IB DP · Thinka-original Practice Paper

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

Thinka May 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 May 2025 SL (TZ3) IB Diploma Programme Mathematics - Applications and Interpretation paper. Not affiliated with or reproduced from IB.

Paper 1 (Standard Level)

Answer all questions. Answers must be written within the answer boxes provided. Working must be shown for analytical steps. GDCs must be utilized efficiently.
12 Question · 72 marks
Question 1 · short-response
5 marks
An investor deposits $5000 in a savings account that pays a nominal annual interest rate of 4.2% compounded monthly. (a) Find the amount of money in the account after 3 years. (b) Find the number of complete months it takes for the initial investment to double.
Show answer & marking scheme

Worked solution

(a) Using the compound interest formula: \(A = P\left(1 + \frac{r}{100k}\right)^{kt}\), where \(P = 5000\), \(r = 4.2\), \(k = 12\), and \(t = 3\). \(A = 5000\left(1 + \frac{4.2}{1200}\right)^{36} = 5000(1.0035)^{36} \approx 5670.08\) USD. (b) To double the investment, we require \(5000(1.0035)^n = 10000\), where \(n\) is the number of months. \((1.0035)^n = 2\) \(n = \frac{\ln(2)}{\ln(1.0035)} \approx 198.39\) months. Since we require the number of complete months, we round up to 199 months.

Marking scheme

(a) M1 for substituting into the compound interest formula. A1 for correct value: 5670.08 (accept 5670). (b) M1 for setting up the equation \(5000(1.0035)^n = 10000\) or equivalent. A1 for finding \(n \approx 198.39\). A1 for rounding up to 199 months.
Question 2 · short-response
5 marks
The height of a drone, \(h(t)\) meters above the ground, \(t\) seconds after it is launched, is modeled by the function \(h(t) = -0.4t^2 + 4.8t + 1.2\), for \(t \ge 0\). (a) Find the initial height of the drone. (b) Find the maximum height reached by the drone. (c) Find the value of \(t\) when the drone hits the ground.
Show answer & marking scheme

Worked solution

(a) The initial height is at \(t = 0\): \(h(0) = -0.4(0)^2 + 4.8(0) + 1.2 = 1.2\) m. (b) The maximum height occurs at the vertex where \(t = -\frac{b}{2a} = -\frac{4.8}{2(-0.4)} = 6\) seconds. The maximum height is \(h(6) = -0.4(6)^2 + 4.8(6) + 1.2 = -14.4 + 28.8 + 1.2 = 15.6\) m. (c) The drone hits the ground when \(h(t) = 0\). Solving \(-0.4t^2 + 4.8t + 1.2 = 0\) using GDC or quadratic formula: \(t \approx 12.245\) or \(t \approx -0.245\). Since \(t \ge 0\), \(t \approx 12.2\) seconds.

Marking scheme

(a) A1 for 1.2 m. (b) M1 for finding the time at maximum height \(t = 6\) (or using derivative \(h'(t) = 0\)). A1 for 15.6 m. (c) M1 for setting \(h(t) = 0\). A1 for 12.2 (accept 12.245).
Question 3 · short-response
5 marks
A surveyor stands at point \(A\) and observes two towers, \(B\) and \(C\). Tower \(B\) is at a distance of 120 m on a bearing of \(040^\circ\). Tower \(C\) is at a distance of 180 m on a bearing of \(115^\circ\). (a) Find the angle \(BAC\). (b) Calculate the distance between Tower \(B\) and Tower \(C\). (c) Find the bearing of Tower \(C\) from Tower \(B\).
Show answer & marking scheme

Worked solution

(a) The angle \(BAC = 115^\circ - 40^\circ = 75^\circ\). (b) Using the cosine rule on triangle \(ABC\): \(BC^2 = AB^2 + AC^2 - 2(AB)(AC)\cos(BAC)\). \(BC^2 = 120^2 + 180^2 - 2(120)(180)\cos(75^\circ)\). \(BC^2 = 14400 + 32400 - 43200\cos(75^\circ) \approx 35619.01\). \(BC \approx 188.73\) m, which is 189 m (to 3 s.f.). (c) To find the bearing of \(C\) from \(B\), first find the angle \(ABC\) using the sine rule: \(\frac{\sin(ABC)}{180} = \frac{\sin(75^\circ)}{188.73}\) which gives \(\sin(ABC) \approx 0.92125\). Since \(BC > AC\), angle \(ABC\) is acute, so \(ABC \approx 67.11^\circ\). The bearing of \(A\) from \(B\) is \(40^\circ + 180^\circ = 220^\circ\). Thus, the bearing of \(C\) from \(B\) is \(220^\circ - 67.11^\circ = 152.89^\circ\), which is \(153^\circ\) (to 3 s.f.).

Marking scheme

(a) A1 for \(75^\circ\). (b) M1 for substituting correct values into cosine rule. A1 for 189 m (accept 188.73). (c) M1 for using sine rule (or cosine rule) to find angle \(ABC \approx 67.11^\circ\). A1 for subtracting \(67.11^\circ\) from \(220^\circ\) to obtain bearing of \(153^\circ\) (accept 152.89).
Question 4 · short-response
5 marks
The weights of packages of flour are normally distributed with a mean of 1005 grams and a standard deviation of 4 grams. (a) Find the probability that a randomly selected package weighs less than 1000 grams. (b) A package is rejected if its weight is in the lowest 2% of the distribution. Find the minimum weight a package can have without being rejected.
Show answer & marking scheme

Worked solution

(a) Let \(X\) be the weight of a package. \(X \sim N(1005, 4^2)\). We want to find \(P(X < 1000)\). Using the GDC normal cumulative distribution function: \(P(X < 1000) \approx 0.10565 \approx 0.106\). (b) We need to find the value of \(w\) such that \(P(X < w) = 0.02\). Using the GDC inverse normal function with area 0.02, mean 1005, and standard deviation 4: \(w \approx 996.785\) grams. To 3 significant figures, this is 997 grams.

Marking scheme

(a) M1 for setting up normal probability \(P(X < 1000)\) or finding \(z = -1.25\). A1 for 0.106 (accept 0.10565). (b) M1 for setting up inverse normal equation \(P(X < w) = 0.02\). M1 for finding the correct z-score \(-2.0537\) or substituting correct parameters into GDC. A1 for 997 g (accept 996.785).
Question 5 · short-response
5 marks
Consider the curve \(y = 3x^2 - \frac{8}{x} + 2\), for \(x \ne 0\). (a) Find \(\frac{dy}{dx}\). (b) Find the equation of the tangent to the curve at the point where \(x = 2\). Give your answer in the form \(y = mx + c\).
Show answer & marking scheme

Worked solution

(a) Rewrite the curve equation as \(y = 3x^2 - 8x^{-1} + 2\). Differentiating with respect to \(x\): \(\frac{dy}{dx} = 6x - 8(-1)x^{-2} = 6x + \frac{8}{x^2}\). (b) At \(x = 2\), the y-coordinate of the point is: \(y = 3(2)^2 - \frac{8}{2} + 2 = 12 - 4 + 2 = 10\). The gradient of the tangent is \(m = 6(2) + \frac{8}{2^2} = 12 + 2 = 14\). Using the point-slope formula \(y - y_1 = m(x - x_1)\): \(y - 10 = 14(x - 2) \implies y - 10 = 14x - 28 \implies y = 14x - 18\).

Marking scheme

(a) M1 for differentiating \(3x^2\) to \(6x\). A1 for differentiating \(-\frac{8}{x}\) to \(\frac{8}{x^2}\). (b) M1 for finding the y-coordinate \(y = 10\). M1 for finding the gradient \(m = 14\). A1 for the correct tangent equation \(y = 14x - 18\).
Question 6 · Short-response
6 marks
A farmer wishes to construct a rectangular paddock next to a straight river. No fencing is required along the side of the river. The farmer has a total of \( 120\text{ m} \) of fencing material. Let \( x \) be the width of the paddock perpendicular to the river, in meters. (a) Show that the area of the paddock, \( A\text{ m}^2 \), can be modeled by the function \( A(x) = 120x - 2x^2 \). (b) Find \( \frac{dA}{dx} \). (c) Find the value of \( x \) that maximizes the area of the paddock, and hence find this maximum area.
Show answer & marking scheme

Worked solution

(a) The total length of the fencing is \( 2x + y = 120 \), where \( y \) is the length of the paddock parallel to the river. Rearranging for \( y \): \( y = 120 - 2x \). The area \( A \) of the rectangle is given by: \( A = x \cdot y = x(120 - 2x) = 120x - 2x^2 \). (b) Differentiating \( A(x) \) with respect to \( x \): \( \frac{dA}{dx} = 120 - 4x \). (c) To find the maximum area, set \( \frac{dA}{dx} = 0 \): \( 120 - 4x = 0 \Rightarrow 4x = 120 \Rightarrow x = 30\text{ m} \). The maximum area is: \( A(30) = 120(30) - 2(30)^2 = 3600 - 1800 = 1800\text{ m}^2 \).

Marking scheme

(a) M1: For expressing the perimeter/fencing equation: \( 2x + y = 120 \) (or equivalent). A1: For substituting \( y = 120 - 2x \) into \( A = xy \) and simplifying to obtain \( 120x - 2x^2 \) (must show intermediate step). (b) A1: \( \frac{dA}{dx} = 120 - 4x \). (c) M1: Setting their derivative to 0: \( 120 - 4x = 0 \). A1: \( x = 30 \). A1: \( \text{Area} = 1800\text{ m}^2 \).
Question 7 · Short-response
6 marks
The masses of apples in a large orchard are normally distributed with a mean of \( 150\text{ g} \) and a standard deviation of \( 18\text{ g} \). (a) Find the probability that a randomly selected apple from the orchard has a mass between \( 130\text{ g} \) and \( 165\text{ g} \). (b) Apples with a mass less than \( k\text{ g} \) are classified as 'small'. Given that 15% of the apples are classified as small, find the value of \( k \) correct to 3 significant figures. (c) A box of these apples contains 120 apples. Calculate the expected number of apples in the box with a mass greater than \( 165\text{ g} \).
Show answer & marking scheme

Worked solution

Let \( X \sim N(150, 18^2) \). (a) Use a GDC to find \( P(130 < X < 165) \approx 0.664188... \approx 0.664 \). (b) We are given \( P(X < k) = 0.15 \). Using the inverse normal function on a GDC: \( k \approx 131.345... \approx 131\text{ g} \). (c) First find \( P(X > 165) \approx 0.202328... \). The expected number of apples is given by: \( \text{Expected value} = n \times p = 120 \times 0.202328... \approx 24.279... \approx 24.3 \).

Marking scheme

(a) M1: For a correct probability expression, e.g., \( P(130 < X < 165) \). A1: \( 0.664 \) (accept \( 0.664188... \)). (b) M1: For a correct probability expression involving \( k \), e.g., \( P(X < k) = 0.15 \). A1: \( 131 \) (accept \( 131.345... \)). (c) M1: For finding \( P(X > 165) \approx 0.202 \) or showing the product \( 120 \times P(X > 165) \). A1: \( 24.3 \) (accept 24 or \( 24.279... \)).
Question 8 · Short-response
6 marks
Liam buys a car for $24000. The car's value depreciates at a constant annual rate of 12%. At the same time, Liam deposits $15000 in a savings account that pays a nominal annual interest rate of 4.5%, compounded monthly. (a) Calculate the value of the car after 5 years, to the nearest dollar. (b) Find the amount of money in Liam's savings account after 5 years, to the nearest dollar. (c) Determine the number of complete years it will take for the value of the savings account to exceed the value of the car.
Show answer & marking scheme

Worked solution

(a) The value of the car, \( V \), after 5 years is modeled by: \( V = 24000 \times (1 - 0.12)^5 = 24000 \times (0.88)^5 \approx 12665.61 \). To the nearest dollar, the value is $12666. (b) The savings account value, \( S \), after 5 years (60 months) is: \( S = 15000 \times \left(1 + \frac{0.045}{12}\right)^{60} \approx 18777.01 \). To the nearest dollar, the value is $18777. (c) Let \( n \) be the number of complete years. We solve the inequality: \( 15000 \times \left(1 + \frac{0.045}{12}\right)^{12n} > 24000 \times (0.88)^n \). For \( n = 2 \): \( C = 18585.60 \) and \( S \approx 16410.15 \) (car is worth more). For \( n = 3 \): \( C \approx 16355.33 \) and \( S \approx 17164.55 \) (savings are worth more). Thus, it takes 3 complete years.

Marking scheme

(a) M1: For writing a correct expression for depreciation: \( 24000 \times (0.88)^5 \). A1: $12666 (must be rounded to the nearest dollar). (b) M1: For writing a correct expression for compound interest: \( 15000 \times \left(1 + \frac{0.045}{12}\right)^{60} \). A1: $18777 (must be rounded to the nearest dollar). (c) M1: For setting up an inequality/equation or evaluating both values for at least one year \( n \ge 2 \). A1: 3 (complete years).
Question 9 · Short-response
6 marks
A triangular plot of land \( ABC \) is such that the boundary \( AB = 75\text{ m} \), the boundary \( BC = 110\text{ m} \), and the angle \( ABC = 65^\circ \). (a) Calculate the length of the boundary \( AC \), correct to 3 significant figures. (b) Calculate the area of the plot of land, correct to 3 significant figures. (c) A vertical flagpole is erected at point \( A \). The angle of elevation from point \( C \) to the top of the flagpole is \( 8^\circ \). Find the height of the flagpole, correct to 3 significant figures.
Show answer & marking scheme

Worked solution

(a) Using the cosine rule on triangle \( ABC \): \( AC^2 = 75^2 + 110^2 - 2 \cdot 75 \cdot 110 \cdot \cos(65^\circ) \approx 10751.82 \). Thus, \( AC = \sqrt{10751.82} \approx 103.69... \approx 104\text{ m} \). (b) The area is given by: \( \text{Area} = \frac{1}{2} \cdot 75 \cdot 110 \cdot \sin(65^\circ) \approx 3738.53... \approx 3740\text{ m}^2 \). (c) Let \( h \) be the height of the flagpole at \( A \). Using right-angled triangle trigonometry: \( \tan(8^\circ) = \frac{h}{AC} \Rightarrow h = 103.69 \cdot \tan(8^\circ) \approx 14.572... \approx 14.6\text{ m} \).

Marking scheme

(a) M1: For correct substitution into the cosine rule: \( 75^2 + 110^2 - 2(75)(110)\cos(65^\circ) \). A1: \( 104 \) (m) (accept \( 103.69... \)). (b) M1: For correct substitution into the area formula: \( \frac{1}{2}(75)(110)\sin(65^\circ) \). A1: \( 3740 \) (\( \text{m}^2 \)) (accept \( 3738.53... \)). (c) M1: For a correct trigonometric equation linking the height, angle, and \( AC \), e.g., \( \tan(8^\circ) = \frac{h}{AC} \). A1: \( 14.6 \) (m) (accept \( 14.572... \) or follow-through using \( 104 \) leading to \( 14.6 \)).
Question 10 · Short-response
6 marks
The temperature, \( T \) (in \( ^\circ\text{C} \)), of a hot cup of coffee left in a room after \( t \) minutes is modeled by the function: \( T(t) = a + b e^{-0.05t} \), where \( t \ge 0 \) and \( a, b \) are constants. The initial temperature of the coffee is \( 85^\circ\text{C} \). After 15 minutes, the temperature of the coffee is \( 51^\circ\text{C} \). (a) Write down an equation in \( a \) and \( b \) representing the initial temperature of the coffee. (b) Show that \( a \approx 20.6 \) and \( b \approx 64.4 \), correct to 3 significant figures. (c) Find the temperature of the coffee after 30 minutes, correct to 3 significant figures. (d) State the ambient room temperature predicted by this model as \( t \) becomes very large.
Show answer & marking scheme

Worked solution

(a) At \( t = 0 \), \( T(0) = 85 \Rightarrow a + b e^{0} = 85 \Rightarrow a + b = 85 \). (b) At \( t = 15 \), \( T(15) = 51 \Rightarrow a + b e^{-0.05 \times 15} = 51 \Rightarrow a + b e^{-0.75} = 51 \). Substituting \( a = 85 - b \): \( 85 - b + b e^{-0.75} = 51 \Rightarrow b(1 - e^{-0.75}) = 34 \Rightarrow b = \frac{34}{1 - e^{-0.75}} \approx 64.43867... \approx 64.4 \). Hence, \( a = 85 - 64.43867... \approx 20.56133... \approx 20.6 \). (c) After 30 minutes: \( T(30) = 20.56133 + 64.43867 e^{-0.05 \times 30} \approx 34.939... \approx 34.9^\circ\text{C} \). (d) As \( t \to \infty \), \( e^{-0.05t} \to 0 \), so \( T(t) \to a \). The ambient room temperature is \( 20.6^\circ\text{C} \).

Marking scheme

(a) A1: \( a + b = 85 \). (b) M1: For substituting \( t = 15 \) and \( T = 51 \) into the model: \( a + b e^{-0.75} = 51 \). M1: For an algebraic method to solve the simultaneous equations, e.g., substituting \( a = 85 - b \). A1: For showing both values match the given ones clearly: \( b \approx 64.438... \Rightarrow b = 64.4 \) and \( a \approx 20.561... \Rightarrow a = 20.6 \). (c) A1: \( 34.9 \) (\( ^\circ\text{C} \)) (accept \( 34.939... \)). (d) A1: \( 20.6 \) (\( ^\circ\text{C} \)) (accept \( 20.56... \)).
Question 11 · Short-response
8.5 marks
The weights of a particular variety of organic apples, \(W\) grams, are normally distributed with a mean of \(150\text{ g}\) and a standard deviation of \(\sigma\).

(a) Given that \(15\%\) of these apples weigh more than \(165\text{ g}\), find the value of \(\sigma\).

(b) Apples that weigh less than \(130\text{ g}\) are classified as 'small'. Find the probability that a randomly selected apple is classified as 'small'.

(c) A bag contains a large number of these apples. Three apples are chosen at random. Find the probability that at least one of these apples is classified as 'small'.
Show answer & marking scheme

Worked solution

(a) Let \(W \sim \text{N}(150, \sigma^2)\). We are given \(P(W > 165) = 0.15\), which means \(P(W \le 165) = 0.85\). Using the standard normal distribution \(Z = \frac{W - 150}{\sigma}\), we have \(P\left(Z \le \frac{165 - 150}{\sigma}\right) = 0.85\). From the inverse normal function on a GDC, the \(z\)-score is \(1.03643\). Thus, \(\frac{15}{\sigma} \approx 1.03643 \implies \sigma \approx 14.4727 \approx 14.5\text{ g}\).

(b) Using \(\sigma \approx 14.4727\), we find \(P(W < 130)\) via the normal cumulative function on a GDC with a lower bound of \(-\infty\), an upper bound of \(130\), a mean of \(150\), and a standard deviation of \(14.4727\). This yields \(P(W < 130) \approx 0.083495 \approx 0.0835\).

(c) Let \(X\) be the number of small apples chosen. Since the apples are selected from a large pool, \(X\) follows a binomial distribution \(X \sim \text{B}(3, 0.083495)\). We want to find \(P(X \ge 1) = 1 - P(X = 0) = 1 - (1 - 0.083495)^3 \approx 1 - 0.76993 \approx 0.230\).

Marking scheme

(a) [3 marks]

M1 for setting up the normal equation, e.g., \(P(W < 165) = 0.85\) or the standardization equation.
A1 for the correct \(z\)-score of \(1.03643...\).
A1 for \(\sigma \approx 14.5\) (accept \(14.4\) or more precise values like \(14.4727...\)).

(b) [2.5 marks]

M1.5 for setting up normal cumulative distribution with mean \(150\) and their \(\sigma\) from (a).
A1 for \(0.0835\) (accept \(0.0830\) if using \(14.5\) directly).

(c) [3 marks]

M1 for recognizing the binomial context or the complement probability approach, \(1 - P(\text{no small apples})^3\).
M1 for evaluating \((1 - 0.0835)^3\) or \((1 - 0.083495)^3\).
A1 for \(0.230\) (accept \(0.230\) or \(0.231\) depending on rounding).
Question 12 · Short-response
8.5 marks
An open-topped rectangular storage box is designed with a square base of side length \(x\text{ cm}\) and height \(h\text{ cm}\).

(a) Given that the volume of the box must be \(4000\text{ cm}^3\), show that the total external surface area, \(A\text{ cm}^2\), of the box is given by \(A = x^2 + \frac{16000}{x}\).

(b) Find \(\frac{\text{d}A}{\text{d}x}\).

(c) Find the value of \(x\) that minimizes the external surface area.

(d) Calculate the minimum external surface area of the box.
Show answer & marking scheme

Worked solution

(a) The volume of a rectangular box with a square base of side length \(x\) and height \(h\) is \(V = x^2 h\). Since the volume is \(4000\text{ cm}^3\), we have \(x^2 h = 4000 \implies h = \frac{4000}{x^2}\). The total external surface area \(A\) of the open-topped box consists of one square base and four vertical sides: \(A = x^2 + 4xh\). Substituting \(h\) into the area equation gives: \(A = x^2 + 4x\left(\frac{4000}{x^2}\right) = x^2 + \frac{16000}{x}\).

(b) Rewriting the expression for area as \(A = x^2 + 16000x^{-1}\) and differentiating with respect to \(x\) gives: \(\frac{\text{d}A}{\text{d}x} = 2x - 16000x^{-2} = 2x - \frac{16000}{x^2}\).

(c) To find the minimum surface area, set the derivative to zero: \(2x - \frac{16000}{x^2} = 0 \implies 2x^3 = 16000 \implies x^3 = 8000 \implies x = 20\text{ cm}\).

(d) Substitute \(x = 20\) back into the formula for \(A\): \(A = 20^2 + \frac{16000}{20} = 400 + 800 = 1200\text{ cm}^2\).

Marking scheme

(a) [3 marks]

M1 for writing \(x^2 h = 4000\) and expressing \(h\) as \(\frac{4000}{x^2}\).
M1 for writing the surface area formula \(A = x^2 + 4xh\).
A1 for showing a clear substitution to obtain the given expression \(A = x^2 + \frac{16000}{x}\).

(b) [2 marks]

M1 for differentiating at least one term correctly (either \(x^2 \to 2x\) or \(16000/x \to -16000/x^2\)).
A1 for \(2x - \frac{16000}{x^2}\).

(c) [2 marks]

M1 for setting their derivative equal to 0.
A1 for \(x = 20\text{ cm}\).

(d) [1.5 marks]

M0.5 for substituting their \(x\) value from (c) into the equation for \(A\).
A1 for \(1200\text{ cm}^2\) (or simply \(1200\)).

Paper 2 (Standard Level)

Answer all questions in the answer booklet provided. Start each question on a new page. GDC sketches must be documented.
5 Question · 79 marks
Question 1 · Paper 2 (Standard Level)
13 marks
A company designs closed cylindrical metal cans to hold a volume of \(500\text{ cm}^3\) of juice. Let the radius of the base of the cylinder be \(r\text{ cm}\) and its height be \(h\text{ cm}\).

(a) Show that the height of the can, \(h\text{ cm}\), can be written as \(h = \frac{500}{\pi r^2}\).

(b) The cost of the material for the top and bottom of the can is \(0.02\text{ USD per cm}^2\), and the cost of the material for the curved side of the can is \(0.015\text{ USD per cm}^2\). Show that the total cost, \(C\), in USD, of the material for a can is given by \(C = 0.04\pi r^2 + \frac{15}{r}\).

(c) Find \(\frac{\mathrm{d}C}{\mathrm{d}r}\).

(d) Find the value of \(r\) that minimizes the cost of the material.

(e) Hence, calculate:
(i) the minimum cost of a single can, in USD;
(ii) the corresponding height of this can, in cm.
Show answer & marking scheme

Worked solution

(a) The volume of a cylinder is given by \(V = \pi r^2 h\). Since the volume is \(500\text{ cm}^3\), we have:
\(500 = \pi r^2 h\)
Solving for \(h\) gives:
\(h = \frac{500}{\pi r^2}\)

(b) The total surface area of the top and bottom is \(2\pi r^2\).
The cost for the top and bottom is \(0.02 \times 2\pi r^2 = 0.04\pi r^2\) USD.
The surface area of the curved side is \(2\pi r h\).
The cost for the curved side is \(0.015 \times 2\pi r h = 0.03\pi r h\) USD.
Substituting \(h = \frac{500}{\pi r^2}\) into the curved side cost gives:
\(0.03\pi r \left(\frac{500}{\pi r^2}\right) = \frac{15}{r}\) USD.
Therefore, the total cost \(C\) is:
\(C = 0.04\pi r^2 + \frac{15}{r}\)

(c) We write \(C = 0.04\pi r^2 + 15r^{-1}\).
Differentiating term by term with respect to \(r\):
\(\frac{\mathrm{d}C}{\mathrm{d}r} = 2 \times 0.04\pi r - 15r^{-2} = 0.08\pi r - \frac{15}{r^2}\)

(d) To find the minimum cost, set \(\frac{\mathrm{d}C}{\mathrm{d}r} = 0\):
\(0.08\pi r - \frac{15}{r^2} = 0\)
\(0.08\pi r^3 = 15\)
\(r^3 = \frac{15}{0.08\pi} \approx 59.683\)
\(r = \sqrt[3]{\frac{15}{0.08\pi}} \approx 3.91\text{ cm}\) (3 s.f.)

(e) (i) Substitute \(r \approx 3.9079\) into the cost equation:
\(C = 0.04\pi (3.9079)^2 + \frac{15}{3.9079} \approx 1.9193 + 3.8384 = 5.76\text{ USD}\) (3 s.f.)
(ii) Substitute \(r \approx 3.9079\) into the height equation:
\(h = \frac{500}{\pi (3.9079)^2} \approx 10.4\text{ cm}\) (3 s.f.)

Marking scheme

(a) M1 for using the cylinder volume formula \(V = \pi r^2 h\) with \(V = 500\). A1 for showing the required algebraic rearrangement to obtain \(h = \frac{500}{\pi r^2}\). [2 marks]

(b) A1 for cost of top/bottom \(0.04\pi r^2\). A1 for cost of curved side \(0.03\pi r h\). M1 for substituting the expression for \(h\) to obtain the final formula. [3 marks]

(c) M1 for applying the power rule to \(r^2\) (obtaining \(0.08\pi r\)). M1 for applying the power rule to \(r^{-1}\) (obtaining \(-15r^{-2}\)). A1 for the correct fully simplified expression \(0.08\pi r - \frac{15}{r^2}\). [3 marks]

(d) M1 for setting their derivative equal to 0. M1 for algebraic manipulation to isolate \(r^3\) (e.g., \(0.08\pi r^3 = 15\)). A1 for \(r \approx 3.91\text{ cm}\) (accept 3.908). [3 marks]

(e) (i) A1 for minimum cost \(5.76\text{ USD}\). (ii) A1 for height \(10.4\text{ cm}\). [2 marks]
Question 2 · Paper 2 (Standard Level)
12 marks
A researcher studies the relationship between gym members' preferred exercise type and their age group. A random sample of 200 members is selected, and their preferences are recorded in the table below:

Age GroupCardioStrengthYogaTotalUnder 3545352010035 and over352540100Total806060200

A \(\chi^2\) test of independence is conducted at the \(5\%\) significance level.

(a) State the null and alternative hypotheses for this test.

(b) Show that the expected frequency of members under 35 who prefer Yoga is 30.

(c) Write down:
(i) the degrees of freedom for this test;
(ii) the \(\chi^2\) statistic;
(iii) the \(p\)-value.

(d) State, with a reason, the conclusion of the test.

The duration of a gym session, \(T\) minutes, for any member is normally distributed with a mean of 55 minutes and a standard deviation of 12 minutes.

(e) (i) Find the probability that a randomly chosen member spends more than 65 minutes on a gym session.
(ii) Given that a member spends more than 65 minutes on a gym session, find the probability that they spend less than 80 minutes.
Show answer & marking scheme

Worked solution

(a) \(H_0\): Preferred exercise type is independent of age group.
\(H_1\): Preferred exercise type is not independent of age group.

(b) Expected frequency for (Under 35, Yoga) = \(\frac{\text{Row Total} \times \text{Column Total}}{\text{Grand Total}} = \frac{100 \times 60}{200} = 30\).

(c) (i) Degrees of freedom \(df = (r-1)(c-1) = (2-1)(3-1) = 2\).
(ii) \(\chi^2 = \sum \frac{(O-E)^2}{E} = \frac{(45-40)^2}{40} + \frac{(35-30)^2}{30} + \frac{(20-30)^2}{30} + \frac{(35-40)^2}{40} + \frac{(25-30)^2}{30} + \frac{(40-30)^2}{30} = 0.625 + 0.8333 + 3.3333 + 0.625 + 0.8333 + 3.3333 = 9.5833 \approx 9.58\).
(iii) The \(p\)-value \(= P(\chi^2_2 \ge 9.5833) \approx 0.00830\).

(d) Since the \(p\)-value \(\approx 0.00830 < 0.05\) (or the calculated \(\chi^2\) value \(9.58 > 5.991\)), we reject the null hypothesis \(H_0\). There is sufficient evidence to suggest that preferred exercise type is not independent of age group.

(e) (i) Let \(T \sim N(55, 12^2)\).
\(P(T > 65) = P\left(Z > \frac{65-55}{12}\right) = P(Z > 0.8333) \approx 0.202\) (or 0.2023).
(ii) We want to find \(P(T < 80 \mid T > 65) = \frac{P(65 < T < 80)}{P(T > 65)}\).
First, \(P(65 < T < 80) = P(T < 80) - P(T \le 65) \approx 0.9814 - 0.7977 = 0.1837\).
Then, \(P(T < 80 \mid T > 65) = \frac{0.183717}{0.202328} \approx 0.908\) (or 0.9080).

Marking scheme

(a) A1 for a correct null hypothesis stating independence. A1 for a correct alternative hypothesis stating non-independence. [2 marks]

(b) M1 for using the formula \(\frac{\text{Row Total} \times \text{Column Total}}{\text{Grand Total}}\). A1 for showing that \(\frac{100 \times 60}{200} = 30\). [2 marks]

(c) (i) A1 for \(df = 2\). (ii) A1 for \(\chi^2 \approx 9.58\) (accept 9.58 or 9.5833). (iii) A1 for \(p\)-value \(\approx 0.00830\) (accept 0.0083 or 0.00830). [3 marks]

(d) R1 for comparing their \(p\)-value with 0.05 (or critical value). A1 for a consistent and correct conclusion (reject \(H_0\) and state that exercise type and age are associated). [2 marks]

(e) (i) A1 for \(P(T > 65) \approx 0.202\). (ii) M1 for writing the correct conditional probability expression. A1 for finding \(P(65 < T < 80) \approx 0.184\). A1 for the final ratio \(\approx 0.908\). [3 marks]
Question 3 · long-response
18 marks
The volume of water, \(V\), in litres, in a storage tank at time \(t\) hours, where \(0 \le t \le 24\), is modeled by the function \(V(t) = -t^3 + 18t^2 + 120t + 500\). (a) Write down the initial volume of water in the tank. (b) Find an expression for the rate of change of the volume of water, \(\frac{dV}{dt}\). (c) Find the rate of change of the volume of water at \(t = 5\) hours. (d) Find the time \(t\) at which the volume of water in the tank is a maximum. (e) Calculate this maximum volume of water. (f) Find the value of \(t\) at which the volume of water is increasing at its maximum rate. (g) Find the volume of water in the tank at \(t = 24\) hours, and state with a reason whether this model is valid for \(t = 24\).
Show answer & marking scheme

Worked solution

a) At \(t=0\), \(V(0) = -(0)^3 + 18(0)^2 + 120(0) + 500 = 500\) litres. b) Differentiating \(V(t)\) with respect to \(t\) yields: \(\frac{dV}{dt} = -3t^2 + 36t + 120\). c) Substitute \(t=5\) into the derivative: \(\frac{dV}{dt}\Big|_{t=5} = -3(5)^2 + 36(5) + 120 = -75 + 180 + 120 = 225\) litres per hour. d) To find the maximum volume, set \(\frac{dV}{dt} = 0\): \(-3t^2 + 36t + 120 = 0\). Dividing by \(-3\) gives \(t^2 - 12t - 40 = 0\). Solving for \(t\) using the quadratic formula: \(t = \frac{12 \pm \sqrt{(-12)^2 - 4(1)(-40)}}{2} = \frac{12 \pm \sqrt{304}}{2}\). Since \(t \ge 0\), we select the positive root: \(t = 6 + \sqrt{76} \approx 14.718\) hours. Thus, \(t \approx 14.7\) hours. e) Substitute \(t \approx 14.718\) back into \(V(t)\): \(V(14.718) = -(14.718)^3 + 18(14.718)^2 + 120(14.718) + 500 \approx 2979.22\) litres. Thus, the maximum volume is 2980 litres (to 3 significant figures). f) The rate of change is \(V'(t) = -3t^2 + 36t + 120\). To find its maximum, differentiate again to get \(V''(t) = -6t + 36\). Setting \(V''(t) = 0\) yields \(-6t + 36 = 0 \implies t = 6\) hours. g) At \(t = 24\), \(V(24) = -(24)^3 + 18(24)^2 + 120(24) + 500 = -13824 + 10368 + 2880 + 500 = -76\) litres. This model is not valid for \(t = 24\) because the volume of water cannot be negative.

Marking scheme

a) A1 for 500. [1 mark] b) M1 for attempting to differentiate, A1 for correct derivative \(-3t^2 + 36t + 120\). [2 marks] c) M1 for substituting \(t = 5\) into their derivative, A1 for 225. [2 marks] d) M1 for setting their derivative to 0, M1 for attempting to solve the quadratic equation, A1 for \(t \approx 14.7\) (or exact \(6 + \sqrt{76}\)). [3 marks] e) M1 for substituting their value of \(t\) from (d) into \(V(t)\), A1 for \(2980\) (or \(2979\)). [2 marks] f) M1 for setting the second derivative to 0 (or finding vertex of the quadratic rate function), A1 for finding \(V''(t) = -6t + 36\), A1 for setting to 0, A1 for \(t = 6\). [4 marks] g) M1 for substituting \(t=24\) into \(V(t)\), A1 for obtaining \(-76\), R1 for stating the volume is negative, R1 for concluding the model is not valid. [4 marks]
Question 4 · long-response
18 marks
The lifetime of a certain brand of light bulbs, \(X\) hours, is normally distributed with a mean of 1500 hours and a standard deviation of 120 hours. (a) Find the probability that a randomly selected light bulb lasts: (i) more than 1650 hours, (ii) between 1350 and 1550 hours. (b) Light bulbs that last in the lowest 5% of lifetimes are considered defective. Find the maximum lifetime of a defective bulb. (c) A quality control inspector takes a random sample of 8 light bulbs. Find the probability that at most 1 bulb is defective. (d) A study was conducted to determine if the bulb type (LED, Halogen, CFL) is independent of the customer satisfaction level (Satisfied, Neutral, Dissatisfied). The observed frequencies are given in the table below: Satisfied: LED = 80, Halogen = 45, CFL = 55; Neutral: LED = 30, Halogen = 40, CFL = 30; Dissatisfied: LED = 10, Halogen = 35, CFL = 15. (i) State the null hypothesis. (ii) Find the expected number of satisfied customers who purchased Halogen bulbs. (iii) Find the degrees of freedom for this test. (iv) Find the \(\chi^2\) statistic and the corresponding p-value. (v) State, with a reason, whether the null hypothesis is rejected at the 5% significance level.
Show answer & marking scheme

Worked solution

a) Let \(X \sim N(1500, 120^2)\). (i) \(P(X > 1650) = P\left(Z > \frac{1650-1500}{120}\right) = P(Z > 1.25) \approx 0.10565 \approx 0.106\). (ii) \(P(1350 < X < 1550) = P\left(\frac{1350-1500}{120} < Z < \frac{1550-1500}{120}\right) = P(-1.25 < Z < 0.4167) \approx 0.66154 - 0.10565 \approx 0.55589 \approx 0.556\). b) We want to find \(d\) such that \(P(X < d) = 0.05\). Using inverse normal distribution on GDC: \(Z = -1.64485\). Thus, \(d = 1500 + (-1.64485 \times 120) = 1500 - 197.382 \approx 1302.6 \approx 1300\) hours. c) Let \(Y\) be the number of defective bulbs in a sample of 8. Then \(Y \sim B(8, 0.05)\). We need \(P(Y \le 1) = P(Y = 0) + P(Y = 1)\). \(P(Y = 0) = (0.95)^8 \approx 0.66342\). \(P(Y = 1) = \binom{8}{1} (0.05)^1 (0.95)^7 \approx 0.27934\). \(P(Y \le 1) \approx 0.66342 + 0.27934 \approx 0.94276 \approx 0.943\). d) (i) \(H_0\): Bulb type and customer satisfaction level are independent. (ii) Row total for Satisfied = \(80 + 45 + 55 = 180\). Column total for Halogen = \(45 + 40 + 35 = 120\). Grand total = 340. Expected frequency = \(\frac{180 \times 120}{340} \approx 63.529 \approx 63.5\). (iii) Degrees of freedom = \((\text{rows} - 1)(\text{columns} - 1) = (3-1)(3-1) = 4\). (iv) Performing the Chi-squared test on GDC: \(\chi^2 \approx 26.507 \approx 26.5\) and \(p\)-value \\approx 2.50 \times 10^{-5}\). (v) Since \(p \approx 0.000025 < 0.05\), we reject the null hypothesis.

Marking scheme

a) (i) M1 for standardizing or setting up normal CDF, A1 for 0.106. (ii) M1 for standardizing or setting up normal CDF interval, A1 for 0.556. [4 marks] b) M1 for setting up \(P(X < d) = 0.05\), M1 for attempting inverse normal, A1 for 1300 (or 1303). [3 marks] c) M1 for identifying binomial distribution with parameters \(n=8\) and \(p=0.05\), M1 for using binomial CDF for \(P(Y \le 1)\), A1 for 0.943. [3 marks] d) (i) A1 for stating the null hypothesis correctly. (ii) M1 for calculating expected value formula, A1 for 63.5. (iii) A1 for 4. (iv) A1 for \(\chi^2 \approx 26.5\), A1 for \(p \approx 2.50 \times 10^{-5}\). (v) R1 for comparing p-value with 0.05, A1 for stating rejection of the null hypothesis. [8 marks]
Question 5 · long-response
18 marks
Sophia wants to buy a car in 6 years' time. The car she wants currently costs 25000 EUR, and its value is expected to depreciate at a rate of 4% per year. (a) Find the expected cost of the car in 6 years' time. Sophia decides to save money by investing in a savings account. She has two options. Option A: Invest a single lump sum of 12000 EUR now in an account that pays an annual interest rate of 6% compounded monthly. (b) Calculate the total amount in Option A after 6 years. (c) Determine if Option A will provide enough money for Sophia to buy the car in 6 years. Option B: Invest \(P\) EUR at the end of each month into an account that pays an annual interest rate of 4.8% compounded monthly. (d) (i) Find the minimum monthly deposit, \(P\), required to ensure Sophia has exactly the expected cost of the car in 6 years. (ii) Calculate the total interest earned under Option B. (e) At the end of 6 years, Sophia buys the car for the expected cost. She sells the car 4 years later. Assuming the depreciation rate remains 4% per year, calculate the selling price of the car.
Show answer & marking scheme

Worked solution

a) The cost of the car in 6 years' time is given by: \(25000 \times (1 - 0.04)^6 = 25000 \times 0.96^6 \approx 19568.94\) EUR. b) Using the compound interest formula: \(FV = PV \times \left(1 + \frac{r}{1200}\right)^{12n} = 12000 \times \left(1 + \frac{6}{1200}\right)^{72} = 12000 \times (1.005)^{72} \approx 17184.53\) EUR. c) Comparing the two values: \(17184.53 < 19568.94\). Therefore, Option A will not provide enough money to buy the car. d) (i) Option B is an ordinary annuity. The future value is: \(FV = P \times \frac{(1+i)^N - 1}{i}\), where \(FV = 19568.94\), \(i = \frac{4.8}{1200} = 0.004\), and \(N = 72\). \(19568.94 = P \times \frac{(1.004)^{72} - 1}{0.004}\). Since \(\frac{1.004^{72}-1}{0.004} \approx 83.140484\), we find: \(P = \frac{19568.94}{83.140484} \approx 235.37\) EUR. (ii) Total money deposited = \(72 \times 235.37197 = 16946.78\) EUR. Total interest earned = \(19568.94 - 16946.78 = 2622.16\) EUR. e) The car's price after an additional 4 years is: \(19568.94 \times 0.96^4 \approx 16620.81\) EUR (or 16600 EUR to 3 significant figures).

Marking scheme

a) M1 for setting up the geometric decay expression, A1 for \(25000 \times 0.96^6\), A1 for 19568.94 EUR (accept 19600 EUR). [3 marks] b) M1 for identifying compound interest variables, A1 for substituting into formula, A1 for 17184.53 EUR (accept 17185 EUR). [3 marks] c) M1 for comparing their values from (a) and (b), A1 for concluding that Option A is insufficient. [2 marks] d) (i) M1 for using TVM solver or annuity formula, A1 for correct inputs (e.g., \(N = 72\), \(I\% = 4.8\), \(FV = 19568.94\)), A1 for calculating \(P\), A1 for 235.37 EUR (accept 235.31 to 235.45 depending on rounding of car value). (ii) M1 for calculating total contributions, M1 for subtracting total contributions from FV, A1 for 2622.16 EUR (accept surrounding answers from rounding). [7 marks] e) M1 for identifying decay over 4 more years, M1 for multiplying their car value by \(0.96^4\), A1 for 16620.81 EUR (or 16600 EUR). [3 marks]

Wondering how well you actually know this?

Thinka is an AI practice app for DSE students — unlimited questions, instant auto-marking, and detailed step-by-step solutions. 100,000+ students use it to confirm they actually know it, not just think they do.

Want more questions like this? Practice unlimited on Thinka — instant answers included.

Start Practising Free