An original Thinka practice paper modelled on the structure and difficulty of the May 2024 SL (TZ2) IB Diploma Programme Mathematics - Applications and Interpretation paper. Not affiliated with or reproduced from IB.
Paper 1
Answer all questions. Answers must be written within the answer boxes provided. Unless otherwise stated, answers should be given correct to three significant figures.
12 PastPaper.question · 80.04 PastPaper.marks
PastPaper.question 1 · Short-response
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A small business owner takes out a loan of $15,000 to purchase new equipment. The loan is to be repaid in equal monthly instalments over a period of 3 years. The nominal annual interest rate is 4.8%, compounded monthly.
(a) Calculate the amount of the monthly payment.
(b) Calculate the total interest paid over the life of the loan.
We find the monthly payment \(PMT = \$447.60\) (correct to 2 decimal places).
(b) The total amount paid over the 3 years is: \(447.603... \times 36 = \$16\,113.71\)
Total interest paid is: \(16\,113.71 - 15\,000 = \$1113.71\) (or $1110 to 3 significant figures).
PastPaper.markingScheme
M1 for setting up the correct parameters in the TVM solver (N=36, I=4.8, PV=-15000). A1 for a monthly payment of $447.60 (accept $448). M1 for multiplying the monthly payment by 36. A1 for finding the total interest paid as $1113.71 (accept $1110).
PastPaper.question 2 · Short-response
6.67 PastPaper.marks
The daily profit, \(P(x)\), in dollars, of a small bakery from selling \(x\) artisan sourdough loaves is modelled by the function \(P(x) = -0.25x^2 + 18x - 120\), for \(x \ge 0\).
(a) Find the minimum number of loaves the bakery must sell daily to avoid making a loss.
(b) Find the maximum daily profit the bakery can make.
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PastPaper.workedSolution
(a) To avoid making a loss, the bakery must break even or make a profit, so we solve \(P(x) \ge 0\).
M1 for setting \(P(x) = 0\) and solving. A1 for finding the root \(x \approx 7.43\). A1 for rounding up to 8 loaves. M1 for finding the x-coordinate of the vertex (x=36). A1 for calculating the maximum profit of $204.
PastPaper.question 3 · Short-response
6.67 PastPaper.marks
A vertical flagpole, \(OP\), of height \(h\) metres stands on horizontal ground. Two points on the ground, \(A\) and \(B\), are such that \(OA = 15\text{ m}\) and \(OB = 22\text{ m}\). The angle of elevation from \(A\) to the top of the pole \(P\) is \(35^\circ\).
(a) Find the height of the flagpole, \(h\).
(b) The bearing of \(A\) from \(O\) is \(040^\circ\) and the bearing of \(B\) from \(O\) is \(130^\circ\). Calculate the distance between \(A\) and \(B\).
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PastPaper.workedSolution
(a) Triangle \(OAP\) is a right-angled triangle with \(\angle AOP = 90^\circ\).
Using basic trigonometry: \(\tan(35^\circ) = \frac{h}{15}\)
\(h = 15 \tan(35^\circ) \approx 10.503\text{ m}\)
So \(h \approx 10.5\text{ m}\).
(b) The angle \(\angle AOB\) is the difference between the bearings: \(\angle AOB = 130^\circ - 40^\circ = 90^\circ\)
Since triangle \(AOB\) is a right-angled triangle at \(O\), we apply Pythagoras' theorem: \(AB = \sqrt{OA^2 + OB^2} = \sqrt{15^2 + 22^2} = \sqrt{225 + 484} = \sqrt{709} \approx 26.627\text{ m}\)
So the distance \(AB \approx 26.6\text{ m}\).
PastPaper.markingScheme
M1 for setting up the tangent ratio: \(\tan(35^\circ) = h/15\). A1 for \(h \approx 10.5\text{ m}\). M1 for finding \(\angle AOB = 90^\circ\). M1 for using Pythagoras' theorem. A1 for \(AB \approx 26.6\text{ m}\).
PastPaper.question 4 · Short-response
6.67 PastPaper.marks
Four fire stations are located at coordinates \(A(2, 8)\), \(B(8, 10)\), \(C(4, 2)\), and \(D(10, 4)\) on a coordinate grid, where 1 unit represents 1 km. An emergency is reported at coordinates \(P(5, 6)\).
(a) Determine which fire station is closest to the emergency at \(P\) by calculating the distances from \(P\) to each of the stations.
(b) Find the equation of the perpendicular bisector of the line segment \(AC\).
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PastPaper.workedSolution
(a) Using the distance formula, \(d = \sqrt{(x_2-x_1)^2 + (y_2-y_1)^2}\):
Since \(PA\) is the shortest distance, Station A is the closest.
(b) To find the perpendicular bisector of \(AC\):
1. Find the midpoint of \(AC\): \(M = \left(\frac{2+4}{2}, \frac{8+2}{2}\right) = (3, 5)\)
2. Find the gradient of \(AC\): \(m = \frac{2-8}{4-2} = -3\)
3. The gradient of the perpendicular bisector is: \(m_{\perp} = -\frac{1}{-3} = \frac{1}{3}\)
4. Use the point-slope form with \(M(3, 5)\): \(y - 5 = \frac{1}{3}(x - 3) \implies y = \frac{1}{3}x + 4\) (or \(x - 3y + 12 = 0\)).
PastPaper.markingScheme
M1 for calculating at least two distances correctly. A1 for identifying Station A as the closest. M1 for finding the midpoint of \(AC\) as \((3, 5)\). M1 for finding the gradient of \(AC\) as \(-3\). M1 for finding the perpendicular gradient as \(1/3\). A1 for the correct equation of the perpendicular bisector.
PastPaper.question 5 · Short-response
6.67 PastPaper.marks
The mass of organic apples in an orchard is normally distributed with a mean of 150 g and a standard deviation of 18 g.
(a) Find the probability that a randomly chosen apple from this orchard has a mass between 140 g and 165 g.
(b) Apples with a mass of less than \(w\) grams are classified as 'small' and are sold for juice. If 15% of the apples are classified as small, find the value of \(w\).
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PastPaper.workedSolution
Let \(X\) represent the mass of an apple, where \(X \sim N(150, 18^2)\).
(a) We seek \(P(140 < X < 165)\).
Using a graphics display calculator (GDC) with standard normal cumulative distribution function (normalcdf): \(P(140 < X < 165) \approx 0.50842\)
Correct to 3 significant figures, the probability is \(0.508\).
(b) We are given that \(P(X < w) = 0.15\).
Using the inverse normal function on a GDC: \(w \approx 131.34\)
Correct to 3 significant figures, \(w = 131\text{ g}\).
PastPaper.markingScheme
M1 for writing the probability statement \(P(140 < X < 165)\). A1 for \(0.508\). M1 for writing the probability statement \(P(X < w) = 0.15\) or showing standardisation step. A1 for finding \(131.34\). A1 for rounding to \(131\).
PastPaper.question 6 · Short-response
6.67 PastPaper.marks
A survey was conducted among 200 high school students to investigate if there is an association between their preferred study environment and their grade level. The results are summarized in the table below:
A chi-squared test of independence is performed at the 5% significance level.
(a) State the null hypothesis for this test.
(b) Find the expected number of Grade 11 students who prefer the library.
(c) Find the \(p\)-value for this test.
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PastPaper.workedSolution
(a) The null hypothesis \(H_0\): Preferred study environment is independent of grade level (or there is no association between preferred study environment and grade level).
(b) Total for Grade 11 row = \(40 + 35 + 25 = 100\). Total for Library column = \(40 + 30 = 70\). Grand total \(N = 200\).
(c) Performing a chi-squared two-way test on a GDC using the given table, we obtain: \(\chi^2 \approx 4.631\) \(p\text{-value} \approx 0.09871\)
Correct to 3 significant figures, the \(p\)-value is \(0.0987\).
PastPaper.markingScheme
R1 for stating a correct null hypothesis mentioning independence or lack of association. M1 for using the formula \(\frac{\text{Row Total} \times \text{Column Total}}{\text{Grand Total}}\). A1 for 35. M1 for setting up the matrix and running the chi-squared test on the GDC. A1 for \(p = 0.0987\).
PastPaper.question 7 · Short-response
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A company manufactures metal cylindrical cans with a volume of \(500\text{ cm}^3\). The surface area, \(A(r)\), of a can in terms of its radius, \(r\text{ cm}\), is given by the function \(A(r) = 2\pi r^2 + \frac{1000}{r}\), for \(r > 0\).
(a) Find \(A'(r)\).
(b) Find the radius, \(r\), that minimizes the surface area of the can.
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PastPaper.workedSolution
(a) We rewrite the expression as: \(A(r) = 2\pi r^2 + 1000r^{-1}\)
Differentiating with respect to \(r\): \(A'(r) = 4\pi r - 1000r^{-2} = 4\pi r - \frac{1000}{r^2}\)
(b) To minimize the surface area, we set \(A'(r) = 0\):
Correct to 3 significant figures, \(r = 4.30\text{ cm}\).
PastPaper.markingScheme
M1 for writing \(1000/r\) as \(1000r^{-1}\) (or using the quotient rule). A1 for \(4\pi r\). A1 for \(-\frac{1000}{r^2}\). M1 for setting their \(A'(r) = 0\). A1 for isolating \(r^3 = 250/\pi\) or equivalent. A1 for \(4.30\text{ cm}\).
PastPaper.question 8 · Short-response
6.67 PastPaper.marks
The velocity, \(v(t)\), in metres per second, of a drone flying in a straight line is modeled by the function \(v(t) = -0.5t^2 + 4t + 2\), for \(0 \le t \le 8\), where \(t\) is the time in seconds.
(a) Find the acceleration of the drone at \(t = 3\) seconds.
(b) Calculate the total distance traveled by the drone from \(t = 0\) to \(t = 6\) seconds.
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PastPaper.workedSolution
(a) The acceleration \(a(t)\) is the derivative of the velocity with respect to time: \(a(t) = v'(t) = -t + 4\)
At \(t = 3\): \(a(3) = -3 + 4 = 1\text{ m s}^{-2}\)
(b) The total distance is given by \(\int_{0}^{6} |v(t)| dt\). Since the velocity function is positive on the interval \([0, 6]\) (the roots of \(v(t) = 0\) are at \(t \approx -0.47\) and \(t \approx 8.47\)), we can evaluate the definite integral directly:
M1 for differentiating \(v(t)\) to find \(a(t)\). A1 for \(1\text{ m s}^{-2}\). M1 for setting up the definite integral for distance: \(\int_{0}^{6} v(t) dt\). M1 for finding the correct antiderivative \(-\frac{1}{6}t^3 + 2t^2 + 2t\). A1 for \(48\text{ m}\).
PastPaper.question 9 · Short-response
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Samantha invests \(5000\) USD in a savings account that pays a nominal annual interest rate of \(4.2\%\) compounded monthly. (a) Find the value of her investment after \(5\) years, giving your answer to two decimal places. (b) Find the minimum number of complete years required for the investment to double in value.
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PastPaper.workedSolution
(a) Using the compound interest formula, \(FV = PV\left(1 + \frac{r}{k}\right)^{kn}\). Here, \(PV = 5000\), \(r = 0.042\), \(k = 12\), and \(n = 5\). Therefore, \(FV = 5000\left(1 + \frac{0.042}{12}\right)^{60} = 5000(1.0035)^{60} \approx 6166.47\) USD. (b) For the investment to double, we need \(FV \ge 10000\). So, \(5000(1.0035)^{12t} \ge 10000\) which simplifies to \(1.0035^{12t} \ge 2\). Taking the natural logarithm of both sides: \(12t \ln(1.0035) \ge \ln(2)\), which gives \(t \ge \frac{\ln(2)}{12 \ln(1.0035)} \approx 16.53\) years. Since we need the minimum number of complete years, we round up to the next integer, which is \(17\) years.
PastPaper.markingScheme
[M1] for substituting correct values into the compound interest formula. [A1] for 6166.47. [M1] for setting up the equation or inequality to double the investment. [M1] for solving for t using logarithms or a GDC. [A1] for t approximately 16.5. [A1] for 17 years.
PastPaper.question 10 · Short-response
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Three toxic waste sites are located at \(A(2, 8)\), \(B(8, 6)\), and \(C(4, 2)\) on a coordinate grid, where units are in kilometers. (a) Find the equation of the perpendicular bisector of the line segment \(AB\). Give your answer in the form \(y = mx + c\). (b) Given that the perpendicular bisector of the line segment \(AC\) is \(y = x - 1\), find the coordinates of the circumcenter of triangle \(ABC\).
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PastPaper.workedSolution
(a) The midpoint of \(AB\) is \(\left(\frac{2+8}{2}, \frac{8+6}{2}\right) = (5, 7)\). The gradient of \(AB\) is \(m = \frac{6-8}{8-2} = -\frac{1}{3}\). The gradient of the perpendicular bisector is the negative reciprocal, which is \(3\). The equation is \(y - 7 = 3(x - 5)\), which simplifies to \(y = 3x - 8\). (b) To find the circumcenter, we find the intersection of the two perpendicular bisectors: \(y = 3x - 8\) and \(y = x - 1\). Equating them: \(3x - 8 = x - 1 \Rightarrow 2x = 7 \Rightarrow x = 3.5\). Substituting \(x = 3.5\) into the second equation: \(y = 3.5 - 1 = 2.5\). Thus, the coordinates are \((3.5, 2.5)\).
PastPaper.markingScheme
[M1] for finding the midpoint (5, 7) and the gradient of AB. [M1] for finding the perpendicular gradient of 3. [A1] for the equation y = 3x - 8. [M1] for setting up the system of linear equations. [M1] for solving for x. [A1] for the correct coordinates (3.5, 2.5).
PastPaper.question 11 · Short-response
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The weights of chocolate bars produced by a factory are normally distributed with a mean of \(150\) grams and a standard deviation of \(4\) grams. (a) Find the probability that a randomly selected chocolate bar weighs more than \(155\) grams. (b) A pack contains \(6\) chocolate bars. Find the probability that at least \(2\) of these chocolate bars weigh more than \(155\) grams.
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PastPaper.workedSolution
(a) Let \(X\) be the weight of a chocolate bar. \(X \sim N(150, 4^2)\). Using a graphic display calculator (GDC), we find \(P(X > 155) \approx 0.10565\). Correct to three significant figures, the probability is \(0.106\). (b) Let \(Y\) be the number of chocolate bars in a pack of \(6\) that weigh more than \(155\) grams. \(Y \sim B(6, 0.10565)\). We want to find \(P(Y \ge 2) = 1 - P(Y \le 1)\). Using a GDC for binomial cumulative distribution, we find \(P(Y \le 1) \approx 0.87373\). Thus, \(P(Y \ge 2) = 1 - 0.87373 = 0.12627\), which is \(0.126\) correct to three significant figures.
PastPaper.markingScheme
[M1] for setting up the normal distribution parameters. [A1] for 0.106. [M1] for identifying the binomial distribution model B(6, 0.10565). [M1] for setting up the calculation 1 - P(Y <= 1). [M1] for finding P(Y <= 1) = 0.874. [A1] for the final probability 0.126.
PastPaper.question 12 · Short-response
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A closed cylindrical can has a volume of \(500\text{ cm}^3\). (a) Show that the surface area of the can, \(A\), is given by \(A = 2\pi r^2 + \frac{1000}{r}\), where \(r\) is the radius of the can in cm. (b) Find the value of \(r\) that minimizes the surface area. (c) Find the minimum surface area of the can.
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PastPaper.workedSolution
(a) The volume of a cylinder is given by \(V = \pi r^2 h = 500\), which gives \(h = \frac{500}{\pi r^2}\). The total surface area of a closed cylinder is \(A = 2\pi r^2 + 2\pi r h\). Substituting the expression for \(h\): \(A = 2\pi r^2 + 2\pi r\left(\frac{500}{\pi r^2}\right) = 2\pi r^2 + \frac{1000}{r}\). (b) To find the minimum surface area, we differentiate \(A\) with respect to \(r\): \(\frac{dA}{dr} = 4\pi r - \frac{1000}{r^2}\). Setting the derivative equal to zero: \(4\pi r - \frac{1000}{r^2} = 0 \Rightarrow 4\pi r^3 = 1000 \Rightarrow r^3 = \frac{250}{\pi}\). Solving for \(r\) gives \(r = \sqrt[3]{\frac{250}{\pi}} \approx 4.30\) cm. (c) Substituting \(r \approx 4.3012\) back into the surface area equation: \(A = 2\pi(4.3012)^2 + \frac{1000}{4.3012} \approx 349\text{ cm}^2\).
PastPaper.markingScheme
[M1] for expressing h in terms of r. [A1] for showing the given formula for A. [M1] for finding the derivative dA/dr. [M1] for setting the derivative to zero. [A1] for r = 4.30 cm. [A1] for 349 cm^2.
Paper 2
Answer all questions in the answer booklet provided. Start each question on a new page. Unless otherwise stated, answers should be given correct to three significant figures.
5 PastPaper.question · 80 PastPaper.marks
PastPaper.question 1 · Extended-response
16 PastPaper.marks
Jessica is looking at two different investment options. Option A: Invest $50,000 in a savings account that pays a nominal annual interest rate of 4.2% compounded monthly. Option B: Invest $50,000 in a business fund where the value of the investment at the end of each year forms a geometric sequence. In the first year, the value is $51,500. In the second year, the value is $53,045. (a) Calculate the value of Option A after 5 years. (b) For Option B: (i) Find the common ratio, \(r\). (ii) Find the value of the investment after 5 years. (c) Jessica decides to choose Option A but plans to withdraw $200 at the end of every month, starting from the end of the first month. (i) Show that the recurrence relation for the amount \(A_n\) in her account after \(n\) months is \(A_n = A_{n-1}(1.0035) - 200\), with \(A_0 = 50000\). (ii) Find the amount remaining in the account after 5 years (60 months). (iii) Calculate the number of months it will take for the account balance to first fall below $40,000.
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PastPaper.workedSolution
(a) Option A has a nominal annual rate of 4.2% compounded monthly, so the monthly rate is \(0.042 / 12 = 0.0035\). The value after 5 years (60 months) is \(50000 \times (1.0035)^{60} \approx 61651.81\). To 3 significant figures, this is $61,700. (b)(i) The common ratio is \(r = \frac{53045}{51500} = 1.03\). (ii) The value after 5 years is \(u_5 = u_1 \times r^4 = 51500 \times (1.03)^4 \approx 57963.70\). To 3 significant figures, this is $58,000. (c)(i) The monthly interest rate is 0.35%, so each month the balance increases by a factor of 1.0035. After withdrawing $200, the new balance is \(A_n = A_{n-1}(1.0035) - 200\), with \(A_0 = 50000\). (ii) Using the recurrence relation or a financial calculator (TVM Solver with \(N=60, I\%=4.2, PV=-50000, PMT=200, P/Y=12, C/Y=12\)), we find \(A_{60} = 50000(1.0035)^{60} - 200 \times \frac{1.0035^{60}-1}{0.0035} \approx 48335.45\). To 3 significant figures, this is $48,300. (iii) Set \(A_n = 40000\). Thus, \(40000 = 50000(1.0035)^n - 200 \times \frac{1.0035^n-1}{0.0035}\). Simplifying this equation: \(40000 = 50000(1.0035)^n - \frac{200}{0.0035}(1.0035^n) + \frac{200}{0.0035}\). Multiplying by 0.0035: \(140 = 175(1.0035)^n - 200(1.0035)^n + 200 \implies -60 = -25(1.0035)^n \implies 1.0035^n = 2.4\). Taking the natural logarithm: \(n = \frac{\ln(2.4)}{\ln(1.0035)} \approx 250.57\). Since we want the balance to first fall below $40,000, we round up to 251 months.
PastPaper.markingScheme
(a) M1 for setting up the compounding formula: \(50000 \times (1 + 0.042/12)^{60}\), A1 for 61651.81, A1 for $61,700. (b)(i) M1 for \(53045 / 51500\), A1 for 1.03. (ii) M1 for \(51500 \times (1.03)^4\), A1 for $58,000. (c)(i) R1 for explaining the factor 1.0035 (from 1 + 0.042/12), R1 for explaining the subtraction of 200. (ii) M1 for substituting \(n=60\) into the formula or setting up TVM solver, A1 for 48335.45, A1 for $48,300. (iii) M1 for setting up the equation \(A_n = 40000\), M1 for simplifying to \(1.0035^n = 2.4\), A1 for \(n \approx 250.57\), A1 for 251 months.
PastPaper.question 2 · Extended-response
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A chemical manufacturer wants to design a closed cylindrical storage tank with a capacity of \(150\text{ m}^3\). The tank consists of a cylinder of radius \(r\) meters and height \(h\) meters. The cost of the material for the top and bottom circular bases is $80 per square meter, while the cost for the curved vertical side is $50 per square meter. (a) Show that the height \(h\) can be expressed as \(h = \frac{150}{\pi r^2}\). (b) Show that the total cost of material for the tank, \(C(r)\) in dollars, is given by \(C(r) = 160\pi r^2 + \frac{15000}{r}\). (c) Find \(C'(r)\). (d) (i) Find the value of \(r\) that minimizes the total cost. (ii) Calculate the minimum total cost, giving your answer to the nearest dollar. (e) The tank is being filled with chemical liquid at a constant rate of \(5\text{ m}^3\text{ minute}^{-1}\). Given that the tank is built with the cost-minimizing radius found in part (d)(i), find the rate of change of the depth of the liquid.
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PastPaper.workedSolution
(a) The volume of a cylinder is \(V = \pi r^2 h\). Setting \(V = 150\), we have \(150 = \pi r^2 h \implies h = \frac{150}{\pi r^2}\). (b) The total cost \(C\) is the cost of the two circular bases plus the cost of the curved side. The area of the two bases is \(2\pi r^2\), and the area of the curved side is \(2\pi r h\). Therefore, \(C(r) = 80(2\pi r^2) + 50(2\pi r h) = 160\pi r^2 + 100\pi r h\). Substituting \(h = \frac{150}{\pi r^2}\) gives \(C(r) = 160\pi r^2 + 100\pi r \left(\frac{150}{\pi r^2}\right) = 160\pi r^2 + \frac{15000}{r}\). (c) Differentiating \(C(r)\) with respect to \(r\): \(C'(r) = 320\pi r - \frac{15000}{r^2}\). (d)(i) Set \(C'(r) = 0 \implies 320\pi r - \frac{15000}{r^2} = 0 \implies 320\pi r^3 = 15000 \implies r^3 = \frac{15000}{320\pi} = \frac{375}{8\pi} \approx 14.9208\). Taking the cube root, \(r \approx 2.4619\text{ m}\). To 3 significant figures, \(r = 2.46\text{ m}\). (ii) The minimum cost is \(C(2.4619) = 160\pi (2.4619)^2 + \frac{15000}{2.4619} \approx 3046.46 + 6092.93 = 9139.39\). To the nearest dollar, this is $9,139. (e) The volume of the liquid in the tank is \(V_{\text{liquid}} = \pi r^2 y\), where \(y\) is the depth of the liquid. Since \(r\) is constant, differentiating both sides with respect to time \(t\) gives \(\frac{dV}{dt} = \pi r^2 \frac{dy}{dt}\). We are given \(\frac{dV}{dt} = 5\). Using \(r \approx 2.4619\), we have \(5 = \pi (2.4619)^2 \frac{dy}{dt} \implies \frac{dy}{dt} = \frac{5}{\pi (2.4619)^2} \approx 0.2626\text{ m min}^{-1}\). To 3 significant figures, the rate of change of depth is \(0.263\text{ m min}^{-1}\).
PastPaper.markingScheme
(a) M1 for \(V = \pi r^2 h\), A1 for rearranging to \(h = \frac{150}{\pi r^2}\). (b) M1 for expressing cost as \(80(2\pi r^2) + 50(2\pi r h)\), M1 for substituting \(h\), A1 for showing the final expression. (c) M1 for power rule on \(r^2\) term, M1 for power rule on \(r^{-1}\) term, A1 for \(320\pi r - \frac{15000}{r^2}\). (d)(i) M1 for setting \(C'(r) = 0\), A1 for \(r^3 \approx 14.92\), A1 for \(r \approx 2.46\text{ m}\). (ii) M1 for substituting \(r\) back into \(C(r)\), A1 for $9,139. (e) M1 for relating rates: \(\frac{dV}{dt} = \pi r^2 \frac{dy}{dt}\), M1 for substituting \(r\) and \(\frac{dV}{dt} = 5\), A1 for \(0.263\text{ m min}^{-1}\).
PastPaper.question 3 · Extended-response
16 PastPaper.marks
An environmental researcher measures the distance, \(x\) km, from a factory and the concentration of a pollutant, \(y\) parts per million (ppm), in the soil. The data from 8 soil samples is given below: Distance \(x\) (km): [1.2, 2.5, 3.1, 4.0, 5.5, 6.2, 7.8, 9.0], Pollutant \(y\) (ppm): [85, 64, 55, 48, 32, 28, 15, 12]. (a) (i) Find the Pearson's product-moment correlation coefficient, \(r\), for this data. (ii) Describe the correlation between distance from the factory and pollutant concentration. (b) (i) Find the equation of the regression line of \(y\) on \(x\). (ii) Use your regression line to estimate the pollutant concentration at a distance of 5.0 km from the factory. (c) It is known that the concentration of this pollutant in a neighbouring region is normally distributed with a mean of 35 ppm and a standard deviation of 8 ppm. Soil samples with a concentration above 45 ppm are classified as "highly contaminated". (i) Find the probability that a randomly selected soil sample from this neighbouring region is "highly contaminated". (ii) Three soil samples are selected at random from this region. Find the probability that at least one of them is "highly contaminated". (iii) Given that a sample is "highly contaminated", find the probability that its pollutant concentration is less than 50 ppm.
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(a)(i) Entering the data into a GDC, the Pearson's product-moment correlation coefficient is \(r \approx -0.979507\). To 3 significant figures, \(r = -0.980\). (ii) The correlation is strong and negative. (b)(i) Using the GDC, the equation of the regression line of \(y\) on \(x\) is \(y = mx + c\), where \(m \approx -9.18174\) and \(c \approx 87.4800\). To 3 significant figures, \(y = -9.18x + 87.5\). (ii) Substituting \(x = 5.0\) into the regression equation: \(y = -9.18174(5.0) + 87.4800 \approx 41.5713\). To 3 significant figures, the estimated concentration is 41.6 ppm. (c)(i) Let \(X\) be the pollutant concentration. \(X \sim N(35, 8^2)\). We want to find \(P(X > 45)\). Using a GDC, \(P(X > 45) \approx 0.10565\). To 3 significant figures, \(P(X > 45) = 0.106\). (ii) Let \(Y\) be the number of highly contaminated soil samples. \(Y \sim B(3, 0.10565)\). We want \(P(Y \ge 1) = 1 - P(Y = 0) = 1 - (1 - 0.10565)^3 \approx 1 - (0.89435)^3 \approx 1 - 0.71536 = 0.28464\). To 3 significant figures, the probability is 0.285. (iii) We want \(P(X < 50 | X > 45) = \frac{P(45 < X < 50)}{P(X > 45)}\). Using GDC, \(P(45 < X < 50) \approx 0.075254\). Thus, the conditional probability is \(\frac{0.075254}{0.10565} \approx 0.71229\). To 3 significant figures, the probability is 0.712.
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(a)(i) A2 for -0.980 (Award A1 for -0.98). (ii) A1 for "strong", A1 for "negative". (b)(i) A1 for gradient -9.18, A1 for y-intercept 87.5. (ii) M1 for substituting x = 5.0 into their equation, A1 for 41.6. (c)(i) M1 for setting up normal distribution parameters, A2 for 0.106. (ii) M1 for setting up binomial distribution or finding 1 - (1-p)^3, A1 for substituting their p, A1 for 0.285. (iii) M1 for using conditional probability formula, A1 for 0.712.
PastPaper.question 4 · Extended-response
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Four ranger stations in a national park are located at points \(A(2, 9)\), \(B(8, 11)\), \(C(10, 3)\), and \(D(4, 1)\), where the coordinates represent kilometers. (a) Calculate the distance between stations \(A\) and \(B\). (b) Find the equation of the perpendicular bisector of the line segment \(AB\). (c) The equation of the perpendicular bisector of the line segment \(BC\) is \(y = x - 2\). (i) Find the coordinates of the intersection point, \(P\), of these two perpendicular bisectors. (ii) Explain why this point \(P\) is equidistant from stations \(A\), \(B\), and \(C\). (d) A new patrol tower, \(T\), is to be constructed at point \(P\). (i) Calculate the distance from \(T\) to station \(B\). (ii) Hence, write down the equation of the circle that passes through \(A\), \(B\), and \(C\). (e) Determine whether the new patrol tower at \(T\) is closer to station \(D\) than it is to station \(B\). Show your working clearly.
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(a) Distance \(d(A, B) = \sqrt{(8-2)^2 + (11-9)^2} = \sqrt{6^2 + 2^2} = \sqrt{40} \approx 6.3245\text{ km}\). To 3 significant figures, the distance is 6.32 km. (b) Midpoint of \(AB = \left(\frac{2+8}{2}, \frac{9+11}{2}\right) = (5, 10)\). The gradient of \(AB\) is \(m = \frac{11-9}{8-2} = \frac{2}{6} = \frac{1}{3}\). The gradient of the perpendicular bisector is \(-\frac{1}{m} = -3\). The equation is \(y - 10 = -3(x - 5) \implies y = -3x + 25\). (c)(i) Solve the system: \(y = -3x + 25\) and \(y = x - 2\). We get \(-3x + 25 = x - 2 \implies 4x = 27 \implies x = 6.75\). Substituting \(x\): \(y = 6.75 - 2 = 4.75\). So the coordinates of \(P\) are \((6.75, 4.75)\). (ii) Any point on the perpendicular bisector of \(AB\) is equidistant from \(A\) and \(B\). Any point on the perpendicular bisector of \(BC\) is equidistant from \(B\) and \(C\). Since \(P\) lies on both, it must be equidistant from \(A\), \(B\), and \(C\). (d)(i) Distance from \(T(6.75, 4.75)\) to \(B(8, 11)\) is \(d(T, B) = \sqrt{(8-6.75)^2 + (11-4.75)^2} = \sqrt{1.25^2 + 6.25^2} = \sqrt{40.625} \approx 6.3738\text{ km}\). To 3 significant figures, this is 6.37 km. (ii) The circle centered at \(P(6.75, 4.75)\) passing through \(A, B, C\) has radius squared \(R^2 = 40.625\). Its equation is \((x - 6.75)^2 + (y - 4.75)^2 = 40.625\). (e) Distance from \(T(6.75, 4.75)\) to \(D(4, 1)\) is \(d(T, D) = \sqrt{(4-6.75)^2 + (1-4.75)^2} = \sqrt{(-2.75)^2 + (-3.75)^2} = \sqrt{21.625} \approx 4.6503\text{ km}\). Since \(4.65\text{ km} < 6.37\text{ km}\), the new patrol tower at \(T\) is closer to station \(D\) than it is to station \(B\).
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(a) M1 for using distance formula, A1 for 6.32. (b) M1 for finding the midpoint (5, 10), M1 for finding perpendicular gradient -3, A1 for \(y = -3x + 25\). (c)(i) M1 for setting equations equal, A1 for x = 6.75, A1 for y = 4.75. (ii) R1 for stating that P lies on both perpendicular bisectors. (d)(i) M1 for distance formula, A1 for 6.37. (ii) M1 for using circle formula, A1 for \((x-6.75)^2 + (y-4.75)^2 = 40.6\). (e) M1 for calculating distance from T to D, A1 for finding \(d(T, D) \approx 4.65\text{ km}\), R1 for explicit comparison and correct conclusion.
PastPaper.question 5 · Extended-response
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The temperature \(T\) (in \(^\circ\text{C}\)) in a greenhouse over a 24-hour period can be modelled by the function \(T(t) = a \cos(b(t - c)) + d\), where \(t\) is the time in hours after midnight, \(0 \le t \le 24\). The maximum temperature is \(28^\circ\text{C}\) and occurs at 14:00. The minimum temperature is \(12^\circ\text{C}\) and occurs at 02:00. (a) (i) Show that \(a = 8\). (ii) Find the value of \(d\). (iii) Find the value of \(b\), giving your answer in terms of \(\pi\). (iv) Write down a suitable value for \(c\) based on the maximum temperature. (b) Using the values from part (a), write down the complete expression for \(T(t)\). (c) (i) Find the temperature in the greenhouse at 08:00. (ii) Find the values of \(t\) during the 24-hour period when the temperature is exactly \(24^\circ\text{C}\). (d) (i) Find \(T'(t)\), the rate of change of temperature with respect to time. (ii) Find the rate of change of temperature at 10:00, and interpret what this value represents in the context of the greenhouse.
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(a)(i) The amplitude \(a\) is half the difference between maximum and minimum temperatures: \(a = \frac{28 - 12}{2} = 8\). (ii) The vertical shift \(d\) is the average of the maximum and minimum temperatures: \(d = \frac{28 + 12}{2} = 20\). (iii) The period is 24 hours. Therefore, \(b = \frac{2\pi}{24} = \frac{\pi}{12}\). (iv) A cosine curve with \(a > 0\) has its maximum when the cosine argument is zero. Since the maximum occurs at \(t = 14\), we set \(c = 14\). (b) Combining these: \(T(t) = 8 \cos\left(\frac{\pi}{12}(t - 14)\right) + 20\). (c)(i) At 08:00, \(t = 8\). Substituting: \(T(8) = 8 \cos\left(\frac{\pi}{12}(8 - 14)\right) + 20 = 8 \cos(-\pi/2) + 20 = 20^\circ\text{C}\). (ii) Solve \(8 \cos\left(\frac{\pi}{12}(t - 14)\right) + 20 = 24 \implies \cos\left(\frac{\pi}{12}(t - 14)\right) = 0.5\). The solutions in the interval \(0 \le t \le 24\) are given by: \(\frac{\pi}{12}(t - 14) = -\frac{\pi}{3} \implies t = 10\), and \(\frac{\pi}{12}(t - 14) = \frac{\pi}{3} \implies t = 18\). So the temperatures are exactly \(24^\circ\text{C}\) at \(t = 10\) and \(t = 18\). (d)(i) Differentiating \(T(t)\) using the chain rule: \(T'(t) = -8 \sin\left(\frac{\pi}{12}(t - 14)\right) \times \frac{\pi}{12} = -\frac{2\pi}{3} \sin\left(\frac{\pi}{12}(t - 14)\right)\). (ii) At 10:00, \(t = 10\). Substituting: \(T'(10) = -\frac{2\pi}{3} \sin\left(\frac{\pi}{12}(10 - 14)\right) = -\frac{2\pi}{3} \sin(-\pi/3) = \frac{\pi\sqrt{3}}{3} \approx 1.8138\). To 3 significant figures, \(T'(10) \approx 1.81^\circ\text{C}\text{ hour}^{-1}\). This means that at 10:00, the temperature in the greenhouse is increasing at a rate of \(1.81^\circ\text{C}\) per hour.
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(a)(i) M1 for \(\frac{28 - 12}{2}\), A1 for showing it equals 8. (ii) A1 for 20. (iii) M1 for \(\frac{2\pi}{24}\), A1 for \(\frac{\pi}{12}\). (iv) A1 for 14. (b) A1 for writing the correct formula. (c)(i) M1 for substituting \(t = 8\), A1 for 20. (ii) M1 for setting equation equal to 24, A1 for \(t = 10\), A1 for \(t = 18\). (d)(i) M1 for using chain rule, A1 for \(-\frac{2\pi}{3} \sin\left(\frac{\pi}{12}(t - 14)\right)\). (ii) A1 for 1.81, R1 for explaining that the temperature is increasing at this rate at 10:00.