IB DP · Thinka-original Practice Paper

2025 IB DP Mathematics - Applications and Interpretation Practice Paper with Answers

Thinka Nov 2025 SL (TZ3) IB Diploma Programme-Style Mock — Mathematics - Applications and Interpretation

160 marks180 mins2025
An original Thinka practice paper modelled on the structure and difficulty of the Nov 2025 SL (TZ3) IB Diploma Programme Mathematics - Applications and Interpretation paper. Not affiliated with or reproduced from IB.

Paper 1 (Short Response)

Answer all questions in the boxes provided. GDC is required. Unless otherwise stated, round to 3 significant figures.
13 Question · 79.95 marks
Question 1 · Short Response
6.15 marks
Elena invests \( \$5000 \) in a savings account that offers a nominal annual interest rate of \( 4.5\% \) compounded monthly. (a) Calculate the value of Elena's investment after 5 years. (b) Determine the minimum number of complete months required for the value of the investment to exceed \( \$7500 \).
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Worked solution

(a) Using the compound interest formula with \( PV = 5000 \), \( r = 4.5 \), \( k = 12 \), and \( n = 5 \): \( FV = 5000 \left(1 + \frac{4.5}{1200}\right)^{60} \approx 6258.98 \). Thus, the value after 5 years is \( \$6258.98 \) (or \( \$6260 \) to 3 s.f.). (b) We set up the inequality \( 5000 \left(1 + \frac{4.5}{1200}\right)^m > 7500 \), which simplifies to \( (1.00375)^m > 1.5 \). Taking the natural logarithm of both sides gives \( m > \frac{\ln(1.5)}{\ln(1.00375)} \approx 108.31 \). Since \( m \) must be an integer, it requires 109 complete months.

Marking scheme

(a) M1 for substituting correctly into the compound interest formula, A1 for \( \$6258.98 \) (or \( \$6260 \)). (b) M1 for setting up the inequality or using a GDC table, A1 for finding \( m \approx 108.31 \), A1 for rounding up to the next complete month (109).
Question 2 · Short Response
6.15 marks
The daily profit, \( P \), in dollars, of a small bakery is modeled by the function \( P(x) = -2x^2 + 120x - 800 \), where \( x \) is the number of cakes sold. (a) Find the daily profit when 15 cakes are sold. (b) Find the number of cakes that must be sold to maximize the profit. (c) Determine the range of cakes sold per day for which the bakery makes a profit.
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Worked solution

(a) Substitute \( x = 15 \) into the profit function: \( P(15) = -2(15)^2 + 120(15) - 800 = -450 + 1800 - 800 = 550 \). (b) The maximum profit occurs at the vertex of the parabola, where \( x = -\frac{b}{2a} = -\frac{120}{2(-2)} = 30 \). (c) The bakery makes a profit when \( P(x) > 0 \). Solving \( -2x^2 + 120x - 800 = 0 \) yields roots at \( x = 30 \pm 10\sqrt{5} \), which are approximately \( 7.64 \) and \( 52.4 \). Since \( x \) must be an integer, the range of cakes is \( 8 \le x \le 52 \).

Marking scheme

(a) M1 for substituting 15 into the formula, A1 for 550. (b) M1 for using the vertex formula or differentiating and setting to 0, A1 for 30. (c) M1 for finding the roots of the quadratic equation, A1 for the interval \( 7.64 < x < 52.4 \) (or integer range \( 8 \le x \le 52 \)).
Question 3 · Short Response
6.15 marks
A right pyramid has a rectangular base \( ABCD \), with \( AB = 8 \text{ cm} \) and \( BC = 6 \text{ cm} \). The apex \( V \) is directly above the center of the base \( O \), and the vertical height \( VO \) is \( 12 \text{ cm} \). (a) Find the length of the diagonal \( AC \). (b) Calculate the length of the slant edge \( VA \). (c) Find the angle between the edge \( VA \) and the base \( ABCD \).
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Worked solution

(a) Using Pythagoras' theorem on the base: \( AC = \sqrt{AB^2 + BC^2} = \sqrt{8^2 + 6^2} = \sqrt{100} = 10 \text{ cm} \). (b) The distance from the center of the base to corner \( A \) is \( AO = \frac{1}{2} AC = 5 \text{ cm} \). Using Pythagoras' theorem on triangle \( VAO \): \( VA = \sqrt{AO^2 + VO^2} = \sqrt{5^2 + 12^2} = \sqrt{169} = 13 \text{ cm} \). (c) The angle \( \theta \) between the edge \( VA \) and the base is \( \angle VAO \). Using trigonometry: \( \tan(\theta) = \frac{VO}{AO} = \frac{12}{5} = 2.4 \). Hence, \( \theta = \tan^{-1}(2.4) \approx 67.4^\circ \) (or 1.18 radians).

Marking scheme

(a) M1 for Pythagoras on the base, A1 for 10. (b) M1 for dividing \( AC \) by 2, M1 for applying Pythagoras to find \( VA \), A1 for 13. (c) M1 for an appropriate trigonometric ratio, A1 for \( 67.4^\circ \) (accept \( 67.38^\circ \) or 1.18 radians).
Question 4 · Short Response
6.15 marks
The weights of apples grown in an orchard are normally distributed with a mean of 150 grams and a standard deviation of 12 grams. (a) Find the probability that a randomly chosen apple weighs more than 165 grams. (b) The heaviest \( 15\% \) of the apples are classified as 'extra-large'. Determine the minimum weight, to the nearest gram, for an apple to be classified as extra-large.
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Worked solution

(a) Let \( X \sim N(150, 12^2) \). Using a GDC to find \( P(X > 165) \) yields \( 0.105649... \), which rounds to 0.106 to 3 s.f. (b) We need to find the weight \( w \) such that \( P(X > w) = 0.15 \), which is equivalent to \( P(X \le w) = 0.85 \). Using the inverse normal cumulative function on a GDC, we get \( w \approx 162.437... \) grams. To the nearest gram, the minimum weight is 162 grams.

Marking scheme

(a) M1 for setting up the normal distribution parameters or standardized Z-value, A1 for 0.106. (b) M1 for setting up the equation \( P(X > w) = 0.15 \) or \( P(X \le w) = 0.85 \), M1 for applying the inverse normal method, A1 for 162.
Question 5 · Short Response
6.15 marks
Consider the curve \( y = \frac{1}{3}x^3 - 3x^2 + 8x + 5 \). (a) Find \( \frac{\mathrm{d}y}{\mathrm{d}x} \). (b) Determine the coordinates of the local minimum point on the curve. (c) Write down the equation of the tangent to the curve at \( x = 0 \).
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Worked solution

(a) Differentiating term by term: \( \frac{\mathrm{d}y}{\mathrm{d}x} = x^2 - 6x + 8 \). (b) Set the derivative equal to zero to find stationary points: \( x^2 - 6x + 8 = 0 \implies (x-2)(x-4) = 0 \), so \( x = 2 \) or \( x = 4 \). Checking the second derivative: \( \frac{\mathrm{d}^2y}{\mathrm{d}x^2} = 2x - 6 \). At \( x=4 \), \( \frac{\mathrm{d}^2y}{\mathrm{d}x^2} = 2 > 0 \), confirming \( x=4 \) is a local minimum. The y-coordinate is \( y(4) = \frac{1}{3}(4)^3 - 3(4)^2 + 8(4) + 5 = \frac{64}{3} - 48 + 32 + 5 = \frac{31}{3} \approx 10.3 \). The coordinates are \( (4, 10.3) \). (c) At \( x=0 \), \( y = 5 \) and the gradient is \( m = \frac{\mathrm{d}y}{\mathrm{d}x}\big|_{x=0} = 8 \). The equation of the tangent is \( y = 8x + 5 \).

Marking scheme

(a) M1 for power rule differentiation, A1 for \( x^2 - 6x + 8 \). (b) M1 for setting their derivative to 0, M1 for identifying \( x=4 \) as the local minimum, A1 for \( (4, 10.3) \) (or \( (4, \frac{31}{3}) \)). (c) M1 for finding the gradient at \( x=0 \), A1 for \( y = 8x + 5 \).
Question 6 · Short Response
6.15 marks
A study was conducted to determine if there is an association between gender and preferred sport. A random sample of 200 students was surveyed, and the results are shown in the table below. (Sport preference by Gender: Male: Football=45, Basketball=30, Tennis=25; Female: Football=25, Basketball=35, Tennis=40). A \( \chi^2 \) test for independence is conducted at the \( 5\% \) significance level. (a) State the null hypothesis. (b) Show that the expected frequency of males who prefer Football is 35. (c) Find the \( p \)-value for this test and state, with a reason, whether the null hypothesis should be rejected.
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Worked solution

(a) The null hypothesis \( H_0 \) is: Gender and preferred sport are independent. (b) The row total for Male is 100, the column total for Football is 70, and the grand total is 200. Expected frequency \( = \frac{\text{Row Total} \times \text{Col Total}}{\text{Grand Total}} = \frac{100 \times 70}{200} = 35 \). (c) Entering the contingency table into a GDC and running a standard two-way chi-squared test gives a test statistic of \( \chi^2 \approx 9.5604 \) with 2 degrees of freedom. This yields a \( p \)-value of \( 0.00839 \). Since the \( p \)-value (0.00839) is less than the significance level (0.05), we reject the null hypothesis.

Marking scheme

(a) A1 for stating that gender and preferred sport are independent. (b) M1 for showing the product of the totals divided by the grand total, A1 for confirming it equals 35. (c) M1 for finding the correct \( p \)-value of 0.00839, M1 for comparing with 0.05, A1 for rejecting the null hypothesis.
Question 7 · Short Response
6.15 marks
The temperature \( T \), in \( ^\circ\text{C} \), of a hot cup of coffee after \( t \) minutes is modeled by the function \( T(t) = 22 + 68 \mathrm{e}^{-0.05t} \). (a) Write down the initial temperature of the coffee. (b) Calculate the temperature of the coffee after 15 minutes. (c) Determine the time taken, in minutes, for the coffee to cool to \( 40^\circ\text{C} \).
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Worked solution

(a) The initial temperature is when \( t = 0 \): \( T(0) = 22 + 68 \mathrm{e}^{0} = 22 + 68 = 90^\circ\text{C} \). (b) For \( t = 15 \): \( T(15) = 22 + 68 \mathrm{e}^{-0.05 \times 15} = 22 + 68 \mathrm{e}^{-0.75} \approx 22 + 32.12 = 54.1^\circ\text{C} \). (c) Set \( T(t) = 40 \): \( 22 + 68 \mathrm{e}^{-0.05t} = 40 \implies 68 \mathrm{e}^{-0.05t} = 18 \implies \mathrm{e}^{-0.05t} = \frac{18}{68} \). Solving for \( t \): \( -0.05t = \ln\left(\frac{9}{34}\right) \implies t = -20 \ln\left(\frac{9}{34}\right) \approx 26.6 \) minutes.

Marking scheme

(a) A1 for 90. (b) M1 for substituting \( t = 15 \), A1 for 54.1. (c) M1 for setting the equation to 40, M1 for algebraic work isolating the exponential term (or GDC equivalent), A1 for 26.6.
Question 8 · Short Response
6.15 marks
The height, \( h \) meters, of a seat on a Ferris wheel is modeled by the function \( h(t) = -15 \cos(bt) + 17 \), where \( t \) is the time in minutes since the ride started. The wheel completes one full rotation every 8 minutes. (a) State the maximum and minimum heights of the seat above the ground. (b) Find the value of \( b \) in radians. (c) Calculate the height of the seat after 3 minutes.
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Worked solution

(a) The minimum height occurs when \( \cos(bt) = 1 \), giving \( h_{\min} = -15(1) + 17 = 2 \text{ m} \). The maximum height occurs when \( \cos(bt) = -1 \), giving \( h_{\max} = -15(-1) + 17 = 32 \text{ m} \). (b) Since the period \( T = 8 \) minutes, we have \( \frac{2\pi}{b} = 8 \implies b = \frac{2\pi}{8} = \frac{\pi}{4} \approx 0.785 \). (c) Substitute \( t = 3 \) and \( b = \frac{\pi}{4} \) into the equation: \( h(3) = -15 \cos\left(\frac{3\pi}{4}\right) + 17 \approx -15(-0.7071) + 17 = 10.61 + 17 = 27.6 \text{ m} \).

Marking scheme

(a) A1 for maximum height of 32, A1 for minimum height of 2. (b) M1 for setting period equation \( \frac{2\pi}{b} = 8 \), A1 for \( 0.785 \) (or \( \frac{\pi}{4} \)). (c) M1 for substituting 3 into their model, A1 for 27.6.
Question 9 · Short Response
6.15 marks
Two art critics, Arthur (\(A\)) and Beatrice (\(B\)), rank six paintings from 1 (best) to 6 (worst). The rankings are shown in the table below:

$$\begin{array}{|c|c|c|c|c|c|c|}\n\hline\n\text{Painting} & \text{P} & \text{Q} & \text{R} & \text{S} & \text{T} & \text{U} \\\ \hline\n\text{Arthur } (A) & 1 & 3 & 2 & 5 & 4 & 6 \\\ \hline\n\text{Beatrice } (B) & 2 & 1 & 4 & 3 & 6 & 5 \\\ \hline\n\end{array}$$

(a) Find the Spearman's rank correlation coefficient, \(r_s\), for this data. [3.15 marks]

(b) Interpret this value in the context of the critics' rankings. [1 mark]

(c) State, with a reason, whether a Spearman's rank correlation coefficient of \(r_s = 0.82\) would suggest a stronger agreement than your calculated value. [2 marks]
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Worked solution

(a) Calculate the difference in ranks \(d = A - B\):
- P: \(1 - 2 = -1 \Rightarrow d^2 = 1\)
- Q: \(3 - 1 = 2 \Rightarrow d^2 = 4\)
- R: \(2 - 4 = -2 \Rightarrow d^2 = 4\)
- S: \(5 - 3 = 2 \Rightarrow d^2 = 4\)
- T: \(4 - 6 = -2 \Rightarrow d^2 = 4\)
- U: \(6 - 5 = 1 \Rightarrow d^2 = 1\)

Sum of \(d^2 = 1 + 4 + 4 + 4 + 4 + 1 = 18\).

Using the formula with \(n = 6\):
\(r_s = 1 - \frac{6\sum d^2}{n(n^2 - 1)} = 1 - \frac{6(18)}{6(35)} = 1 - \frac{18}{35} = \frac{17}{35} \approx 0.486\).

(b) This represents a moderate positive correlation, showing moderate agreement between the rankings of Arthur and Beatrice.

(c) Yes, because a correlation of \(0.82\) is closer to \(+1\) than \(0.486\), indicating a stronger positive association (closer to perfect agreement).

Marking scheme

(a)
M1: Attempt to find differences \(d\) and calculate \(\sum d^2\).
A1: Correct value of \(\sum d^2 = 18\).
A1.15: Correct value of \(r_s = \frac{17}{35} \approx 0.486\).

(b)
R1: Moderate positive correlation / agreement.

(c)
R1: States 'Yes'.
R1: Valid reasoning comparing proximity to 1.
Question 10 · Short Response
6.15 marks
Three telecommunication towers are situated at the coordinates \(A(1, 2)\), \(B(5, 2)\), and \(C(3, 6)\) on a grid, where distances are measured in kilometers.

(a) Find the equation of the perpendicular bisector of the line segment \(AB\). [2.15 marks]

(b) Find the coordinates of the circumcenter of triangle \(ABC\), which represents a vertex in the Voronoi diagram for these towers. [4 marks]
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Worked solution

(a) Midpoint of \(AB = \left(\frac{1+5}{2}, \frac{2+2}{2}\right) = (3, 2)\).
Since \(A\) and \(B\) share the same \(y\)-coordinate, the line segment \(AB\) is horizontal.
Thus, the perpendicular bisector is a vertical line passing through \((3, 2)\), which has the equation \(x = 3\).

(b) Midpoint of \(AC = \left(\frac{1+3}{2}, \frac{2+6}{2}\right) = (2, 4)\).
Gradient of \(AC = \frac{6 - 2}{3 - 1} = 2\).
Gradient of the perpendicular bisector of \(AC = -\frac{1}{2}\).
Equation of the perpendicular bisector of \(AC\):
\(y - 4 = -\frac{1}{2}(x - 2) \Rightarrow y = -\frac{1}{2}x + 5\).

We now find the intersection of the two perpendicular bisectors by substituting \(x = 3\) into the equation:
\(y = -\frac{1}{2}(3) + 5 = 3.5\).

So, the coordinates of the circumcenter are \((3, 3.5)\).

Marking scheme

(a)
M1: Identify the midpoint of \(AB\) as \((3, 2)\).
A1.15: State the correct vertical line equation \(x = 3\).

(b)
M1: Correctly find the midpoint \((2, 4)\) and gradient \(2\) of \(AC\).
M1: Identify perpendicular gradient as \(-\frac{1}{2}\).
A1: Formulate equation \(y = -\frac{1}{2}x + 5\).
A1: Find the intersection point \((3, 3.5)\).
Question 11 · Short Response
6.15 marks
A cup of hot coffee is placed in a room with a constant temperature of \(20^\circ\text{C}\). The temperature \(T\) (in \(^\circ\text{C}\)) of the coffee after \(t\) minutes is modeled by the function:
$$T(t) = 20 + a e^{-kt}, \quad \text{for } t \ge 0$$
where \(a\) and \(k\) are positive constants. Initially, the temperature of the coffee is \(85^\circ\text{C}\).

(a) Find the value of \(a\). [1.15 marks]

After 10 minutes, the temperature of the coffee is \(50^\circ\text{C}\).

(b) Show that \(k \approx 0.0773\) to 3 significant figures. [2 marks]

(c) Find the time taken, in minutes, for the coffee to reach \(30^\circ\text{C}\). [3 marks]
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Worked solution

(a) When \(t = 0\), \(T(0) = 85\).
\(20 + a e^0 = 85 \Rightarrow 20 + a = 85 \Rightarrow a = 65\).

(b) When \(t = 10\), \(T(10) = 50\).
\(20 + 65 e^{-10k} = 50\)
\(65 e^{-10k} = 30\)
\(e^{-10k} = \frac{30}{65} = \frac{6}{13}\)
\(-10k = \ln\left(\frac{6}{13}\right) \approx -0.77319\)
\(k \approx 0.077319 \approx 0.0773\).

(c) We want to find \(t\) when \(T(t) = 30\).
\(20 + 65 e^{-0.077319 t} = 30\)
\(65 e^{-0.077319 t} = 10\)
\(e^{-0.077319 t} = \frac{10}{65} = \frac{2}{13}\)
\(-0.077319 t = \ln\left(\frac{2}{13}\right) \approx -1.8718\)
\(t = \frac{-1.8718}{-0.077319} \approx 24.2\) minutes.

Marking scheme

(a)
A1.15: Correct value \(a = 65\).

(b)
M1: Correct substitution of values into formula.
A1: Clear working showing logarithmic step leading to \(k \approx 0.0773\).

(c)
M1: Formulate the equation \(20 + 65 e^{-0.0773 t} = 30\).
M1: Attempt to solve for \(t\) using logarithms or GDC.
A1: Correct answer of \(24.2\) (accept \(24.2\) to \(24.3\) depending on rounding).
Question 12 · Short Response
6.15 marks
The cross-sectional area of a water canal is being estimated. The depth of the canal, \(d(x)\) meters, is measured at different horizontal distances \(x\) meters from one bank, as shown in the table below:

$$\begin{array}{|c|c|c|c|c|c|c|}\n\hline\nx \text{ (m)} & 0 & 2 & 4 & 6 & 8 & 10 \\\ \hline\nd(x) \text{ (m)} & 0 & 1.2 & 1.8 & 2.1 & 1.5 & 0 \\\ \hline\n\end{array}$$

(a) Use the trapezoidal rule with 5 intervals of equal width to estimate the cross-sectional area of the canal. [3.15 marks]

The canal is 50 meters long. Water flows through the canal at a constant speed of \(0.4 \text{ m s}^{-1}\).

(b) Estimate the volume of water, in cubic meters, that flows through this cross-section of the canal in 1 minute. [3 marks]
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Worked solution

(a) The width of each interval is \(h = \frac{10 - 0}{5} = 2\) meters.
Using the trapezoidal rule:
\(\text{Area} \approx \frac{h}{2} [y_0 + y_5 + 2(y_1 + y_2 + y_3 + y_4)]\)
\(\text{Area} \approx \frac{2}{2} [0 + 0 + 2(1.2 + 1.8 + 2.1 + 1.5)]\)
\(\text{Area} \approx 1 \times [0 + 2(6.6)] = 13.2\text{ m}^2\).

(b) Volume flow rate per second: \(Q = \text{Area} \times \text{speed}\).
\(Q \approx 13.2 \times 0.4 = 5.28\text{ m}^3\text{ s}^{-1}\).
In 1 minute (60 seconds):
\(V = 5.28 \times 60 = 316.8 \approx 317\text{ m}^3\) (to 3 significant figures).

Marking scheme

(a)
M1: Identify interval width \(h = 2\).
M1: Correct substitution into trapezoidal rule formula.
A1.15: Correct answer of \(13.2\) (\(\text{m}^2\)).

(b)
M1: Identify volume rate formula \(\text{Area} \times \text{speed}\).
M1: Multiply rate by 60 seconds.
A1: Correct answer of \(317\) (accept \(316.8\)).
Question 13 · Short Response
6.15 marks
Chloe deposits \(\$5000\) in a savings account that pays a nominal annual interest rate of \(4.2\%\), compounded monthly.

(a) Find the amount of money Chloe will have in the account after 5 years, giving your answer to the nearest dollar. [2.15 marks]

Daniel also invests some money in an account that pays a nominal annual interest rate of \(4.5\%\), compounded continuously.

(b) Find the time, in years, required for Daniel's investment to double in value. [4 marks]
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Worked solution

(a) Compound interest formula:
\(FV = PV \times \left(1 + \frac{r}{100k}\right)^{kn}\)
With \(PV = 5000\), \(r = 4.2\), \(k = 12\), \(n = 5\):
\(FV = 5000 \times \left(1 + \frac{4.2}{1200}\right)^{60} = 5000 \times (1.0035)^{60} \approx 6166.38\).
To the nearest dollar, the amount is \(\$6166\).

(b) Continuous compounding formula:
\(FV = PV \times e^{rt}\)
For doubling, \(2PV = PV \times e^{0.045t} \Rightarrow e^{0.045t} = 2\).
Taking natural logarithms:
\(0.045t = \ln(2)\)
\(t = \frac{\ln(2)}{0.045} \approx 15.403...\) years.
To 3 significant figures, this is \(15.4\) years.

Marking scheme

(a)
M1: Correct substitution into the compound interest formula.
A1.15: \(6166\) (accept \(6170\) if rounded to 3 s.f.).

(b)
M1: Formulate equation \(e^{0.045t} = 2\).
M1: Attempt to solve using natural logs or GDC.
A1: \(15.403...\)
A1: \(15.4\) (years).

Paper 2 (Extended Response)

Answer all questions in the answer booklet provided. GDC is required. Start each question on a new page.
5 Question · 80 marks
Question 1 · Extended Response
16 marks
The population of a specific bird species, \(P\), on an island is modelled by the function: \(P(t) = a \cdot e^{-0.05t} \cos\left(\frac{\pi}{6} t\right) + b\), for \(0 \le t \le 24\), where \(t\) is the number of months after January 1st, 2024. At \(t = 0\), the population of birds is 1200. At \(t = 6\), the population of birds is 591 (rounded to the nearest whole number). (a) Show that \(a = 350\) and \(b = 850\) to the nearest integer. (b) Find the population of the birds at \(t = 3\). (c) Find the rate of change of the population at \(t = 10\). (d) Find the maximum population of the birds during the 24 months, and the value of \(t\) at which it occurs. (e) Find the total amount of time, in months, during these 24 months when the population is strictly below 800.
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Worked solution

(a) At \(t = 0\), \(P(0) = a \cdot e^0 \cos(0) + b = a + b = 1200\). At \(t = 6\), \(P(6) = a \cdot e^{-0.3} \cos(\pi) + b = -a e^{-0.3} + b = 590.71\). Subtracting the second equation from the first: \(a(1 + e^{-0.3}) = 1200 - 590.71 = 609.29\). Since \(1 + e^{-0.3} \approx 1.740818\), we find \(a = \frac{609.29}{1.740818} \approx 350.00\). Thus \(a = 350\) and \(b = 1200 - 350 = 850\). (b) At \(t = 3\), \(P(3) = 350 e^{-0.15} \cos(\pi/2) + 850\). Since \(\cos(\pi/2) = 0\), \(P(3) = 850\). (c) We find \(P'(10)\) using the GDC derivative solver. \(P'(t) = 350 e^{-0.05t} [-0.05\cos(\frac{\pi}{6}t) - \frac{\pi}{6}\sin(\frac{\pi}{6}t)]\). At \(t = 10\), \(P'(10) \approx 91.0\) birds per month. (d) Graphing \(P(t)\) on the interval \([0, 24]\), we see that the function decreases initially since \(P'(0) = -17.5 < 0\). The subsequent peak is at \(t \approx 12\), where \(P(12) \approx 1042\). Therefore, the global maximum occurs at the boundary \(t = 0\) with a population of 1200. (e) We solve \(350 e^{-0.05t} \cos\left(\frac{\pi}{6} t\right) + 850 < 800\) using GDC. The intersection points with \(P(t) = 800\) are at \(t_1 \approx 3.32\), \(t_2 \approx 8.64\), \(t_3 \approx 15.60\), and \(t_4 \approx 20.23\). The population is below 800 in the intervals \([3.32, 8.64]\) and \([15.60, 20.23]\). Total duration = \((8.64 - 3.32) + (20.23 - 15.60) = 5.32 + 4.63 = 9.95\) months.

Marking scheme

(a) M1 for setting up \(a + b = 1200\), M1 for setting up \(-a e^{-0.3} + b = 591\), A1 for solving to get \(a \approx 350\), A1 for concluding \(b = 850\). (b) M1 for substituting \(t = 3\) into the formula, A1 for \(850\). (c) M1 for attempting to find the derivative, A2 for \(91.0\) (accept 91). (d) M1 for evaluating at boundary \(t=0\), M1 for checking other local extrema, A1 for identifying maximum population of 1200 at \(t=0\). (e) M1 for setting up inequality or equation \(P(t) = 800\), A1 for finding the first set of roots \(3.32\) and \(8.64\), A1 for finding the second set of roots \(15.60\) and \(20.23\), A1 for final answer \(9.95\) (accept answers between \(9.9\) and \(10.0\)).
Question 2 · Extended Response
16 marks
The weights of chocolate bars produced by a factory, \(W\), are normally distributed with a mean of 100 grams and a standard deviation of 4 grams. (a) Find the probability that a randomly selected chocolate bar weighs: (i) less than 95 grams. (ii) between 98 and 104 grams. (b) Any chocolate bar weighing less than \(k\) grams is rejected as underweight. Given that 2.5% of the chocolate bars are rejected, find the value of \(k\). The factory packs the chocolate bars in boxes of 12. A box is considered 'premium' if at least 10 of the chocolate bars inside weigh more than 98 grams. (c) (i) Find the probability that a randomly chosen chocolate bar weighs more than 98 grams. (ii) Find the probability that a randomly selected box is classified as premium. (d) A quality control inspector randomly selects 5 boxes of chocolate bars. Find the probability that exactly 2 of these boxes are premium. (e) Given that a box is NOT premium, find the probability that it contains exactly 9 chocolate bars weighing more than 98 grams.
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Worked solution

(a) Let \(W \sim N(100, 4^2)\). (i) \(P(W < 95) = \text{normCDF}(-\infty, 95, 100, 4) \approx 0.1056\). (ii) \(P(98 < W < 104) = \text{normCDF}(98, 104, 100, 4) \approx 0.5328\). (b) We solve \(P(W < k) = 0.025\). Using inverse normal: \(k = \text{invNorm}(0.025, 100, 4) \approx 92.16 \approx 92.2\) grams. (c) (i) Let \(p\) be the probability that a bar weighs more than 98 grams: \(p = P(W > 98) = \text{normCDF}(98, \infty, 100, 4) \approx 0.69146 \approx 0.691\). (ii) Let \(X\) be the number of bars weighing more than 98 grams in a box of 12. \(X \sim B(12, 0.69146)\). A box is premium if \(X \ge 10\). \(P(X \ge 10) = 1 - P(X \le 9) = 1 - \text{binomCDF}(12, 0.69146, 9) \approx 1 - 0.76865 = 0.23135 \approx 0.231\). (d) Let \(Y\) be the number of premium boxes out of 5. \(Y \sim B(5, 0.23135)\). We want \(P(Y = 2) = \text{binomPDF}(5, 0.23135, 2) \approx 0.2428 \approx 0.243\). (e) This is a conditional probability: \(P(X = 9 \mid X < 10) = \frac{P(X = 9)}{P(X < 10)}\). We have \(P(X = 9) = \text{binomPDF}(12, 0.69146, 9) \approx 0.22227\), and \(P(X < 10) = P(X \le 9) \approx 0.76865\). Thus, \(P(X = 9 \mid X < 10) = \frac{0.22227}{0.76865} \approx 0.2891 \approx 0.289\).

Marking scheme

(a) (i) M1 for setup using normal model, A1 for \(0.106\). (ii) A1 for \(0.533\). (b) M1 for inverse normal setup, A1 for \(92.2\). (c) (i) A1 for \(0.691\). (ii) M1 for binomial model setup with \(n=12\), M1 for evaluating \(P(X \ge 10)\), A1 for \(0.231\). (d) M1 for binomial setup with \(n=5\) and their premium probability, A1 for formula or GDC entry, A1 for \(0.243\). (e) M1 for conditional probability formula, A1 for \(0.289\).
Question 3 · Extended Response
16 marks
A nature reserve has four ranger stations located at \(A(2, 8)\), \(B(8, 10)\), \(C(10, 2)\), and \(D(4, 1)\), where coordinates are in kilometers. The reserve is partitioned into cells using a Voronoi diagram to determine the closest ranger station for any emergency response. (a) Show that the equation of the perpendicular bisector of the line segment \(AB\) is \(3x + y = 24\). (b) The perpendicular bisector of \(BC\) is \(x - 4y = -15\). Find the coordinates of the intersection point, \(V_1\), of these two perpendicular bisectors. (c) Given that the other vertices of the Voronoi cells are at \(V_2(5, 4.5)\) and \(V_3(4.2, 3.4)\): (i) Sketch the Voronoi diagram on a Cartesian coordinate plane, clearly labelling the stations and the vertices. (ii) A lost hiker is located at point \(P(6, 7)\). Determine which ranger station is closest to the hiker. (d) A new watchtower is to be built at the Voronoi vertex \(V_1\). (i) Find the distance from the watchtower to any of the three nearest ranger stations. (ii) Explain why this location is optimal for a central watchtower monitoring the area.
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Worked solution

(a) Midpoint of \(AB\) is \(M = \left(\frac{2+8}{2}, \frac{8+10}{2}\right) = (5, 9)\). Gradient of \(AB\) is \(m = \frac{10-8}{8-2} = \frac{1}{3}\). The gradient of the perpendicular bisector is \(-3\). The equation is \(y - 9 = -3(x - 5) \implies 3x + y = 24\). (b) We solve the system of equations: \(3x + y = 24\) and \(x - 4y = -15\). Substituting \(x = 4y - 15\) into the first equation: \(3(4y - 15) + y = 24 \implies 13y = 69 \implies y = 5.31\) and \(x = 6.23\). So \(V_1 = (6.23, 5.31)\). (c) (i) Sketch should show points \(A, B, C, D\), vertices \(V_1, V_2, V_3\), and lines connecting the vertices to form the boundaries of the Voronoi cells. (ii) By calculating distances from \(P(6, 7)\) to each station: \(d(P, A) = \sqrt{4^2 + (-1)^2} = \sqrt{17} \approx 4.12\), \(d(P, B) = \sqrt{(-2)^2 + (-3)^2} = \sqrt{13} \approx 3.61\), \(d(P, C) = \sqrt{(-4)^2 + 5^2} = \sqrt{41} \approx 6.40\), \(d(P, D) = \sqrt{2^2 + 6^2} = \sqrt{40} \approx 6.32\). Since \(d(P, B)\) is the smallest, Station B is closest to the hiker. (d) (i) Distance from \(V_1(6.23, 5.31)\) to \(A(2, 8)\) is \(d = \sqrt{(6.23-2)^2 + (5.31-8)^2} = \sqrt{4.23^2 + (-2.69)^2} \approx 5.01\) km. (ii) A Voronoi vertex is equidistant from the three nearest sites and represents the point furthest from any station in that region (the largest empty circle center). Placed at \(V_1\), the watchtower is optimally located to monitor the region most remote from the existing ranger stations.

Marking scheme

(a) M1 for finding midpoint \((5, 9)\), M1 for perpendicular gradient \(-3\), A1 for showing \(3x + y = 24\). (b) M1 for attempting to solve the simultaneous equations, A1 for \((6.23, 5.31)\) (accept fractional coordinates \((81/13, 69/13)\)). (c) (i) A1 for plotting stations and vertices correctly, A1 for drawing boundaries, A1 for correct labelling. (ii) M1 for attempting distance calculations or checking the position of \(P\) relative to boundary equations, A1 for Station B. (d) (i) M1 for using the distance formula, A1 for substituting coordinates, A1 for \(5.01\) km (accept \(5.01 - 5.02\)). (ii) R1 for stating \(V_1\) is equidistant to \(A, B, C\), R1 for explaining it is the point furthest away from any station, R1 for connecting to the purpose of monitoring remote area.
Question 4 · Extended Response
16 marks
A company designs an open-topped storage box (with no lid) with a rectangular base. The length of the base is twice its width. Let the width of the base be \(x\) meters and the height of the box be \(h\) meters. The volume of the box must be exactly \(36 \text{ m}^3\). (a) Show that the height \(h\) can be expressed as \(h = \frac{18}{x^2}\). (b) Show that the total outer surface area, \(A(x)\), of the box is given by \(A(x) = 2x^2 + \frac{108}{x}\). (c) Find \(A'(x)\). (d) Find the value of \(x\) that minimizes the surface area of the box. (e) Calculate the minimum surface area of the box. (f) The cost of the material for the base of the box is $15 per square meter, and the cost of the material for the sides is $10 per square meter. Find the dimensions of the box that minimize the total cost of construction.
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Worked solution

(a) Volume \(V = \text{length} \times \text{width} \times \text{height} = (2x)(x)(h) = 2x^2 h\). Since \(V = 36\), \(2x^2 h = 36 \implies h = \frac{18}{x^2}\). (b) The open box has 1 base and 4 sides. \(A = \text{Area of base} + 2(\text{width} \times h) + 2(\text{length} \times h) = 2x^2 + 2xh + 2(2x)h = 2x^2 + 6xh\). Substituting \(h = \frac{18}{x^2}\): \(A(x) = 2x^2 + 6x\left(\frac{18}{x^2}\right) = 2x^2 + \frac{108}{x}\). (c) \(A'(x) = 4x - 108x^{-2} = 4x - \frac{108}{x^2}\). (d) Set \(A'(x) = 0 \implies 4x - \frac{108}{x^2} = 0 \implies 4x^3 = 108 \implies x^3 = 27 \implies x = 3\) meters. (e) Minimum surface area \(A(3) = 2(3)^2 + \frac{108}{3} = 18 + 36 = 54 \text{ m}^2\). (f) Let \(C(x)\) be the cost: \(C(x) = 15 \times (2x^2) + 10 \times \left(\frac{108}{x}\right) = 30x^2 + \frac{1080}{x}\). Finding the derivative: \(C'(x) = 60x - \frac{1080}{x^2}\). Set \(C'(x) = 0 \implies 60x^3 = 1080 \implies x^3 = 18 \implies x = \sqrt[3]{18} \approx 2.62\) m. The dimensions are: width \(x \approx 2.62\) m, length \(2x \approx 5.24\) m, and height \(h = \frac{18}{x^2} \approx \frac{18}{18^{2/3}} = 18^{1/3} \approx 2.62\) m.

Marking scheme

(a) M1 for formula \(V = 2x^2 h\), A1 for showing \(h = 18/x^2\). (b) M1 for identifying correct 5 faces, A1 for \(2x^2 + 6xh\), M1 for substituting \(h\), A1 for showing the final expression. (c) A2 for \(4x - \frac{108}{x^2}\) (M1 for one correct term). (d) M1 for setting derivative to 0, A1 for \(x^3 = 27\), A1 for \(x = 3\) m. (e) M1 for substituting \(x = 3\) into \(A(x)\), A1 for \(54\). (f) M1 for writing cost function \(C(x) = 30x^2 + 1080/x\), M1 for finding \(C'(x)\) and setting to 0, A1 for dimensions: width = \(2.62\) m, length = \(5.24\) m, height = \(2.62\) m.
Question 5 · Extended Response
16 marks
Chloe plans to buy an apartment in 5 years. She begins saving today. (a) Chloe deposits $800 at the end of every month into a savings account that pays a nominal annual interest rate of 4.2% compounded monthly. (i) Find the total amount of money Chloe will have in her savings account at the end of 5 years. (ii) Find the total interest Chloe earned during these 5 years. (b) Chloe has saved a total of $110,000. She uses this as a down payment for an apartment costing $350,000 and takes out a mortgage for the remaining balance. The mortgage has a nominal annual interest rate of 5.4% compounded monthly, to be repaid with equal monthly payments over 20 years. (i) Calculate the amount of the monthly mortgage payment. (ii) Calculate the total amount Chloe will pay back to the bank over 20 years. (c) After making payments for exactly 7 years, Chloe decides to pay off the remaining balance of the mortgage in one lump sum. (i) Find the outstanding balance of the mortgage at the end of the 7th year. (ii) Calculate the amount of interest Chloe saves by paying off the mortgage early instead of continuing payments for the full 20 years.
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Worked solution

(a) (i) Using GDC TVM Solver: \(N = 60\), \(I\% = 4.2\), \(PV = 0\), \(PMT = -800\), \(P/Y = 12\), \(C/Y = 12\). Solving for \(FV\) yields \(\$53,263.53\). (ii) Total deposited = \(800 \times 60 = \$48,000\). Interest = \(53,263.53 - 48,000 = \$5,263.53\). (b) (i) Loan amount \(PV = 350,000 - 110,000 = \$240,000\). Using TVM Solver: \(N = 240\), \(I\% = 5.4\), \(PV = 240000\), \(FV = 0\), \(P/Y = 12\), \(C/Y = 12\). Solving for \(PMT\) yields \(\$1,637.59\). (ii) Total payments = \(1,637.59 \times 240 = \$393,021.60\). (c) (i) Remaining term is \(20 - 7 = 13\) years, which is \(156\) payments. Using TVM Solver: \(N = 156\), \(I\% = 5.4\), \(PMT = -1637.59\), \(FV = 0\), \(P/Y = 12\), \(C/Y = 12\). Solving for \(PV\) (outstanding balance) yields \(\$183,329.80\) (or \(\$183,329.13\) using unrounded payment). (ii) Total paid over 7 years = \(84 \times 1,637.59 = \$137,557.56\). Plus the lump sum: \(137,557.56 + 183,329.80 = \$320,887.36\). Total paid under original plan = \(\$393,021.60\). Interest saved = \(393,021.60 - 320,887.36 = \$72,134.24\).

Marking scheme

(a) (i) M1 for GDC TVM setup with correct inputs, A1 for \(\$53,263.53\). (ii) M1 for subtracting total deposits, A1 for \(\$5,263.53\). (b) (i) M1 for identifying loan amount \(\$240,000\), M1 for GDC mortgage solver entry, A1 for \(\$1,637.59\). (ii) M1 for multiplying payment by 240, A1 for \(\$393,021.60\). (c) (i) M1 for finding remaining balance using TVM Solver with \(N=156\) (or finding FV after \(N=84\)), A2 for \(\$183,329.80\) (accept \(\$183,329\) to \(\$183,330\)). (ii) M1 for calculating total amount paid under early payoff, M1 for comparing to total payments of full term, A1 for \(\$72,134.24\) (accept surrounding values due to rounding, e.g. \(\$72,135\)).

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