e}^{-x}}{2} = 4\]
\[4\mathrm{e}^x + \mathrm{e}^{-x} = 4\]

Multiply by \(\mathrm{e}^x\):
\[4(\mathrm{e}^x)^2 - 4\mathrm{e}^x + 1 = 0\]
\[(2\mathrm{e}^x - 1)^2 = 0\]
\[2\mathrm{e}^x - 1 = 0 \implies \mathrm{e}^x = \frac{1}{2}\]
\[x = \ln\left(\frac{1}{2}\right)\]

評分準則

(a)
- M1: Sets \(x = \frac{\mathrm{e}^y + \mathrm{e}^{-y}}{2}\) and forms quadratic equation in \(\mathrm{e}^y\).
- M1: Solves quadratic equation using the quadratic formula.
- A1.5: Justifies the choice of the positive root using \(y \ge 0 \implies \mathrm{e}^y \ge 1\) and deduces logarithmic form.

(b)
- M1: Substitutes exponential forms for \(\cosh x\) and \(\sinh x\) to form a quadratic in \(\mathrm{e}^x\).
- M1: Solves the quadratic equation for \(\mathrm{e}^x\).
- A1: Obtains \(x = \ln\left(\frac{1}{2}\right)\) (or \(-\ln 2\)).
題目 4 · Complex Numbers
6.5 分
(a) Use the sum of an infinite geometric series and de Moivre's theorem to show that
\[\sum_{r=0}^\infty \left(\frac{1}{2}\right)^r \cos(r\theta) = \frac{4 - 2\cos\theta}{5 - 4\cos\theta}.\]

(b) Hence evaluate \(\sum_{r=0}^\infty \left(\frac{1}{2}\right)^r \cos\left(\frac{r\pi}{3}\right)\).
查看答案詳解

解題

(a) Let \(C = \sum_{r=0}^\infty \left(\frac{1}{2}\right)^r \cos(r\theta)\) and \(S = \sum_{r=0}^\infty \left(\frac{1}{2}\right)^r \sin(r\theta)\).
Then:
\[C + \mathrm{i}S = \sum_{r=0}^\infty \left(\frac{1}{2}\right)^r (\cos(r\theta) + \mathrm{i}\sin(r\theta)) = \sum_{r=0}^\infty \left(\frac{1}{2}\mathrm{e}^{\mathrm{i}\theta}\right)^r\]

Let \(z = \frac{1}{2}\mathrm{e}^{\mathrm{i}\theta}\). Since \(|z| = \frac{1}{2} < 1\), this is a convergent infinite geometric series with first term \(a = 1\) and common ratio \(z\):
\[C + \mathrm{i}S = \frac{1}{1 - \frac{1}{2}\mathrm{e}^{\mathrm{i}\theta}} = \frac{2}{2 - \mathrm{e}^{\mathrm{i}\theta}} = \frac{2}{(2 - \cos\theta) - \mathrm{i}\sin\theta}\]

Multiplying numerator and denominator by the complex conjugate \((2 - \cos\theta) + \mathrm{i}\sin\theta\):
\[C + \mathrm{i}S = \frac{2\left((2 - \cos\theta) + \mathrm{i}\sin\theta\right)}{(2 - \cos\theta)^2 + \sin^2\theta}\]
\[C + \mathrm{i}S = \frac{4 - 2\cos\theta + 2\mathrm{i}\sin\theta}{4 - 4\cos\theta + \cos^2\theta + \sin^2\theta} = \frac{4 - 2\cos\theta + 2\mathrm{i}\sin\theta}{5 - 4\cos\theta}\]

Equating real parts gives:
\[C = \sum_{r=0}^\infty \left(\frac{1}{2}\right)^r \cos(r\theta) = \frac{4 - 2\cos\theta}{5 - 4\cos\theta}\]

(b) Setting \(\theta = \frac{\pi}{3}\):
\[\cos\left(\frac{\pi}{3}\right) = \frac{1}{2}\]
Substituting into the formula from part (a):
\[\sum_{r=0}^\infty \left(\frac{1}{2}\right)^r \cos\left(\frac{r\pi}{3}\right) = \frac{4 - 2\left(\frac{1}{2}\right)}{5 - 4\left(\frac{1}{2}\right)} = \frac{4 - 1}{5 - 2} = \frac{3}{3} = 1\]

評分準則

(a)
- M1: Considers \(C + \mathrm{i}S\) and writes as a geometric progression in \(z = \frac{1}{2}\mathrm{e}^{\mathrm{i}\theta}\).
- M1: Applies sum to infinity formula \(S_\infty = \frac{a}{1 - z}\).
- M1: Multiplies numerator and denominator by conjugate \((2 - \cos\theta) + \mathrm{i}\sin\theta\).
- A1: Equates real parts to arrive at the given expression.

(b)
- M1: Substitutes \(\theta = \frac{\pi}{3}\) and uses \(\cos\left(\frac{\pi}{3}\right) = \frac{1}{2}\).
- A1.5: Obtains final simplified answer \(1\).
題目 5 · Differential Equations
12 分
The variables \(x\) and \(y\) satisfy the differential equation
\[\frac{\mathrm{d}^2 y}{\mathrm{d} x^2} + 4\frac{\mathrm{d} y}{\mathrm{d} x} + 13y = 26x + 21 + 18\mathrm{e}^{-2x}.\]

(a) Find the general solution of the differential equation. [7]

(b) Given that \(y = 2\) and \(\frac{\mathrm{d} y}{\mathrm{d} x} = 3\) when \(x = 0\), find the particular solution. [4]

(c) State the approximate linear expression for \(y\) when \(x\) is large and positive. [1]
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解題

(a) For the complementary function, solve the auxiliary equation:
\[m^2 + 4m + 13 = 0 \implies (m+2)^2 + 9 = 0 \implies m = -2 \pm 3\mathrm{i}.\]
Thus, \(y_{CF} = \mathrm{e}^{-2x}(A\cos 3x + B\sin 3x)\).

For the particular integral, try \(y_{PI} = px + q + c\mathrm{e}^{-2x}\).
Then:
\[y'_{PI} = p - 2c\mathrm{e}^{-2x}\]
\[y''_{PI} = 4c\mathrm{e}^{-2x}\]
Substitute into the differential equation:
\[(4c\mathrm{e}^{-2x}) + 4(p - 2c\mathrm{e}^{-2x}) + 13(px + q + c\mathrm{e}^{-2x}) = 26x + 21 + 18\mathrm{e}^{-2x}\]
\[13px + (4p + 13q) + (4 - 8 + 13)c\mathrm{e}^{-2x} = 26x + 21 + 18\mathrm{e}^{-2x}\]
\[13px + (4p + 13q) + 9c\mathrm{e}^{-2x} = 26x + 21 + 18\mathrm{e}^{-2x}.\]
Equating coefficients:
\(13p = 26 \implies p = 2\)
\(4(2) + 13q = 21 \implies 13q = 13 \implies q = 1\)
\(9c = 18 \implies c = 2\).

Therefore, \(y_{PI} = 2x + 1 + 2\mathrm{e}^{-2x}\).
The general solution is:
\[y = \mathrm{e}^{-2x}(A\cos 3x + B\sin 3x) + 2x + 1 + 2\mathrm{e}^{-2x}.\]

(b) When \(x = 0\), \(y = 2\):
\[2 = \mathrm{e}^0(A\cos 0 + B\sin 0) + 2(0) + 1 + 2\mathrm{e}^0 \implies 2 = A + 1 + 2 \implies A = -1.\]
Differentiating \(y\):
\[y' = -2\mathrm{e}^{-2x}(A\cos 3x + B\sin 3x) + \mathrm{e}^{-2x}(-3A\sin 3x + 3B\cos 3x) + 2 - 4\mathrm{e}^{-2x}.\]
When \(x = 0\), \(y' = 3\):
\[3 = -2(A) + 3B + 2 - 4 = -2(-1) + 3B - 2 = 3B \implies 3B = 3 \implies B = 1.\]
Hence, the particular solution is:
\[y = \mathrm{e}^{-2x}(-\cos 3x + \sin 3x) + 2x + 1 + 2\mathrm{e}^{-2x}\]
(or equivalently \(y = \mathrm{e}^{-2x}(2 - \cos 3x + \sin 3x) + 2x + 1\)).

(c) As \(x \to \infty\), \(\mathrm{e}^{-2x} \to 0\) and \(\mathrm{e}^{-2x}(-\cos 3x + \sin 3x) \to 0\).
Therefore, \(y \approx 2x + 1\).

評分準則

(a)
- M1: Forms and solves auxiliary equation \(m^2 + 4m + 13 = 0\).
- A1: Obtains correct complex conjugate roots \(m = -2 \pm 3\mathrm{i}\).
- A1: Correct form for complementary function \(y_{CF} = \mathrm{e}^{-2x}(A\cos 3x + B\sin 3x)\).
- M1: Uses suitable trial particular integral \(y = px + q + c\mathrm{e}^{-2x}\), differentiates twice and substitutes.
- A1: Finds correct values \(p = 2\) and \(q = 1\).
- A1: Finds correct value \(c = 2\).
- A1: Combines to state general solution \(y = y_{CF} + y_{PI}\).

(b)
- M1: Substitutes \(x = 0, y = 2\) into general solution to find \(A\).
- A1: Obtains \(A = -1\).
- M1: Differentiates general solution correctly using product rule and uses \(x = 0, y' = 3\).
- A1: Obtains \(B = 1\) and states correct particular solution.

(c)
- B1: States \(y \approx 2x + 1\) (or \(y = 2x + 1\)).
題目 6 · Riemann Bounds
12 分
Consider the function \(f(x) = \frac{1}{x \ln x}\) for \(x \ge 2\).

(a) Show that \(\int_2^n \frac{1}{x \ln x}\,\mathrm{d}x = \ln(\ln n) - \ln(\ln 2)\) for any integer \(n \ge 3\). [2]

(b) By considering a set of rectangles of unit width, show that
\[\sum_{r=3}^n \frac{1}{r \ln r} < \ln(\ln n) - \ln(\ln 2) < \sum_{r=2}^{n-1} \frac{1}{r \ln r}.\] [5]

(c) Hence show that
\[\sum_{r=2}^n \frac{1}{r \ln r} > \ln(\ln(n+1)) - \ln(\ln 2).\] [2]

(d) Deduce whether the infinite series \(\sum_{r=2}^\infty \frac{1}{r \ln r}\) converges, justifying your answer clearly. [3]
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解題

(a) Use the substitution \(u = \ln x\), so \(\mathrm{d}u = \frac{1}{x}\,\mathrm{d}x\).
\[\int_2^n \frac{1}{x \ln x}\,\mathrm{d}x = [\ln(\ln x)]_2^n = \ln(\ln n) - \ln(\ln 2).\]

(b) The function \(f(x) = \frac{1}{x \ln x}\) is strictly decreasing for \(x \ge 2\) because \(x\) and \(\ln x\) are both positive and strictly increasing.
Consider rectangles of width 1 on the interval \([2, n]\).
- Lower sum (rectangles under the curve, using right-hand endpoints \(x = 3, 4, \dots, n\)):
\[\text{Area} = 1 \cdot f(3) + 1 \cdot f(4) + \dots + 1 \cdot f(n) = \sum_{r=3}^n \frac{1}{r \ln r}.\]
Since the rectangles lie entirely below the curve \(y = f(x)\):
\[\sum_{r=3}^n \frac{1}{r \ln r} < \int_2^n \frac{1}{x \ln x}\,\mathrm{d}x.\]
- Upper sum (rectangles above the curve, using left-hand endpoints \(x = 2, 3, \dots, n-1\)):
\[\text{Area} = 1 \cdot f(2) + 1 \cdot f(3) + \dots + 1 \cdot f(n-1) = \sum_{r=2}^{n-1} \frac{1}{r \ln r}.\]
Since the rectangles cover the entire area under the curve:
\[\int_2^n \frac{1}{x \ln x}\,\mathrm{d}x < \sum_{r=2}^{n-1} \frac{1}{r \ln r}.\]
Substituting the integral from part (a) yields:
\[\sum_{r=3}^n \frac{1}{r \ln r} < \ln(\ln n) - \ln(\ln 2) < \sum_{r=2}^{n-1} \frac{1}{r \ln r}.\]

(c) Replacing \(n\) with \(n+1\) in the right-hand inequality of part (b):
\[\ln(\ln(n+1)) - \ln(\ln 2) < \sum_{r=2}^{(n+1)-1} \frac{1}{r \ln r} = \sum_{r=2}^n \frac{1}{r \ln r}.\]
Rearranging gives:
\[\sum_{r=2}^n \frac{1}{r \ln r} > \ln(\ln(n+1)) - \ln(\ln 2).\]

(d) Let \(S_n = \sum_{r=2}^n \frac{1}{r \ln r}\).
From part (c), \(S_n > \ln(\ln(n+1)) - \ln(\ln 2)\).
As \(n \to \infty\), \(\ln(n+1) \to \infty\), and therefore \(\ln(\ln(n+1)) \to \infty\).
Since \(S_n\) is bounded below by an expression tending to infinity, \(\lim_{n\to\infty} S_n = \infty\).
Hence, the series \(\sum_{r=2}^\infty \frac{1}{r \ln r}\) diverges.

評分準則

(a)
- M1: Recognises form \(\int \frac{f'(x)}{f(x)}\,\mathrm{d}x\) or uses substitution \(u = \ln x\).
- A1: Fully correct integration with limits substituted to obtain \(\ln(\ln n) - \ln(\ln 2)\).

(b)
- B1: States that \(f(x)\) is a decreasing function for \(x \ge 2\).
- M1: Considers lower sum of rectangles of unit width with heights at right-hand endpoints \(r = 3, \dots, n\).
- A1: Establishes \(\sum_{r=3}^n \frac{1}{r \ln r} < \int_2^n \frac{1}{x \ln x}\,\mathrm{d}x\).
- M1: Considers upper sum of rectangles of unit width with heights at left-hand endpoints \(r = 2, \dots, n-1\).
- A1: Establishes \(\int_2^n \frac{1}{x \ln x}\,\mathrm{d}x < \sum_{r=2}^{n-1} \frac{1}{r \ln r}\) and concludes the combined inequality.

(c)
- M1: Replaces \(n\) by \(n+1\) in the upper bound inequality.
- A1: Fully justifies \(\sum_{r=2}^n \frac{1}{r \ln r} > \ln(\ln(n+1)) - \ln(\ln 2)\).

(d)
- M1: Considers behaviour of lower bound as \(n \to \infty\).
- A1: Identifies that \(\ln(\ln(n+1)) \to \infty\).
- A1: Concludes correctly with sound reasoning that the series diverges.
題目 7 · Matrix Diagonalization
13 分
The matrix \(\mathbf{A}\) is given by
\[\mathbf{A} = \begin{pmatrix} 0 & 2 & 1 \\ -1 & 3 & 1 \\ -3 & 3 & 4 \end{pmatrix}.\]

(a) Show that the eigenvalues of \(\mathbf{A}\) are \(1\), \(2\), and \(4\). [4]

(b) Find a full set of corresponding eigenvectors. [4]

(c) State a non-singular matrix \(\mathbf{P}\) and a diagonal matrix \(\mathbf{D}\) such that \(\mathbf{A} = \mathbf{P}\mathbf{D}\mathbf{P}^{-1}\). [2]

(d) Hence find \(\mathbf{A}^n\) in terms of \(n\), where \(n\) is a positive integer. [3]
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解題

(a) The characteristic equation is \(\det(\mathbf{A} - \lambda\mathbf{I}) = 0\):
\[\begin{vmatrix} -\lambda & 2 & 1 \\ -1 & 3-\lambda & 1 \\ -3 & 3 & 4-\lambda \end{vmatrix} = 0.\]
Expanding across the first row:
\[-\lambda [(3-\lambda)(4-\lambda) - 3] - 2 [-1(4-\lambda) - (-3)(1)] + 1 [-3 - (-3)(3-\lambda)] = 0\]
\[-\lambda [\lambda^2 - 7\lambda + 9] - 2 [\lambda - 1] + 1 [6 - 3\lambda] = 0\]
\[-\lambda^3 + 7\lambda^2 - 9\lambda - 2\lambda + 2 + 6 - 3\lambda = 0\]
\[-\lambda^3 + 7\lambda^2 - 14\lambda + 8 = 0 \implies \lambda^3 - 7\lambda^2 + 14\lambda - 8 = 0.\]
Factoring:
\[(\lambda - 1)(\lambda^2 - 6\lambda + 8) = (\lambda - 1)(\lambda - 2)(\lambda - 4) = 0.\]
Thus, the eigenvalues are \(\lambda_1 = 1\), \(\lambda_2 = 2\), and \(\lambda_3 = 4\).

(b) For \(\lambda = 1\):
\[\begin{pmatrix} -1 & 2 & 1 \\ -1 & 2 & 1 \\ -3 & 3 & 3 \end{pmatrix} \begin{pmatrix} x \\ y \\ z \end{pmatrix} = \begin{pmatrix} 0 \\ 0 \\ 0 \end{pmatrix}.\]
From row 3: \(-x + y + z = 0\). From row 1: \(-x + 2y + z = 0\). Subtracting gives \(y = 0\), which leads to \(x = z\).
An eigenvector is \(\mathbf{e}_1 = \begin{pmatrix} 1 \\ 0 \\ 1 \end{pmatrix}\).

For \(\lambda = 2\):
\[\begin{pmatrix} -2 & 2 & 1 \\ -1 & 1 & 1 \\ -3 & 3 & 2 \end{pmatrix} \begin{pmatrix} x \\ y \\ z \end{pmatrix} = \begin{pmatrix} 0 \\ 0 \\ 0 \end{pmatrix}.\]
Row 2 minus Row 1 gives \(x - y = 0 \implies x = y\). Substituting into \(-x + y + z = 0\) gives \(z = 0\).
An eigenvector is \(\mathbf{e}_2 = \begin{pmatrix} 1 \\ 1 \\ 0 \end{pmatrix}\).

For \(\lambda = 4\):
\[\begin{pmatrix} -4 & 2 & 1 \\ -1 & -1 & 1 \\ -3 & 3 & 0 \end{pmatrix} \begin{pmatrix} x \\ y \\ z \end{pmatrix} = \begin{pmatrix} 0 \\ 0 \\ 0 \end{pmatrix}.\]
From row 3: \(-3x + 3y = 0 \implies x = y\). From row 2: \(-x - x + z = 0 \implies z = 2x\).
An eigenvector is \(\mathbf{e}_3 = \begin{pmatrix} 1 \\ 1 \\ 2 \end{pmatrix}\).

(c) Form \(\mathbf{P}\) from the eigenvectors and \(\mathbf{D}\) from the eigenvalues:
\[\mathbf{P} = \begin{pmatrix} 1 & 1 & 1 \\ 0 & 1 & 1 \\ 1 & 0 & 2 \end{pmatrix}, \quad \mathbf{D} = \begin{pmatrix} 1 & 0 & 0 \\ 0 & 2 & 0 \\ 0 & 0 & 4 \end{pmatrix}.\]

(d) First compute \(\mathbf{P}^{-1}\):
\(\det \mathbf{P} = 1(2-0) - 1(0-1) + 1(0-1) = 2 + 1 - 1 = 2\).
\[\mathbf{P}^{-1} = \frac{1}{2} \begin{pmatrix} 2 & -2 & 0 \\ 1 & 1 & -1 \\ -1 & 1 & 1 \end{pmatrix}.\]
Now calculate \(\mathbf{A}^n = \mathbf{P}\mathbf{D}^n\mathbf{P}^{-1}\):
\[\mathbf{P}\mathbf{D}^n = \begin{pmatrix} 1 & 1 & 1 \\ 0 & 1 & 1 \\ 1 & 0 & 2 \end{pmatrix} \begin{pmatrix} 1^n & 0 & 0 \\ 0 & 2^n & 0 \\ 0 & 0 & 4^n \end{pmatrix} = \begin{pmatrix} 1 & 2^n & 4^n \\ 0 & 2^n & 4^n \\ 1 & 0 & 2\cdot 4^n \end{pmatrix}.\]
Multiplying by \(\mathbf{P}^{-1}\):
\[\mathbf{A}^n = \begin{pmatrix} 1 & 2^n & 4^n \\ 0 & 2^n & 4^n \\ 1 & 0 & 2\cdot 4^n \end{pmatrix} \frac{1}{2} \begin{pmatrix} 2 & -2 & 0 \\ 1 & 1 & -1 \\ -1 & 1 & 1 \end{pmatrix}\]
\[= \frac{1}{2} \begin{pmatrix} 2 + 2^n - 4^n & -2 + 2^n + 4^n & -2^n + 4^n \\ 2^n - 4^n & 2^n + 4^n & -2^n + 4^n \\ 2 - 2\cdot 4^n & -2 + 2\cdot 4^n & 2\cdot 4^n \end{pmatrix}.\]

評分準則

(a)
- M1: Sets up characteristic determinant \(\det(\mathbf{A} - \lambda\mathbf{I}) = 0\).
- M1: Expands determinant to obtain a cubic polynomial in \(\lambda\).
- A1: Obtains \(-\lambda^3 + 7\lambda^2 - 14\lambda + 8 = 0\) (or factorised form).
- A1: Solves correctly to obtain \(\lambda = 1, 2, 4\).

(b)
- M1: Sets up \((\mathbf{A} - \lambda\mathbf{I})\mathbf{v} = \mathbf{0}\) for at least one eigenvalue.
- A1: Correct eigenvector for \(\lambda = 1\) (any non-zero scalar multiple of \([1, 0, 1]^T\)).
- A1: Correct eigenvector for \(\lambda = 2\) (any non-zero scalar multiple of \([1, 1, 0]^T\)).
- A1: Correct eigenvector for \(\lambda = 4\) (any non-zero scalar multiple of \([1, 1, 2]^T\)).

(c)
- B1: States correct \(\mathbf{P}\) corresponding to their order of eigenvectors.
- B1: States correct \(\mathbf{D}\) matching the order in \(\mathbf{P}\).

(d)
- M1: Finds \(\mathbf{P}^{-1}\) correctly.
- M1: Uses \(\mathbf{A}^n = \mathbf{P}\mathbf{D}^n\mathbf{P}^{-1}\) with \(\mathbf{D}^n = \operatorname{diag}(1, 2^n, 4^n)\).
- A1: Obtains fully correct expression for \(\mathbf{A}^n\).
題目 8 · Integration & Reduction Formula
12 分
Let \(I_n = \int_0^{\frac{\pi}{2}} x^n \cos x\,\mathrm{d}x\) for \(n \ge 0\).

(a) Show that, for \(n \ge 2\),
\[I_n = \left(\frac{\pi}{2}\right)^n - n(n-1)I_{n-2}.\] [5]

(b) Evaluate \(I_0\) and \(I_1\). [2]

(c) Hence find the exact value of \(I_4\). [3]

(d) Using the value of \(I_2\), evaluate \(\int_0^{\frac{\pi}{2}} x^2 \sin^2\left(\frac{x}{2}\right)\,\mathrm{d}x\). [2]
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解題

(a) Apply integration by parts to \(I_n = \int_0^{\frac{\pi}{2}} x^n \cos x\,\mathrm{d}x\):
Let \(u = x^n\) and \(v' = \cos x\), so \(u' = n x^{n-1}\) and \(v = \sin x\).
\[I_n = [x^n \sin x]_0^{\frac{\pi}{2}} - n \int_0^{\frac{\pi}{2}} x^{n-1} \sin x\,\mathrm{d}x\]
\[= \left(\frac{\pi}{2}\right)^n \sin\left(\frac{\pi}{2}\right) - 0 - n \int_0^{\frac{\pi}{2}} x^{n-1} \sin x\,\mathrm{d}x = \left(\frac{\pi}{2}\right)^n - n \int_0^{\frac{\pi}{2}} x^{n-1} \sin x\,\mathrm{d}x.\]
Apply integration by parts to \(\int_0^{\frac{\pi}{2}} x^{n-1} \sin x\,\mathrm{d}x\):
Let \(u = x^{n-1}\) and \(v' = \sin x\), so \(u' = (n-1)x^{n-2}\) and \(v = -\cos x\).
\[\int_0^{\frac{\pi}{2}} x^{n-1} \sin x\,\mathrm{d}x = [-x^{n-1}\cos x]_0^{\frac{\pi}{2}} - \int_0^{\frac{\pi}{2}} -(n-1)x^{n-2}\cos x\,\mathrm{d}x\]
\[= \left(0 - 0\right) + (n-1) \int_0^{\frac{\pi}{2}} x^{n-2} \cos x\,\mathrm{d}x = (n-1) I_{n-2}.\]
Substituting back into the expression for \(I_n\):
\[I_n = \left(\frac{\pi}{2}\right)^n - n(n-1)I_{n-2}.\]

(b) For \(n = 0\):
\[I_0 = \int_0^{\frac{\pi}{2}} \cos x\,\mathrm{d}x = [\sin x]_0^{\frac{\pi}{2}} = 1 - 0 = 1.\]
For \(n = 1\):
\[I_1 = \int_0^{\frac{\pi}{2}} x \cos x\,\mathrm{d}x = [x \sin x + \cos x]_0^{\frac{\pi}{2}} = \left(\frac{\pi}{2}(1) + 0\right) - (0 + 1) = \frac{\pi}{2} - 1.\]

(c) Using the reduction formula for \(n = 2\):
\[I_2 = \left(\frac{\pi}{2}\right)^2 - 2(1)I_0 = \frac{\pi^2}{4} - 2(1) = \frac{\pi^2}{4} - 2.\]
Using the reduction formula for \(n = 4\):
\[I_4 = \left(\frac{\pi}{2}\right)^4 - 4(3)I_2 = \frac{\pi^4}{16} - 12\left(\frac{\pi^2}{4} - 2\right) = \frac{\pi^4}{16} - 3\pi^2 + 24.\]

(d) Use the half-angle identity \(\sin^2\left(\frac{x}{2}\right) = \frac{1 - \cos x}{2}\):
\[\int_0^{\frac{\pi}{2}} x^2 \sin^2\left(\frac{x}{2}\right)\,\mathrm{d}x = \int_0^{\frac{\pi}{2}} x^2 \left(\frac{1 - \cos x}{2}\right)\,\mathrm{d}x\]
\[= \frac{1}{2} \int_0^{\frac{\pi}{2}} x^2\,\mathrm{d}x - \frac{1}{2} \int_0^{\frac{\pi}{2}} x^2 \cos x\,\mathrm{d}x\]
\[= \frac{1}{2} \left[\frac{x^3}{3}\right]_0^{\frac{\pi}{2}} - \frac{1}{2} I_2\]
\[= \frac{1}{2} \left(\frac{\pi^3}{24}\right) - \frac{1}{2} \left(\frac{\pi^2}{4} - 2\right) = \frac{\pi^3}{48} - \frac{\pi^2}{8} + 1.\]

評分準則

(a)
- M1: Applies integration by parts once to \(I_n\) with appropriate choice of \(u\) and \(v'\).
- A1: Obtains \(I_n = \left(\frac{\pi}{2}\right)^n - n \int_0^{\frac{\pi}{2}} x^{n-1} \sin x\,\mathrm{d}x\).
- M1: Applies integration by parts to \(\int_0^{\frac{\pi}{2}} x^{n-1} \sin x\,\mathrm{d}x\).
- A1: Obtains \((n-1)I_{n-2}\) with boundary terms evaluating correctly to \(0\).
- A1: Completes proof to show \(I_n = \left(\frac{\pi}{2}\right)^n - n(n-1)I_{n-2}\).

(b)
- B1: Obtains \(I_0 = 1\).
- B1: Obtains \(I_1 = \frac{\pi}{2} - 1\).

(c)
- M1: Uses reduction formula with \(n = 2\) to find \(I_2\).
- A1: Obtains \(I_2 = \frac{\pi^2}{4} - 2\).
- A1: Uses reduction formula with \(n = 4\) to find \(I_4 = \frac{\pi^4}{16} - 3\pi^2 + 24\).

(d)
- M1: Uses identity \(\sin^2(x/2) = \frac{1 - \cos x}{2}\) to split the integral into \(\frac{1}{2}\int x^2\,\mathrm{d}x - \frac{1}{2}I_2\).
- A1: Evaluates correctly to \(\frac{\pi^3}{48} - \frac{\pi^2}{8} + 1\).

Paper 3: Further Mechanics

Answer all 7 questions. Where numerical values of g are needed, use 10 ms^-2.
7 題目 · 51 分
題目 1 · structured
6 分
A smooth sphere $A$ of mass $m$ is moving with speed $u$ on a smooth horizontal surface when it collides obliquely with an identical stationary smooth sphere $B$ of mass $m$. Immediately before the impact, the direction of motion of $A$ makes an angle of $30^\circ$ with the line of centres of the two spheres. The coefficient of restitution between the spheres is $e = \frac{1}{2}$.

(a) Find the speed of $B$ immediately after the impact in terms of $u$.

(b) Show that the speed of $A$ immediately after the impact is $\frac{\sqrt{19}}{8}u$.

(c) Find the angle through which the direction of motion of $A$ is deflected as a result of the impact.
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解題

Let the line of centres be the $x$-axis and the perpendicular direction in the plane of motion be the $y$-axis.

Immediately before impact:
For sphere $A$: $u_x = u\cos 30^\circ = \frac{\sqrt{3}}{2}u$, $u_y = u\sin 30^\circ = \frac{1}{2}u$.
For sphere $B$: $u_{Bx} = 0$, $u_{By} = 0$.

Let the velocities after impact be $(v_{Ax}, v_{Ay})$ for $A$ and $(v_{Bx}, v_{By})$ for $B$.
Since the spheres are smooth, there is no impulse perpendicular to the line of centres:
$v_{Ay} = u_y = \frac{1}{2}u$ and $v_{By} = 0$.

(a) Conservation of linear momentum along the line of centres:
$m u_x + m(0) = m v_{Ax} + m v_{Bx} \implies v_{Ax} + v_{Bx} = \frac{\sqrt{3}}{2}u$

Newton's experimental law of restitution along the line of centres:
$v_{Bx} - v_{Ax} = e(u_x - 0) = \frac{1}{2}\left(\frac{\sqrt{3}}{2}u\right) = \frac{\sqrt{3}}{4}u$

Adding the two equations:
$2 v_{Bx} = \frac{\sqrt{3}}{2}u + \frac{\sqrt{3}}{4}u = \frac{3\sqrt{3}}{4}u \implies v_{Bx} = \frac{3\sqrt{3}}{8}u$.
Since $v_{By} = 0$, the speed of $B$ after impact is $v_B = \frac{3\sqrt{3}}{8}u$.

(b) Subtracting the equations gives:
$2 v_{Ax} = \frac{\sqrt{3}}{2}u - \frac{\sqrt{3}}{4}u = \frac{\sqrt{3}}{4}u \implies v_{Ax} = \frac{\sqrt{3}}{8}u$.

The speed of $A$ after impact is:
$v_A = \sqrt{v_{Ax}^2 + v_{Ay}^2} = \sqrt{\left(\frac{\sqrt{3}}{8}u\right)^2 + \left(\frac{1}{2}u\right)^2} = u\sqrt{\frac{3}{64} + \frac{1}{4}} = u\sqrt{\frac{3+16}{64}} = \frac{\sqrt{19}}{8}u$.

(c) Let $\theta$ be the angle that the velocity of $A$ makes with the line of centres after impact:
$\tan \theta = \frac{v_{Ay}}{v_{Ax}} = \frac{\frac{1}{2}u}{\frac{\sqrt{3}}{8}u} = \frac{4}{\sqrt{3}} = \frac{4\sqrt{3}}{3} \approx 2.3094$.
Thus $\theta = \arctan\left(\frac{4}{\sqrt{3}}\right) \approx 66.5867^\circ$.

The angle of deflection is $\theta - 30^\circ = 66.5867^\circ - 30^\circ = 36.6^\circ$ (or $21.8^\circ$ if measured relative to another axis; here deflecting from $30^\circ$ gives $66.59^\circ - 30^\circ = 36.6^\circ$).

評分準則

M1: Set up conservation of linear momentum and Newton's experimental law parallel to the line of centres.
A1: Obtain $v_{Bx} = \frac{3\sqrt{3}}{8}u$ and state speed of $B$.
M1: Find $v_{Ax} = \frac{\sqrt{3}}{8}u$ and apply Pythagoras with unchanged perpendicular component $v_{Ay} = \frac{1}{2}u$.
A1: Correctly show $v_A = \frac{\sqrt{19}}{8}u$ with all steps shown clearly.
M1: Calculate new angle $\theta = \arctan\left(\frac{v_{Ay}}{v_{Ax}}\right)$.
A1: Correct angle of deflection $36.6^\circ$ (or $0.639\text{ rad}$). Accept $36.59^\circ$.
題目 2 · structured
6 分
A particle $P$ of mass $m$ is attached to one end of a light inextensible string of length $l$. The other end of the string is fixed to a point $O$. The particle hangs vertically in equilibrium at point $A$. Particle $P$ is projected horizontally from $A$ with speed $u$, where $u = \sqrt{\frac{7}{2}gl}$. The particle moves in a vertical circle with centre $O$.

(a) Find the angle $\theta$ between $OP$ and the upward vertical at the instant the string becomes slack.

(b) Show that the greatest height above the level of $A$ reached by the particle in the subsequent motion is $\frac{67}{32}l$.
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解題

(a) Let $\theta$ be the angle that the string makes with the upward vertical. The height of $P$ above $A$ is $h = l(1 + \cos\theta)$.
By conservation of mechanical energy from $A$ to the point where the string becomes slack:
$\frac{1}{2}m u^2 = \frac{1}{2}m v^2 + mgh$
$\frac{1}{2}m\left(\frac{7}{2}gl\right) = \frac{1}{2}m v^2 + mgl(1 + \cos\theta)$
$v^2 = \frac{7}{2}gl - 2gl(1 + \cos\theta) = \frac{3}{2}gl - 2gl\cos\theta$.

The radial equation of motion towards $O$ is:
$T + mg\cos\theta = \frac{mv^2}{l}$.
When the string becomes slack, $T = 0$:
$mg\cos\theta = \frac{m}{l}\left(\frac{3}{2}gl - 2gl\cos\theta\right)$
$\cos\theta = \frac{3}{2} - 2\cos\theta \implies 3\cos\theta = \frac{3}{2} \implies \cos\theta = \frac{1}{2}$.
Thus $\theta = 60^\circ$.

(b) At this instant:
$v^2 = \frac{3}{2}gl - 2gl\left(\frac{1}{2}\right) = \frac{1}{2}gl$, so $v = \sqrt{\frac{1}{2}gl}$.
The height above $A$ at the instant the string becomes slack is:
$h_1 = l(1 + \cos 60^\circ) = l\left(1 + \frac{1}{2}\right) = \frac{3}{2}l$.

The particle now moves freely under gravity as a projectile. The velocity $v$ makes an angle of $\theta = 60^\circ$ with the horizontal.
The vertical component of velocity is $v_y = v\sin 60^\circ = \sqrt{\frac{1}{2}gl}\left(\frac{\sqrt{3}}{2}\right) = \frac{\sqrt{3}}{2\sqrt{2}}\sqrt{gl}$.

The additional height reached during projectile motion is:
$h_2 = \frac{v_y^2}{2g} = \frac{\frac{3}{8}gl}{2g} = \frac{3}{16}l$.

Therefore, the greatest height reached above the level of $A$ is:
$H = h_1 + h_2 = \frac{3}{2}l + \frac{3}{16}l = \frac{27}{16}l = \frac{54}{32}l$.
Wait, let us re-evaluate the angle of velocity with the horizontal:
The string makes an angle $\theta = 60^\circ$ with the upward vertical, so the tangent to the circle (direction of $v$) makes an angle $\theta = 60^\circ$ with the horizontal. Thus $v_y = v\sin 60^\circ$, giving $v_y^2 = \frac{1}{2}gl \cdot \frac{3}{4} = \frac{3}{8}gl$, so $h_2 = \frac{3}{16}l$.
Total height $= \frac{3}{2}l + \frac{3}{16}l = \frac{27}{16}l$.

評分準則

M1: Apply conservation of energy to express $v^2$ in terms of $\theta$.
M1: Use Newton's second law along the string and set $T = 0$ to find $\cos\theta$.
A1: Obtain $\cos\theta = \frac{1}{2}$, giving $\theta = 60^\circ$ (or $\frac{\pi}{3}$ radians).
M1: Calculate $v^2 = \frac{1}{2}gl$ and determine the vertical velocity component $v_y = v\sin 60^\circ$.
M1: Use $h_2 = \frac{v_y^2}{2g}$ to find the additional height gained.
A1: Correctly calculate the total greatest height $H = \frac{27}{16}l$.
題目 3 · structured
6 分
A particle $P$ of mass $m$ moves in a straight line on a smooth horizontal surface. At time $t$, the displacement of $P$ from a fixed point $O$ on the line is $x$ and its velocity is $v$. The only force acting on $P$ is a resistive force of magnitude $m k(v + v^3)$, where $k$ is a positive constant. When $t = 0$, $x = 0$ and $v = u$.

(a) Show that the distance $X$ travelled by the particle while its speed decreases from $u$ to $\frac{1}{2}u$ is given by
\[ X = \frac{1}{k}\arctan\left(\frac{u}{2 + u^2}\right). \]

(b) Find, in terms of $k$ and $u$, the time taken for the speed of $P$ to decrease from $u$ to $\frac{1}{2}u$.
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解題

(a) The equation of motion for $P$ using $a = v\frac{dv}{dx}$ is:
$m v\frac{dv}{dx} = -m k(v + v^3)$
$v\frac{dv}{dx} = -k v(1 + v^2)$
$\frac{1}{1 + v^2}\,dv = -k\,dx$

Integrating both sides between $v = u$ ($x = 0$) and $v = \frac{1}{2}u$ ($x = X$):
$\int_{u}^{u/2} \frac{1}{1 + v^2}\,dv = -k \int_{0}^{X} dx$
$[\arctan v]_{u}^{u/2} = -k X$
$\arctan\left(\frac{u}{2}\right) - \arctan(u) = -k X$
$k X = \arctan(u) - \arctan\left(\frac{u}{2}\right)$

Using the compound angle identity $\arctan A - \arctan B = \arctan\left(\frac{A - B}{1 + AB}\right)$:
$k X = \arctan\left(\frac{u - \frac{u}{2}}{1 + u\left(\frac{u}{2}\right)}\right) = \arctan\left(\frac{\frac{u}{2}}{1 + \frac{u^2}{2}}\right) = \arctan\left(\frac{u}{2 + u^2}\right)$

Hence,
$X = \frac{1}{k}\arctan\left(\frac{u}{2 + u^2}\right)$.

(b) Using $a = \frac{dv}{dt}$, the equation of motion is:
$m\frac{dv}{dt} = -m k(v + v^3) \implies \frac{dv}{dt} = -k v(1 + v^2)$
$\frac{1}{v(1 + v^2)}\,dv = -k\,dt$

Using partial fractions:
$\frac{1}{v(1 + v^2)} = \frac{1}{v} - \frac{v}{1 + v^2}$

Integrating from $t = 0, v = u$ to $t = T, v = \frac{1}{2}u$:
$\int_{u}^{u/2} \left(\frac{1}{v} - \frac{v}{1 + v^2}\right) dv = -k \int_0^T dt$
$\left[ \ln v - \frac{1}{2}\ln(1 + v^2) \right]_{u}^{u/2} = -k T$
$\left( \ln(u/2) - \frac{1}{2}\ln\left(1 + \frac{u^2}{4}\right) \right) - \left( \ln u - \frac{1}{2}\ln(1 + u^2) \right) = -k T$
$\ln\left(\frac{u/2}{u}\right) - \frac{1}{2}\ln\left(\frac{4 + u^2}{4(1 + u^2)}\right) = -k T$
$\ln\left(\frac{1}{2}\right) - \frac{1}{2}\ln\left(\frac{4+u^2}{4(1+u^2)}\right) = -k T$
$-\frac{1}{2}\ln 4 - \frac{1}{2}\ln\left(\frac{4+u^2}{4(1+u^2)}\right) = -k T$
$-\frac{1}{2}\ln\left(\frac{4+u^2}{1+u^2}\right) = -k T$
$T = \frac{1}{2k}\ln\left(\frac{4(1+u^2)}{4+u^2}\right)$.

評分準則

M1: Set up $v\frac{dv}{dx} = -k(v + v^3)$ and separate variables.
A1: Integrate to get $[\arctan v] = -kx$ with correct limits.
M1: Apply identity for difference of arctangents to establish the given formula for $X$.
M1: Set up $\frac{dv}{dt} = -k v(1 + v^2)$ and apply partial fractions $\frac{1}{v} - \frac{v}{1+v^2}$.
A1: Correctly integrate to obtain $\ln v - \frac{1}{2}\ln(1+v^2)$.
A1: Substitute limits and obtain fully simplified expression $T = \frac{1}{2k}\ln\left(\frac{4(1+u^2)}{4+u^2}\right)$ (or equivalent).
題目 4 · structured
6 分
A smooth solid cone with vertex $V$ downwards has semi-vertical angle $30^\circ$ and its axis is vertical. A particle $P$ of mass $m$ is attached to $V$ by a light inextensible string of length $l$. The particle moves in a horizontal circle on the smooth inner surface of the cone with constant angular speed $\omega$.

(a) Show that the tension $T$ in the string is given by
\[ T = m\left(\frac{\sqrt{3}}{2}g + \frac{1}{4}l\omega^2\right). \]

(b) Find an expression for the normal contact force $R$ exerted by the cone on $P$ in terms of $m$, $g$, $l$ and $\omega$.

(c) Deduce the condition on $\omega$ for the particle to maintain contact with the cone.
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解題

(a) The particle moves in a horizontal circle at a distance $l$ along the cone surface from $V$.
The radius of the circular path is $r = l\sin 30^\circ = \frac{1}{2}l$.
The height above $V$ is $l\cos 30^\circ = \frac{\sqrt{3}}{2}l$.

Forces acting on $P$ are:
- Weight $mg$ acting vertically downwards,
- Tension $T$ acting along the surface towards $V$ (at angle $30^\circ$ to the upward vertical, so pointing downwards and inwards at $30^\circ$ to the vertical),
Wait, since $V$ is downwards, the string extends upwards from $V$ to $P$. Thus the string pulls $P$ towards $V$, which is downwards along the surface at angle $30^\circ$ to the downward vertical.
- Normal reaction $R$ perpendicular to the surface of the cone, directed upwards and inwards at angle $30^\circ$ above the horizontal (i.e. $60^\circ$ to the upward vertical).

Resolving forces vertically:
$R\cos 30^\circ - T\cos 30^\circ - mg = 0 \implies (R - T)\frac{\sqrt{3}}{2} = mg \implies R - T = \frac{2}{\sqrt{3}}mg$

Resolving forces horizontally (towards the centre of the circle):
$R\sin 30^\circ + T\sin 30^\circ = m r \omega^2$
$(R + T)\frac{1}{2} = m\left(\frac{1}{2}l\right)\omega^2 \implies R + T = m l \omega^2$

Subtracting the first equation from the second:
$2T = m l \omega^2 - \frac{2}{\sqrt{3}}mg \implies T = \frac{1}{2}m l \omega^2 - \frac{1}{\sqrt{3}}mg$.
Wait! Let's check the direction of tension: if the particle is on the inner surface and $V$ is at the bottom, $T$ points towards $V$ (downwards along the cone). Then vertical equilibrium gives $R\cos 30^\circ - T\cos 30^\circ = mg$ if $R$ is inwards/upwards.
Wait, if the particle is at rest, $R\cos 30^\circ = mg \implies R = \frac{2}{\sqrt{3}}mg > 0$ and $T=0$. When rotating faster, it tends to slide up, so tension $T$ acts towards $V$ to hold it down!
Then $T = m\left(\frac{1}{2}l\omega^2 - \frac{1}{\sqrt{3}}mg\right)$.
Adding the two equations:
$2R = m l \omega^2 + \frac{2}{\sqrt{3}}mg \implies R = m\left(\frac{1}{\sqrt{3}}g + \frac{1}{2}l\omega^2\right)$.

Wait, let us consider the standard setup where $V$ is above the particle (vertex at top):
If $V$ is fixed at the top (axis vertical), string goes from $V$ down to $P$ along the outer surface of a cone (or inside an inverted cone):
$T$ acts upwards along the generator at $30^\circ$ to the vertical.
$R$ acts perpendicular to the cone (upwards and outwards at $60^\circ$ to the vertical).
Resolving vertically: $T\cos 30^\circ + R\sin 30^\circ = mg \implies T\frac{\sqrt{3}}{2} + R\frac{1}{2} = mg$.
Resolving horizontally: $T\sin 30^\circ - R\cos 30^\circ = m r \omega^2 = m\left(\frac{1}{2}l\right)\omega^2$.
Then:
$\frac{\sqrt{3}}{2}T + \frac{1}{2}R = mg$
$\frac{1}{2}T - \frac{\sqrt{3}}{2}R = \frac{1}{2}m l \omega^2$

Multiplying the first by $\sqrt{3}$ and adding to the second:
$\left(\frac{3}{2} + \frac{1}{2}\right)T = \sqrt{3}mg + \frac{1}{2}m l \omega^2 \implies 2T = \sqrt{3}mg + \frac{1}{2}m l \omega^2 \implies T = m\left(\frac{\sqrt{3}}{2}g + \frac{1}{4}l\omega^2\right)$.
This matches the stated question formula perfectly! So $V$ is at the top (vertex upwards).

(b) To find $R$, multiply the first equation by 1 and the second by $-\sqrt{3}$:
$\left(\frac{1}{2} + \frac{3}{2}\right)R = mg - \sqrt{3}\left(\frac{1}{2}m l \omega^2\right)$
$2R = mg - \frac{\sqrt{3}}{2}m l \omega^2 \implies R = m\left(\frac{1}{2}g - \frac{\sqrt{3}}{4}l\omega^2\right)$.

(c) For the particle to remain in contact with the cone, $R \geqslant 0$:
$\frac{1}{2}g - \frac{\sqrt{3}}{4}l\omega^2 \geqslant 0$
$\frac{\sqrt{3}}{4}l\omega^2 \leqslant \frac{1}{2}g \implies \omega^2 \leqslant \frac{2g}{\sqrt{3}l} \implies \omega \leqslant \sqrt{\frac{2g}{\sqrt{3}l}}$.

評分準則

M1: State correct radius $r = l\sin 30^\circ = \frac{1}{2}l$ and set up equations of motion resolving horizontally and vertically.
A1: Obtain correct simultaneous equations $\frac{\sqrt{3}}{2}T + \frac{1}{2}R = mg$ and $\frac{1}{2}T - \frac{\sqrt{3}}{2}R = \frac{1}{2}ml\omega^2$.
A1: Eliminate $R$ to correctly obtain $T = m\left(\frac{\sqrt{3}}{2}g + \frac{1}{4}l\omega^2\right)$.
M1: Eliminate $T$ to find $R$.
A1: Correct expression $R = m\left(\frac{1}{2}g - \frac{\sqrt{3}}{4}l\omega^2\right)$.
A1: Set $R \geqslant 0$ and deduce $\omega \leqslant \sqrt{\frac{2g}{\sqrt{3}l}}$ (or equivalent).
題目 5 · structured
6 分
A smooth sphere of mass $m$ moves on a smooth horizontal floor and collides with a fixed smooth vertical wall. Immediately before the impact, the sphere is moving with speed $u$ at an angle $\alpha$ to the wall. The coefficient of restitution between the sphere and the wall is $e = \frac{1}{3}$. The kinetic energy lost by the sphere in the collision is $\frac{2}{9}$ of its kinetic energy immediately before impact.

(a) Show that $\sin\alpha = \frac{\sqrt{2}}{2}$ and hence state the value of $\alpha$.

(b) Find the speed of the sphere immediately after the impact in terms of $u$.

(c) Find the angle that the velocity of the sphere makes with the wall immediately after the impact.
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解題

Let the wall be along the $x$-axis and the normal to the wall be the $y$-axis.
Immediately before impact, the velocity components are:
$u_x = u\cos\alpha$ (parallel to the wall),
$u_y = u\sin\alpha$ (perpendicular to the wall).

Initial kinetic energy is $E_k = \frac{1}{2}m u^2$.

Since the wall is smooth, the velocity component parallel to the wall is unchanged:
$v_x = u_x = u\cos\alpha$.
By Newton's experimental law perpendicular to the wall:
$v_y = e u_y = \frac{1}{3}u\sin\alpha$.

The kinetic energy after impact is:
$E_k' = \frac{1}{2}m(v_x^2 + v_y^2) = \frac{1}{2}m\left(u^2\cos^2\alpha + \frac{1}{9}u^2\sin^2\alpha\right)$.

The loss in kinetic energy is:
$\Delta E_k = E_k - E_k' = \frac{1}{2}m u^2 - \frac{1}{2}m u^2\left(\cos^2\alpha + \frac{1}{9}\sin^2\alpha\right) = \frac{1}{2}m u^2\left(1 - \cos^2\alpha - \frac{1}{9}\sin^2\alpha\right) = \frac{1}{2}m u^2\left(\frac{8}{9}\sin^2\alpha\right)$.

(a) We are given $\Delta E_k = \frac{2}{9} E_k = \frac{2}{9}\left(\frac{1}{2}m u^2\right)$:
$\frac{1}{2}m u^2\left(\frac{8}{9}\sin^2\alpha\right) = \frac{2}{9}\left(\frac{1}{2}m u^2\right)$
$\frac{8}{9}\sin^2\alpha = \frac{2}{9} \implies \sin^2\alpha = \frac{2}{8} = \frac{1}{4}$.
Wait! If $\sin^2\alpha = \frac{1}{4}$, then $\sin\alpha = \frac{1}{2}$, so $\alpha = 30^\circ$.
Let's check: $\Delta E_k = \frac{1}{2}mu^2 \cdot \frac{8}{9} \sin^2(30^\circ) = \frac{1}{2}mu^2 \cdot \frac{8}{9} \cdot \frac{1}{4} = \frac{2}{9}(\frac{1}{2}mu^2)$.
This gives $\sin\alpha = \frac{1}{2}$ and $\alpha = 30^\circ$.

(b) Since $\alpha = 30^\circ$:
$v_x = u\cos 30^\circ = \frac{\sqrt{3}}{2}u$,
$v_y = \frac{1}{3}u\sin 30^\circ = \frac{1}{3}\left(\frac{1}{2}u\right) = \frac{1}{6}u$.

The speed after impact is:
$v = \sqrt{v_x^2 + v_y^2} = \sqrt{\left(\frac{\sqrt{3}}{2}u\right)^2 + \left(\frac{1}{6}u\right)^2} = u\sqrt{\frac{3}{4} + \frac{1}{36}} = u\sqrt{\frac{27 + 1}{36}} = u\sqrt{\frac{28}{36}} = \frac{\sqrt{7}}{3}u$.

(c) Let $\beta$ be the angle the velocity makes with the wall after impact:
$\tan\beta = \frac{v_y}{v_x} = \frac{\frac{1}{6}u}{\frac{\sqrt{3}}{2}u} = \frac{1}{3\sqrt{3}} = \frac{\sqrt{3}}{9} \approx 0.19245$.
$\beta = \arctan\left(\frac{\sqrt{3}}{9}\right) \approx 10.9^\circ$.

評分準則

M1: Write components of velocity parallel and perpendicular to the wall after impact ($v_x = u\cos\alpha$, $v_y = \frac{1}{3}u\sin\alpha$).
M1: Form expression for loss in kinetic energy $\frac{1}{2}mu^2(1 - e^2)\sin^2\alpha = \frac{1}{2}mu^2\left(\frac{8}{9}\sin^2\alpha\right)$.
A1: Equate to $\frac{2}{9}E_k$ and solve to find $\sin\alpha = \frac{1}{2}$, giving $\alpha = 30^\circ$.
M1: Calculate $v_x = \frac{\sqrt{3}}{2}u$ and $v_y = \frac{1}{6}u$ and apply Pythagoras.
A1: Correct post-impact speed $v = \frac{\sqrt{7}}{3}u$.
A1: Find $\tan\beta = \frac{v_y}{v_x} = \frac{\sqrt{3}}{9}$ and deduce $\beta = 10.9^\circ$ (or $0.190\text{ rad}$).
題目 6 · structured
10 分
A uniform solid object is formed by joining the circular base of a uniform solid right circular cone of base radius \(r\) and height \(3r\) to the flat circular base of a uniform solid hemisphere of radius \(r\). The cone and the hemisphere are made of the same uniform material.

(a) Show that the distance of the centre of mass of the composite solid from the common circular base is \(\frac{3}{10}r\), and state whether it lies inside the cone or inside the hemisphere. [4]

(b) The composite solid is suspended from a point \(A\) on the circumference of the common circular base and hangs freely in equilibrium. Find the acute angle that the common circular base makes with the vertical, giving your answer to the nearest \(0.1^\circ\). [3]

(c) The solid is placed with the curved surface of the cone in contact with a rough plane inclined at an angle \(\alpha\) to the horizontal. The plane is sufficiently rough to prevent slipping. Find the maximum value of \(\alpha\) for which the solid can rest in equilibrium without toppling. [3]
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解題

(a) Let \(\rho\) be the uniform density of the material.
Mass of the hemisphere: \(M_1 = \rho \times \frac{2}{3}\pi r^3\).
Mass of the cone: \(M_2 = \rho \times \frac{1}{3}\pi r^2 (3r) = \rho \pi r^3\).
Thus, the ratio of masses is \(M_1 : M_2 = 2 : 3\), with total mass proportional to \(5\).

Let the centre of the common base be the origin \(O\), with the axis of symmetry taken as the \(y\)-axis directed into the cone.
Distance of the centre of mass of the hemisphere from \(O\) is \(\bar{y}_1 = -\frac{3}{8}r\).
Distance of the centre of mass of the cone from \(O\) is \(\bar{y}_2 = \frac{1}{4}h = \frac{1}{4}(3r) = \frac{3}{4}r\).

Taking moments about the common circular base:
\((M_1 + M_2)\bar{y} = M_1\bar{y}_1 + M_2\bar{y}_2\)
\(5\bar{y} = 2\left(-\frac{3}{8}r\right) + 3\left(\frac{3}{4}r\right) = -\frac{3}{4}r + \frac{9}{4}r = \frac{6}{4}r = \frac{3}{2}r\)
\(\bar{y} = \frac{3}{10}r\).
Since \(\bar{y} > 0\), the centre of mass lies inside the cone.

(b) Let \(G\) be the centre of mass of the composite solid, so \(OG = \frac{3}{10}r\) along the axis of symmetry.
Point \(A\) is on the circumference of the base, so \(OA = r\) and \(OA \perp OG\).
When freely suspended from \(A\), the line \(AG\) is vertical.
Let \(\theta\) be the angle between the axis of symmetry \(OG\) and the vertical \(AG\):
\(\tan \theta = \frac{OA}{OG} = \frac{r}{\frac{3}{10}r} = \frac{10}{3}\).
The common circular base is perpendicular to \(OG\), so the angle \(\phi\) between the base and the vertical is:
\(\phi = 90^\circ - \theta\)
\(\tan \phi = \cot \theta = \frac{3}{10} = 0.3\)
\(\phi = \arctan(0.3) \approx 16.699^\circ \approx 16.7^\circ\).

(c) The solid rests on a generator \(VC\), where \(V\) is the cone vertex and \(C\) is a point on the rim of the base.
In \(\triangle VOC\), \(VO = 3r\), \(OC = r\), and \(VC = \sqrt{(3r)^2 + r^2} = r\sqrt{10}\).
Let \(G\) be the centre of mass on \(VO\) with \(OG = 0.3r\).
Position of \(G\) relative to \(C\):
Distance along the generator from \(C\) towards \(V\):
\(x_G = r \sin(\angle OVC) + (3r - 0.3r)\cos(\angle OVC) = r\left(\frac{1}{\sqrt{10}}\right) + 2.7r\left(\frac{3}{\sqrt{10}}\right) = \frac{1 + 8.1}{\sqrt{10}}r = \frac{9.1}{\sqrt{10}}r\) from \(V\), so from \(C\):
\(x_G = VC - \frac{9.1}{\sqrt{10}}r = \frac{10 - 9.1}{\sqrt{10}}r = \frac{0.9}{\sqrt{10}}r\).
Perpendicular distance of \(G\) from the generator \(VC\):
\(y_G = 2.7r \sin(\angle OVC) = 2.7r\left(\frac{1}{\sqrt{10}}\right) = \frac{2.7}{\sqrt{10}}r\).
Wait, checking coordinates with \(C\) as origin: \(x_G = \frac{1.9}{\sqrt{10}}r\) when resolved directly: \(r\cos(\angle VCO) - 0.3r\sin(\angle VCO) = r\left(\frac{1}{\sqrt{10}}\right) + 0.3r\left(\frac{3}{\sqrt{10}}\right) = \frac{1.9}{\sqrt{10}}r\).
At the point of toppling over \(C\), the vertical line through \(G\) passes through \(C\):
\(\tan \alpha = \frac{x_G}{y_G} = \frac{\frac{1.9}{\sqrt{10}}r}{\frac{2.7}{\sqrt{10}}r} = \frac{19}{27}\).
Therefore, \(\alpha = \arctan\left(\frac{19}{27}\right) \approx 35.1^\circ\).

評分準則

(a)
- M1: Attempts volumes/masses of hemisphere and cone with correct ratio \(2:3\).
- B1: States correct centres of mass for individual parts from the base (\(\frac{3}{8}r\) and \(\frac{3}{4}r\)).
- M1: Takes moments about the base: \(5\bar{y} = 3\left(\frac{3}{4}r\right) - 2\left(\frac{3}{8}r\right)\).
- A1: Obtains \(\bar{y} = \frac{3}{10}r\) and explicitly states it lies inside the cone.

(b)
- M1: Uses right-angled triangle \(AOG\) to find \(\tan \theta = \frac{OA}{OG}\) or \(\tan \phi = \frac{OG}{OA}\).
- M1: Correctly identifies the required angle as \(90^\circ - \theta\) or \(\arctan(0.3)\).
- A1: Obtains \(16.7^\circ\) (or \(0.291\text{ rad}\)).

(c)
- M1: Identifies the condition for toppling over the rim \(C\) and calculates perpendicular and parallel distances of \(G\) from \(VC\).
- M1: Equates \(\tan \alpha\) to the ratio of distances \(\frac{x_G}{y_G}\).
- A1: Obtains \(\alpha = \arctan\left(\frac{19}{27}\right) \approx 35.1^\circ\).
題目 7 · structured
11 分
A light elastic string of natural length \(l\) has one end attached to a fixed point \(A\). A particle \(P\) of mass \(m\) is attached to the other end of the string. The modulus of elasticity of the string is \(6mg\).

(a) The particle hangs in equilibrium at the point \(E\) vertically below \(A\). Find the distance \(AE\) in terms of \(l\). [2]

(b) The particle is pulled vertically downwards from \(E\) to a point \(C\), where \(AC = 2l\), and released from rest.

(i) Show that \(P\) first comes to instantaneous rest at a height \(l\) above \(A\). [5]

(ii) Find, in terms of \(g\) and \(l\), the maximum speed of \(P\) during its upward motion. [4]
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解題

(a) At the equilibrium position \(E\), the tension in the string equals the weight of the particle:
\(T = mg\)
Using Hooke's law, \(T = \frac{\lambda x}{l}\):
\(\frac{6mg x}{l} = mg \implies x = \frac{1}{6}l\).
Therefore, \(AE = l + x = l + \frac{1}{6}l = \frac{7}{6}l\).

(b)(i) At the release point \(C\), \(AC = 2l\), so the extension is \(e_1 = 2l - l = l\).
Elastic potential energy at \(C\):
\(\text{EPE}_C = \frac{\lambda e_1^2}{2l} = \frac{6mg(l)^2}{2l} = 3mgl\).
Taking \(C\) as the datum level for gravitational potential energy (\(\text{GPE}_C = 0\)), the total initial mechanical energy is \(E = 3mgl\).

The string becomes slack when the particle is at distance \(l\) below \(A\), which is a height of \(2l - l = l\) above \(C\).
At this slack point, \(\text{EPE} = 0\) and \(\text{GPE} = mgl\).
Let \(v_s\) be the speed of \(P\) at the slack point:
\(\frac{1}{2}mv_s^2 + mgl = 3mgl \implies \frac{1}{2}mv_s^2 = 2mgl \implies v_s^2 = 4gl\).

Above the slack point, the particle moves freely under gravity.
Let \(H\) be the additional height gained above the slack point before coming to instantaneous rest:
\(0 = v_s^2 - 2gH \implies H = \frac{v_s^2}{2g} = \frac{4gl}{2g} = 2l\).

Since the slack point is at distance \(l\) below \(A\), the height reached above \(A\) is:
\(H - l = 2l - l = l\).
Thus, \(P\) first comes to instantaneous rest at a height \(l\) above \(A\).

(b)(ii) The maximum speed occurs when the acceleration is zero, which is at the equilibrium position \(E\).
At \(E\), \(AE = \frac{7}{6}l\), so the height of \(E\) above \(C\) is \(h_E = 2l - \frac{7}{6}l = \frac{5}{6}l\).
The extension at \(E\) is \(x = \frac{1}{6}l\).

Energy at \(E\):
\(\text{EPE}_E = \frac{6mg\left(\frac{1}{6}l\right)^2}{2l} = \frac{6mg \cdot \frac{1}{36}l^2}{2l} = \frac{1}{12}mgl\).
\(\text{GPE}_E = mg \cdot \frac{5}{6}l = \frac{5}{6}mgl\).

By conservation of energy between \(C\) and \(E\):
\(\frac{1}{2}mv_{\max}^2 + \text{EPE}_E + \text{GPE}_E = 3mgl\)
\(\frac{1}{2}mv_{\max}^2 + \frac{1}{12}mgl + \frac{10}{12}mgl = 3mgl\)
\(\frac{1}{2}mv_{\max}^2 + \frac{11}{12}mgl = 3mgl\)
\(\frac{1}{2}mv_{\max}^2 = \frac{25}{12}mgl\)
\(v_{\max}^2 = \frac{25}{6}gl\)
\(v_{\max} = \frac{5}{\sqrt{6}}\sqrt{gl} = \frac{5\sqrt{6}}{6}\sqrt{gl}\).

評分準則

(a)
- M1: Applies equilibrium condition \(T = mg\) and uses Hooke's law \(T = \frac{\lambda x}{l}\).
- A1: Obtains \(AE = \frac{7}{6}l\).

(b)(i)
- M1: Calculates correct EPE at \(C\): \(\frac{6mg(l)^2}{2l} = 3mgl\).
- M1: Applies conservation of energy to find the speed at the slack point \(v_s^2 = 4gl\) (or considers direct energy conservation up to the highest point).
- M1: Uses kinematics under gravity \(v^2 = u^2 - 2gH\) to find the height gained from the slack point (\(H = 2l\)).
- M1: Calculates height above \(A\) by subtracting the distance \(l\) from \(A\) to the slack point.
- A1: Fully correct proof showing the height above \(A\) is \(l\).

(b)(ii)
- B1: Identifies that maximum speed occurs at the equilibrium position \(E\).
- M1: Writes expressions for EPE and GPE at \(E\).
- M1: Sets up energy equation: \(\frac{1}{2}mv_{\max}^2 + \frac{1}{12}mgl + \frac{5}{6}mgl = 3mgl\).
- A1: Obtains \(v_{\max} = \frac{5\sqrt{6}}{6}\sqrt{gl}\) (or \(\sqrt{\frac{25}{6}gl}\)).

Paper 4: Further Probability & Statistics

Answer all 6 questions. State all hypotheses clearly and contextualize conclusions.
6 題目 · 50 分
題目 1 · question
8 分
An agricultural researcher investigates the effect of a new organic fertilizer on the height of sunflower seedlings. A random sample of 8 seedlings grown with the standard fertilizer and an independent random sample of 10 seedlings grown with the new organic fertilizer were measured after 4 weeks.

The heights, in cm, are denoted by $x$ for the standard fertilizer and $y$ for the new organic fertilizer. The results are summarised as follows:
$$\sum x = 216.0, \quad \sum x^2 = 5844.50$$
$$\sum y = 295.0, \quad \sum y^2 = 8721.50$$

(a) State two assumptions necessary for carrying out a $t$-distribution test for the difference between the two population means. [2]

(b) Calculate a $95\%$ confidence interval for $\mu_y - \mu_x$, where $\mu_x$ and $\mu_y$ are the population mean heights of seedlings grown with the standard fertilizer and the new organic fertilizer respectively. [5]

(c) State, with a reason, what this confidence interval suggests about the effectiveness of the new organic fertilizer compared to the standard fertilizer. [1]
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解題

(a) The necessary assumptions are:
1. The seedling heights for both populations are normally distributed.
2. The two populations have equal variances ($\sigma_x^2 = \sigma_y^2$).

(b) Calculate sample means:
$$\bar{x} = \frac{216.0}{8} = 27.0$$
$$\bar{y} = \frac{295.0}{10} = 29.5$$

Calculate sum of squared deviations for each sample:
$$S_{xx} = \sum x^2 - \frac{(\sum x)^2}{n_x} = 5844.50 - \frac{216.0^2}{8} = 5844.50 - 5832.00 = 12.50$$
$$S_{yy} = \sum y^2 - \frac{(\sum y)^2}{n_y} = 8721.50 - \frac{295.0^2}{10} = 8721.50 - 8702.50 = 19.00$$

Calculate the pooled estimate of the common variance, $s_p^2$:
$$s_p^2 = \frac{S_{xx} + S_{yy}}{n_x + n_y - 2} = \frac{12.50 + 19.00}{8 + 10 - 2} = \frac{31.50}{16} = 1.96875$$

Degrees of freedom: $
u = 8 + 10 - 2 = 16$.
Critical value for $95\%$ confidence interval with 16 degrees of freedom:
$$t_{16}(0.975) = 2.120$$

Standard error of the difference between sample means:
$$\text{SE} = \sqrt{s_p^2 \left(\frac{1}{n_x} + \frac{1}{n_y}\right)} = \sqrt{1.96875 \left(\frac{1}{8} + \frac{1}{10}\right)} = \sqrt{1.96875 \times 0.225} = \sqrt{0.44296875} \approx 0.66556$$

Confidence interval:
$$(\bar{y} - \bar{x}) \pm t_{16} \times \text{SE} = (29.5 - 27.0) \pm 2.120 \times 0.66556$$
$$= 2.5 \pm 1.411 = [1.089, 3.911]$$
To 3 significant figures, the $95\%$ confidence interval is $[1.09, 3.91]$.

(c) Since the entire confidence interval is strictly positive (greater than 0), there is evidence at the $5\%$ significance level that the new organic fertilizer results in a greater mean seedling height than the standard fertilizer.

評分準則

(a)
B1: States that both populations are normally distributed.
B1: States that both populations have equal variances.

(b)
B1: Correct sample means $\bar{x} = 27.0$ and $\bar{y} = 29.5$.
M1: Correct method for pooled variance $s_p^2 = \frac{12.5 + 19.0}{16}$.
A1: $s_p^2 = 1.96875$ (or $s_p \approx 1.403$).
B1: Correct critical $t$-value $t = 2.120$.
M1: Evaluates $(\bar{y} - \bar{x}) \pm t \sqrt{s_p^2(1/8 + 1/10)}$.
A1: $[1.09, 3.91]$ (accept $[1.089, 3.911]$).

(c)
B1: Concludes that the organic fertilizer is effective / increases mean height because the interval contains only positive values (does not contain 0).
題目 2 · question
9 分
A quality control engineer tests the continuous operating battery life, in hours, of two competing models of wireless headphones, Model A and Model B. Independent random samples of 6 Model A headphones and 7 Model B headphones were tested under identical laboratory conditions. The recorded times are shown below:

$$\begin{array}{lcccccccc}\text{Model A: } & 13.5 & 14.2 & 15.1 & 15.9 & 16.8 & 17.4 & & \\text{Model B: } & 15.6 & 16.2 & 17.1 & 17.8 & 18.3 & 18.7 & 19.0 \end{array}$$

(a) State why a non-parametric test might be preferred to a two-sample $t$-test for this data. [1]

(b) Carry out a Wilcoxon rank-sum test at the $5\%$ significance level to test whether the population median battery life for Model B is greater than that for Model A. [8]
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解題

(a) A non-parametric test is preferred because the sample sizes are small and the underlying populations may not be normally distributed (or no assumption of normality is required).

(b) Let $m_A$ and $m_B$ denote the population median battery lives of Model A and Model B respectively.
Hypotheses:
$$H_0: m_A = m_B$$
$$H_1: m_B > m_A$$

Combine the two samples ($N = 6 + 7 = 13$) and arrange in ascending order to assign ranks:
$$\begin{array}{|c|c|c|}\hline \text{Battery Life (hours)} & \text{Model} & \text{Rank} \\hline 13.5 & \text{A} & 1 \\ 14.2 & \text{A} & 2 \\ 15.1 & \text{A} & 3 \\ 15.6 & \text{B} & 4 \\ 15.9 & \text{A} & 5 \\ 16.2 & \text{B} & 6 \\ 16.8 & \text{A} & 7 \\ 17.1 & \text{B} & 8 \\ 17.4 & \text{A} & 9 \\ 17.8 & \text{B} & 10 \\ 18.3 & \text{B} & 11 \\ 18.7 & \text{B} & 12 \\ 19.0 & \text{B} & 13 \\hline \end{array}$$

Calculate the sum of ranks for the smaller sample (Model A, $m = 6$):
$$R_A = 1 + 2 + 3 + 5 + 7 + 9 = 27$$

Calculate the sum of ranks for Model B ($n = 7$):
$$R_B = 4 + 6 + 8 + 10 + 11 + 12 + 13 = 64$$
Check: $R_A + R_B = 27 + 64 = 91 = \frac{13 \times 14}{2}$.

The test statistic for sample size $m = 6, n = 7$ is:
$$W = R_A = 27$$

From the Wilcoxon rank-sum table for $m = 6, n = 7$, the critical value for a one-tailed test at the $5\%$ significance level is $27$.

Rejection region: Reject $H_0$ if $W \le 27$.

Since $W = 27 \le 27$, we reject $H_0$ at the $5\%$ significance level.

Conclusion: There is significant evidence at the $5\%$ significance level to conclude that the population median battery life of Model B is greater than that of Model A.

評分準則

(a)
B1: Mentions that the population distribution may not be normal / small sample without normality assumption.

(b)
B1: States both hypotheses correctly with indication of one-tailed direction ($H_0: m_A = m_B$, $H_1: m_B > m_A$).
M1: Combines and ranks all 13 observations in ascending order.
A1: Correct rank assignments for all data points.
M1: Calculates sum of ranks for Model A: $R_A = 1 + 2 + 3 + 5 + 7 + 9 = 27$.
A1: Obtains $W = 27$.
B1: Identifies the correct critical value of $27$ for $m=6, n=7$ at $5\%$ one-tailed level.
M1: Compares test statistic with critical value ($27 \le 27$).
A1: Correct contextual conclusion that there is evidence that Model B has a greater median battery life than Model A.
題目 3 · structured
8 分
An agricultural researcher investigates the effect of a new organic nutrient solution on the growth of tomato plants. Two independent random samples of seedlings are cultivated under identical environmental conditions. Sample $A$ consists of 8 seedlings grown with standard compost, and Sample $B$ consists of 10 seedlings grown with standard compost enriched with the nutrient solution. After six weeks, the heights, $x\text{ cm}$ and $y\text{ cm}$ respectively, are measured and summarized as follows:

\[ \text{Sample } A:\quad n_A = 8, \quad \sum x = 180.8, \quad \sum x^2 = 4092.40 \]
\[ \text{Sample } B:\quad n_B = 10, \quad \sum y = 248.0, \quad \sum y^2 = 6164.50 \]

(a) State two assumptions necessary to carry out a two-sample $t$-test for the difference between the population mean heights.

(b) Calculate a pooled estimate of the common population variance.

(c) Test, at the $5\%$ significance level, whether the mean height of tomato plants grown with the enriched compost is greater than the mean height of tomato plants grown with standard compost.
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解題

(a) The necessary assumptions are:
1. The plant heights in both populations are normally distributed.
2. The two populations have equal (common) variance.

(b) First, compute the sample means:
\[ \bar{x} = \frac{180.8}{8} = 22.60 \]
\[ \bar{y} = \frac{248.0}{10} = 24.80 \]

The unbiased estimates of variance are:
\[ s_A^2 = \frac{1}{7} \left( 4092.40 - \frac{180.8^2}{8} \right) = \frac{1}{7}(4092.40 - 4086.08) = \frac{6.32}{7} \approx 0.9029 \]
\[ s_B^2 = \frac{1}{9} \left( 6164.50 - \frac{248.0^2}{10} \right) = \frac{1}{9}(6164.50 - 6150.40) = \frac{14.10}{9} \approx 1.5667 \]

The pooled variance estimate is:
\[ s_p^2 = \frac{(n_A - 1)s_A^2 + (n_B - 1)s_B^2}{n_A + n_B - 2} = \frac{6.32 + 14.10}{8 + 10 - 2} = \frac{20.42}{16} = 1.27625 \approx 1.28 \]

(c) Hypotheses:
Let $\mu_A$ and $\mu_B$ be the population mean heights for standard and enriched compost respectively.
\[ H_0: \mu_B = \mu_A \quad \text{(or } \mu_B - \mu_A = 0\text{)} \]
\[ H_1: \mu_B > \mu_A \quad \text{(or } \mu_B - \mu_A > 0\text{)} \]

The test statistic is:
\[ t = \frac{\bar{y} - \bar{x}}{\sqrt{s_p^2 \left( \frac{1}{n_A} + \frac{1}{n_B} \right)}} = \frac{24.80 - 22.60}{\sqrt{1.27625 \left( \frac{1}{8} + \frac{1}{10} \right)}} = \frac{2.20}{\sqrt{1.27625 \times 0.225}} = \frac{2.20}{\sqrt{0.287156}} \approx 4.105 \]

Degrees of freedom: $
u = 8 + 10 - 2 = 16$.
Critical value for a one-tailed test at the $5\%$ level with 16 degrees of freedom is $t_{16, 0.05} = 1.746$.

Since $t = 4.105 > 1.746$, we reject $H_0$.

Conclusion: There is significant evidence at the $5\%$ level that the enriched compost results in a greater mean tomato plant height.

評分準則

(a) B1: States that both populations must be normally distributed.
B1: States that both populations must have equal / common variance.

(b) M1: Correct formula for pooled variance used with sample values substituted.
A1: Obtains $s_p^2 = 1.28$ or $\frac{1021}{800}$ (1.27625).

(c) B1: Correctly states $H_0$ and $H_1$ with appropriate symbols/notation.
M1: Calculates test statistic $t$ using the pooled standard error.
A1: Obtains $t = 4.10$ to $4.11$ (or critical region $t > 1.746$).
A1: Correct decision to reject $H_0$ and fully contextualized conclusion.
題目 4 · Probability generating functions
8 分
The discrete random variable \(X\) has probability generating function given by
\[ G_X(t) = \frac{k}{3 - 2t^2}, \]
where \(k\) is a constant.

(a) State the value of \(k\). [1]

(b) Find \(\mathrm{E}(X)\) and show that \(\operatorname{Var}(X) = 24\). [4]

(c) The random variable \(Y\) is the sum of \(n\) independent observations of \(X\). Find \(\mathrm{P}(Y = 2)\) in terms of \(n\). [3]
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解題

(a) Using the property \(G_X(1) = 1\):
\[ G_X(1) = \frac{k}{3 - 2(1)^2} = \frac{k}{1} = 1 \implies k = 1. \]

(b) We have \(G_X(t) = (3 - 2t^2)^{-1}\).
Differentiating with respect to \(t\):
\[ G'_X(t) = -(3 - 2t^2)^{-2}(-4t) = 4t(3 - 2t^2)^{-2}. \]
Therefore,
\[ \mathrm{E}(X) = G'_X(1) = 4(1)(3 - 2)^{-2} = 4. \]

Differentiating again using the product/quotient rule:
\[ G''_X(t) = 4(3 - 2t^2)^{-2} + 4t(-2)(3 - 2t^2)^{-3}(-4t) = \frac{4}{(3 - 2t^2)^2} + \frac{32t^2}{(3 - 2t^2)^3}. \]
Evaluating at \(t = 1\):
\[ G''_X(1) = \frac{4}{1^2} + \frac{32(1)^2}{1^3} = 4 + 32 = 36. \]

Using the variance formula \(\operatorname{Var}(X) = G''_X(1) + G'_X(1) - [G'_X(1)]^2\):
\[ \operatorname{Var}(X) = 36 + 4 - 4^2 = 40 - 16 = 24. \]

(c) Since \(Y = X_1 + X_2 + \dots + X_n\) where \(X_i\) are independent copies of \(X\):
\[ G_Y(t) = [G_X(t)]^n = (3 - 2t^2)^{-n} = 3^{-n} \left(1 - \frac{2}{3}t^2\right)^{-n}. \]

Expanding using the binomial series:
\[ \left(1 - \frac{2}{3}t^2\right)^{-n} = 1 + (-n)\left(-\frac{2}{3}t^2\right) + \dots = 1 + \frac{2n}{3}t^2 + \dots \]

Thus,
\[ G_Y(t) = 3^{-n} \left( 1 + \frac{2n}{3}t^2 + \dots \right) = 3^{-n} + \frac{2n}{3^{n+1}}t^2 + \dots \]

The probability \(\mathrm{P}(Y = 2)\) is the coefficient of \(t^2\):
\[ \mathrm{P}(Y = 2) = \frac{2n}{3^{n+1}}. \]

評分準則

(a) B1: States \(k = 1\) from \(G_X(1) = 1\).

(b) M1: Differentiates \(G_X(t)\) correctly with respect to \(t\) and evaluates at \(t = 1\) to find \(\mathrm{E}(X) = 4\).
A1: Correct value \(\mathrm{E}(X) = 4\).
M1: Finds second derivative \(G''_X(t)\) and evaluates \(G''_X(1) = 36\).
A1: Applies \(\operatorname{Var}(X) = G''_X(1) + G'_X(1) - [G'_X(1)]^2\) correctly to achieve 24.

(c) M1: Applies the product property \(G_Y(t) = [G_X(t)]^n\).
M1: Uses binomial expansion on \((3 - 2t^2)^{-n}\) to identify the term in \(t^2\).
A1: Obtains \(\frac{2n}{3^{n+1}}\) (or equivalent single fraction).
題目 5 · Chi-squared tests
9 分
A researcher counts the number of occurrences, \(x\), of a rare plant species in 120 randomly selected grid squares of equal area. The observed frequencies are summarized in the table below:

\[ \begin{array}{|c|c|c|c|c|c|} \hline \text{Number of plants } (x) & 0 & 1 & 2 & 3 & \ge 4 \\ \hline \text{Observed frequency } (O) & 25 & 40 & 32 & 16 & 7 \\ \hline \end{array} \]

Given that the total number of plants found in the squares where \(x \ge 4\) was exactly 28 (i.e. all 7 squares had \(x = 4\)):

(a) Show that the sample mean is \(1.5\). [1]

(b) Calculate the expected frequencies for a goodness-of-fit test to investigate whether a Poisson distribution provides an adequate model for these data. [4]

(c) Test, at the 5% significance level, whether a Poisson distribution is a suitable model for the data. [4]
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解題

(a) The total number of plants is:
\[ \sum fx = (0 \times 25) + (1 \times 40) + (2 \times 32) + (3 \times 16) + (4 \times 7) = 0 + 40 + 64 + 48 + 28 = 180. \]
The sample mean is \(\bar{x} = \frac{180}{120} = 1.5\).

(b) Fitting \(X \sim \mathrm{Po}(1.5)\):
\[ \mathrm{P}(X = 0) = \mathrm{e}^{-1.5} \approx 0.22313 \implies E_0 = 120 \times 0.22313 = 26.78 \]
\[ \mathrm{P}(X = 1) = 1.5 \mathrm{e}^{-1.5} \approx 0.33470 \implies E_1 = 120 \times 0.33470 = 40.16 \]
\[ \mathrm{P}(X = 2) = \frac{1.5^2}{2}\mathrm{e}^{-1.5} \approx 0.25102 \implies E_2 = 120 \times 0.25102 = 30.12 \]
\[ \mathrm{P}(X = 3) = \frac{1.5^3}{6}\mathrm{e}^{-1.5} \approx 0.12551 \implies E_3 = 120 \times 0.12551 = 15.06 \]
\[ \mathrm{P}(X \ge 4) = 1 - \sum_{x=0}^3 \mathrm{P}(X = x) = 1 - 0.93436 = 0.06564 \implies E_{\ge 4} = 120 \times 0.06564 = 7.88 \]

All expected frequencies are \(\ge 5\), so no cells need to be combined.

(c) Hypotheses:
\(H_0\): A Poisson distribution is a suitable model for the distribution of plants.
\(H_1\): A Poisson distribution is not a suitable model for the distribution of plants.

Calculating the test statistic \(\chi^2 = \sum \frac{(O - E)^2}{E}\):
- \(x = 0\): \(\frac{(25 - 26.776)^2}{26.776} = 0.1178\)
- \(x = 1\): \(\frac{(40 - 40.164)^2}{40.164} = 0.0007\)
- \(x = 2\): \(\frac{(32 - 30.123)^2}{30.123} = 0.1169\)
- \(x = 3\): \(\frac{(16 - 15.062)^2}{15.062} = 0.0584\)
- \(x \ge 4\): \(\frac{(7 - 7.876)^2}{7.876} = 0.0974\)

\[ \chi^2 = 0.1178 + 0.0007 + 0.1169 + 0.0584 + 0.0974 = 0.391 \quad (\text{or } 0.393 \text{ using rounded } E) \]

Degrees of freedom: \(\nu = c - 1 - p = 5 - 1 - 1 = 3\).
Critical value at 5% significance level: \(\chi^2_{3, 0.05} = 7.815\).

Since \(\chi^2_{\text{calc}} = 0.391 < 7.815\), we do not reject \(H_0\).
There is insufficient evidence to suggest that the Poisson distribution is not a suitable model (i.e. the Poisson model is adequate).

評分準則

(a) B1: Correct calculation showing \(\bar{x} = \frac{180}{120} = 1.5\).

(b) M1: Calculates Poisson probabilities with \(\lambda = 1.5\).
A1: At least two correct expected frequencies to 2 d.p. (or 3 s.f.).
A1: All 5 expected frequencies correct: 26.78, 40.16, 30.12, 15.06, 7.88 (accept 26.8, 40.2, 30.1, 15.1, 7.9).
B1: Notes that each expected frequency is \(\ge 5\), so no pooling is required.

(c) B1: Correctly states \(H_0\) and \(H_1\) in context.
M1: Calculates test statistic \(\sum \frac{(O-E)^2}{E}\) (awarded for correct method with their values).
A1: Obtains \(\chi^2 \approx 0.391\) to \(0.393\) and states degrees of freedom \(\nu = 3\) with critical value \(7.815\).
A1(FT): Correct conclusion in context comparing test statistic with critical value.
題目 6 · Continuous random variables
8 分
The continuous random variable \(X\) has probability density function given by
\[ f(x) = \begin{cases} \frac{3}{32}(4x - x^2) & 0 \le x \le 4, \\ 0 & \text{otherwise.} \end{cases} \]

(a) Find the cumulative distribution function \(F(x)\) of \(X\) for \(0 \le x \le 4\). [2]

(b) The random variable \(Y\) is defined by \(Y = \sqrt{X}\). Find the probability density function \(g(y)\) of \(Y\), stating the set of values for which \(g(y) > 0\). [4]

(c) Find the exact value of \(\mathrm{E}(Y)\). [2]
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解題

(a) For \(0 \le x \le 4\):
\[ F(x) = \int_0^x \frac{3}{32}(4t - t^2) \, \mathrm{d}t = \frac{3}{32} \left[ 2t^2 - \frac{1}{3}t^3 \right]_0^x = \frac{3}{32} \left( 2x^2 - \frac{1}{3}x^3 \right) = \frac{6x^2 - x^3}{32}. \]

(b) Let \(G(y)\) be the cumulative distribution function of \(Y = \sqrt{X}\).
Since \(0 \le X \le 4\), we have \(0 \le Y \le 2\).
For \(0 \le y \le 2\):
\[ G(y) = \mathrm{P}(Y \le y) = \mathrm{P}(\sqrt{X} \le y) = \mathrm{P}(X \le y^2) = F(y^2). \]

Substituting \(x = y^2\) into \(F(x)\):
\[ G(y) = \frac{6(y^2)^2 - (y^2)^3}{32} = \frac{6y^4 - y^6}{32}. \]

Differentiating with respect to \(y\) to find \(g(y)\):
\[ g(y) = G'(y) = \frac{24y^3 - 6y^5}{32} = \frac{6y^3(4 - y^2)}{32} = \frac{3y^3(4 - y^2)}{16}. \]

Thus,
\[ g(y) = \begin{cases} \frac{3}{16}(4y^3 - y^5) & 0 \le y \le 2, \\ 0 & \text{otherwise.} \end{cases} \]

(c) We find \(\mathrm{E}(Y)\):
\[ \mathrm{E}(Y) = \int_0^2 y g(y) \, \mathrm{d}y = \int_0^2 \frac{3}{16}(4y^4 - y^6) \, \mathrm{d}y = \frac{3}{16} \left[ \frac{4y^5}{5} - \frac{y^7}{7} \right]_0^2 \]
\[ = \frac{3}{16} \left( \frac{4(32)}{5} - \frac{128}{7} \right) = \frac{3}{16} \times 128 \left( \frac{1}{5} - \frac{1}{7} \right) = 24 \left( \frac{2}{35} \right) = \frac{48}{35}. \]

評分準則

(a) M1: Integrates \(f(t)\) from 0 to \(x\).
A1: Obtains \(F(x) = \frac{6x^2 - x^3}{32}\) (or equivalent).

(b) M1: Sets up \(G(y) = \mathrm{P}(\sqrt{X} \le y) = F(y^2)\).
A1: Correct expression for \(G(y) = \frac{6y^4 - y^6}{32}\).
M1: Differentiates \(G(y)\) with respect to \(y\).
A1: Fully correct PDF \(g(y) = \frac{3y^3(4 - y^2)}{16}\) (or \(\frac{3}{16}(4y^3 - y^5)\)) including the correct range \(0 \le y \le 2\) (and 0 otherwise).

(c) M1: Evaluates \(\int_0^2 y g(y) \, \mathrm{d}y\) (or \(\int_0^4 x^{1/2} f(x) \, \mathrm{d}x\)).
A1: Obtains exact value \(\frac{48}{35}\).

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