An original Thinka practice paper modelled on the structure and difficulty of the May 2023 HL (TZ1) IB Diploma Programme Mathematics - Applications and Interpretation paper. Not affiliated with or reproduced from IB.
Paper 1
Answer all questions in the boxes provided. GDC required.
16 PastPaper.question · 103.52 PastPaper.marks
PastPaper.question 1 · Short-response
6.47 PastPaper.marks
A right pyramid has a square base \(ABCD\) with side length \(12\text{ cm}\) and a vertical height of \(10\text{ cm}\). The vertex of the pyramid is \(V\) and the center of the base is \(O\). (a) Find the length of the diagonal \(AC\) of the base. (b) Find the angle, in degrees, that the edge \(VA\) makes with the base \(ABCD\).
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PastPaper.workedSolution
(a) Using Pythagoras' theorem on the square base: \(AC = \sqrt{12^2 + 12^2} = \sqrt{288} \approx 16.97 \approx 17.0\text{ cm}\). (b) Let \(O\) be the center of the base. The distance from the vertex \(A\) to the center \(O\) is \(AO = \frac{1}{2} AC = \frac{\sqrt{288}}{2} \approx 8.485\text{ cm}\). The angle \(\theta\) that \(VA\) makes with the base is given by \(\tan\theta = \frac{VO}{AO} = \frac{10}{8.485}\). Thus, \(\theta = \arctan(1.1785) \approx 49.7^\circ\).
PastPaper.markingScheme
[M1] for applying Pythagoras to find AC. [A1] for \(17.0\text{ cm}\). [M1] for finding AO. [M1] for setting up trig ratio \(\tan\theta = \frac{VO}{AO}\). [A1] for \(49.7^\circ\).
PastPaper.question 2 · Short-response
6.47 PastPaper.marks
Three radio towers are located at coordinates \(A(2, 8)\), \(B(8, 10)\), and \(C(6, 2)\) on a grid where unit distances are in kilometers. (a) Find the coordinates of the midpoint of \(AB\). (b) Find the equation of the perpendicular bisector of the line segment \(AB\), giving your answer in the form \(y = mx + c\).
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PastPaper.workedSolution
(a) Midpoint of \(AB\) is \(M = \left(\frac{2+8}{2}, \frac{8+10}{2}\right) = (5, 9)\). (b) Gradient of \(AB\) is \(m = \frac{10-8}{8-2} = \frac{2}{6} = \frac{1}{3}\). The gradient of the perpendicular line is \(m_{\perp} = -3\). Using the point-slope formula with midpoint \((5, 9)\): \(y - 9 = -3(x - 5) \implies y = -3x + 15 + 9 \implies y = -3x + 24\).
PastPaper.markingScheme
[M1] for calculating midpoint coordinates. [A1] for \((5, 9)\). [M1] for calculating gradient of AB. [M1] for finding perpendicular gradient. [A1] for \(y = -3x + 24\).
PastPaper.question 3 · Short-response
6.47 PastPaper.marks
The wingspan of a certain species of bird is normally distributed with a mean of \(32\text{ cm}\) and a standard deviation of \(4.5\text{ cm}\). (a) Find the probability that a randomly chosen bird of this species has a wingspan greater than \(35\text{ cm}\). (b) Given that \(15\%\) of these birds have a wingspan less than \(w\text{ cm}\), find the value of \(w\).
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PastPaper.workedSolution
(a) Let \(X\) be the wingspan, \(X \sim N(32, 4.5^2)\). Using a GDC, \(P(X > 35) \approx 0.25249 \approx 0.252\). (b) We want to find \(w\) such that \(P(X < w) = 0.15\). Using the inverse normal function on a GDC: \(w \approx 27.336 \approx 27.3\text{ cm}\).
PastPaper.markingScheme
[M1] for setting up the normal probability \(P(X > 35)\). [A1] for \(0.252\). [M1] for using the inverse normal distribution. [A1] for \(27.3\).
PastPaper.question 4 · Short-response
6.47 PastPaper.marks
A school researcher conducts a chi-squared test for independence to investigate if there is an association between students' preferred study times (Morning, Afternoon, Evening) and their major field of study (Science, Humanities). A random sample of 200 students is surveyed, and the data is summarized below. Science majors: Morning (35), Afternoon (45), Evening (20). Humanities majors: Morning (20), Afternoon (40), Evening (40). (a) Calculate the expected number of Humanities majors who prefer studying in the Evening. (b) Find the \(p\)-value for this test. (c) State, with a reason, whether the null hypothesis should be rejected at the \(5\%\) significance level.
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PastPaper.workedSolution
(a) Total number of Science majors is \(35+45+20 = 100\). Total number of Humanities majors is \(20+40+40 = 100\). Total who prefer Evening is \(20+40 = 60\). Grand total is 200. Expected frequency for Humanities and Evening is \(\frac{100 \times 60}{200} = 30\). (b) Performing a \(\chi^2\) test of independence on a GDC with a \(2 \times 3\) matrix gives \(\chi^2 \approx 11.054\) and a \(p\)-value \(\approx 0.003977 \approx 0.00398\). (c) Since the \(p\)-value (\(0.00398\)) is less than the significance level (\(0.05\)), we reject the null hypothesis.
PastPaper.markingScheme
[M1] for calculating expected frequency formula. [A1] for \(30\). [M1] for entering data in GDC. [A1] for \(0.00398\). [R1] for comparing \(p\)-value to \(0.05\). [A1] for concluding to reject \(H_0\).
PastPaper.question 5 · Short-response
6.47 PastPaper.marks
Consider the two curves defined by \(y = 3x^2\) and \(y = 12x - 3x^2\). (a) Find the \(x\)-coordinates of the points of intersection of the two curves. (b) Find the area of the region enclosed between the two curves.
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PastPaper.workedSolution
(a) Set the equations equal to find intersection points: \(3x^2 = 12x - 3x^2 \implies 6x^2 - 12x = 0 \implies 6x(x - 2) = 0\). Thus, \(x = 0\) and \(x = 2\). (b) The area is given by the integral \(\int_{0}^{2} ((12x - 3x^2) - 3x^2) dx = \int_{0}^{2} (12x - 6x^2) dx\). Integrating gives \([6x^2 - 2x^3]_{0}^{2} = (6(2)^2 - 2(2)^3) - 0 = (24 - 16) = 8\).
PastPaper.markingScheme
[M1] for setting equations equal. [A1] for \(x = 0\) and \(x = 2\). [M1] for setting up the correct definite integral. [M1] for correct integration. [A1] for area of \(8\).
PastPaper.question 6 · Short-response
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A farmer wants to construct a rectangular vegetable garden against a long straight stone wall, so that only three sides of the garden require fencing. The total length of the fencing available is \(80\text{ meters}\). Let \(x\) be the length of the two sides perpendicular to the wall. (a) Show that the area of the garden can be expressed as \(A = 80x - 2x^2\). (b) Use calculus to find the value of \(x\) that maximizes the area of the garden. (c) Determine the maximum possible area of the garden.
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PastPaper.workedSolution
(a) If the side perpendicular to the wall has length \(x\), the side parallel to the wall has length \(80 - 2x\). The area \(A\) is length times width: \(A = x(80 - 2x) = 80x - 2x^2\). (b) To maximize the area, find the derivative and set it to zero: \(\frac{dA}{dx} = 80 - 4x = 0 \implies 4x = 80 \implies x = 20\text{ m}\). (c) The maximum area is \(A(20) = 80(20) - 2(20)^2 = 1600 - 800 = 800\text{ m}^2\).
PastPaper.markingScheme
[M1] for establishing the side parallel to the wall is \(80 - 2x\). [A1] for showing \(A = 80x - 2x^2\). [M1] for finding derivative \(\frac{dA}{dx} = 80 - 4x\). [A1] for \(x = 20\). [A1] for \(800\text{ m}^2\).
PastPaper.question 7 · Short-response
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The population of a bacteria colony, \(P\), is modeled by the function \(P(t) = P_0 e^{kt}\), where \(t\) is the time in hours since the start of the observation. Initially, there are \(500\text{ bacteria}\). After \(3\text{ hours}\), the population has grown to \(1200\text{ bacteria}\). (a) Write down the value of \(P_0\). (b) Find the value of \(k\). (c) Use this model to estimate the population of the colony after \(8\text{ hours}\, rounding your answer to the nearest hundred.
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PastPaper.workedSolution
(a) Initially, at \(t = 0\), \(P(0) = P_0 e^0 = P_0 = 500\). (b) When \(t = 3\), \(P(3) = 1200 \implies 500 e^{3k} = 1200 \implies e^{3k} = 2.4 \implies 3k = \ln(2.4) \approx 0.875468 \implies k \approx 0.29182 \approx 0.292\). (c) When \(t = 8\), \(P(8) = 500 e^{8 \times 0.29182} \approx 5162.75\). To the nearest hundred, this is \(5200\).
PastPaper.markingScheme
[A1] for \(P_0 = 500\). [M1] for setting up equation \(500 e^{3k} = 1200\). [A1] for \(k \approx 0.292\). [M1] for substituting \(t = 8\) into the formula. [A1] for \(5200\) (rounded to the nearest hundred).
PastPaper.question 8 · Short-response
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Sarah invests \(\$4000\) in an investment account that pays a nominal annual interest rate of \(3.5\%\), compounded monthly. (a) Calculate the total amount of money in the account after \(5\text{ years}\), giving your answer to the nearest dollar. (b) Find the minimum number of complete years it will take for her initial investment to double in value.
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PastPaper.workedSolution
(a) Using the compound interest formula: \(A = P\left(1 + \frac{r}{100k}\right)^{kn}\), where \(P = 4000\), \(r = 3.5\), \(k = 12\), and \(n = 5\). \(A = 4000\left(1 + \frac{3.5}{1200}\right)^{60} \approx 4763.76\). To the nearest dollar, the amount is \(\$4764\). (b) To double the investment, we need \(A = 8000\). So \(4000\left(1 + \frac{3.5}{1200}\right)^{12n} = 8000 \implies \left(1 + \frac{3.5}{1200}\right)^{12n} = 2\). Using GDC or logarithms: \(12n = \frac{\ln(2)}{\ln(1 + 3.5/1200)} \approx 238.01\text{ months}\). Thus, \(n \approx 19.83\text{ years}\). The minimum number of complete years for the money to double is \(20\text{ years}\).
PastPaper.markingScheme
[M1] for substituting correct values into the compound interest formula. [A1] for \(\$4764\). [M1] for setting up the inequality or equation for doubling. [M1] for solving for \(n\). [A1] for \(20\).
PastPaper.question 9 · Short-response
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A right pyramid has a rectangular base \(ABCD\) where \(AB = 8\text{ cm}\) and \(BC = 6\text{ cm}\). The vertex \(V\) is situated directly above the center of the base, \(O\). The height of the pyramid, \(VO\), is \(12\text{ cm}\).
(a) Find the length of the diagonal \(AC\).
(b) Find the size of the angle between the edge \(VA\) and the base \(ABCD\).
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PastPaper.workedSolution
(a) Since \(ABCD\) is a rectangle with \(AB = 8\text{ cm}\) and \(BC = 6\text{ cm}\), we can find the diagonal \(AC\) using Pythagoras' Theorem: \(AC = \sqrt{AB^2 + BC^2} = \sqrt{8^2 + 6^2} = \sqrt{64 + 36} = \sqrt{100} = 10\text{ cm}\).
(b) The center of the base \(O\) is the midpoint of the diagonal \(AC\). Therefore, \(AO = \frac{AC}{2} = \frac{10}{2} = 5\text{ cm}\). Consider the right-angled triangle \(VOA\), where \(VO\) is the vertical height of \(12\text{ cm}\) and \(AO\) is \(5\text{ cm}\). The angle between the edge \(VA\) and the base is the angle \(\angle VAO\). \(\tan(\angle VAO) = \frac{VO}{AO} = \frac{12}{5} = 2.4\) \(\angle VAO = \arctan(2.4) \approx 67.3801^\circ\). To 3 significant figures, the angle is \(67.4^\circ\) (or \(1.18\text{ radians}\)).
PastPaper.markingScheme
(a) [M1] for attempting to use Pythagoras' Theorem to find \(AC\). [A1] for \(AC = 10\text{ cm}\).
(b) [M1] for finding \(AO = 5\text{ cm}\). [M1] for setting up a correct trigonometric ratio (e.g. \(\tan\theta = \frac{12}{5}\)). [A1] for correct angle: \(67.4^\circ\) (accept \(67.38^\circ\) or \(1.18\text{ rad}\)).
PastPaper.question 10 · Short-response
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A Ferris wheel has a diameter of \(60\text{ m}\) and completes one full revolution at a constant speed every \(12\text{ minutes}\). The lowest point of the wheel is \(5\text{ m}\) above the ground. A rider boards the wheel at its lowest point at time \(t = 0\), where \(t\) is measured in minutes.
(a) Write down a cosine model for the height \(h(t)\) of the rider above the ground in the form \(h(t) = -a\cos(bt) + d\), where \(a\), \(b\), and \(d\) are constants.
(b) Calculate the height of the rider after \(5\text{ minutes}\).
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PastPaper.workedSolution
(a) The diameter of the wheel is \(60\text{ m}\), so the radius is \(r = 30\text{ m}\). This gives the amplitude \(a = 30\). The lowest point is \(5\text{ m}\) and the highest point is \(5 + 60 = 65\text{ m}\). The vertical shift (midline) is \(d = \frac{65 + 5}{2} = 35\text{ m}\). The period is \(12\text{ minutes}\), so \(b = \frac{2\pi}{\text{Period}} = \frac{2\pi}{12} = \frac{\pi}{6}\). Thus, the model is \(h(t) = -30\cos\left(\frac{\pi}{6}t\right) + 35\).
(b) Substitute \(t = 5\) into the model: \(h(5) = -30\cos\left(\frac{5\pi}{6}\right) + 35\) Using a GDC (set in radians mode): \(h(5) = -30\left(-\frac{\sqrt{3}}{2}\right) + 35 = 15\sqrt{3} + 35 \approx 60.9807\text{ m}\). To 3 significant figures, the height is \(61.0\text{ m}\).
PastPaper.markingScheme
(a) [A1] for \(a = 30\). [M1] for attempting to find \(b\) using \(\frac{2\pi}{12}\). [A1] for \(b = \frac{\pi}{6}\) (or \(0.524\)). [A1] for \(d = 35\).
(b) [M1] for substituting \(t = 5\) into their model. [A1] for \(61.0\text{ m}\) (accept answers rounding to \(61\) or \(61.0\)).
PastPaper.question 11 · Short-response
6.47 PastPaper.marks
Three medical clinics are located at \(A(1, 2)\), \(B(5, 8)\), and \(C(9, 2)\) on a grid system. A Voronoi diagram is constructed to partition the region into clinic catchment zones.
(a) Find the equation of the perpendicular bisector of the line segment \(AB\), expressing your answer in the form \(y = mx + c\).
(b) Find the coordinates of the vertex where the boundaries of the three catchment zones meet (the circumcenter of triangle \(ABC\)).
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PastPaper.workedSolution
(a) Find the midpoint of \(AB\): \(M_{AB} = \left(\frac{1+5}{2}, \frac{2+8}{2}\right) = (3, 5)\). Find the gradient of \(AB\): \(m_{AB} = \frac{8 - 2}{5 - 1} = \frac{6}{4} = 1.5\). The gradient of the perpendicular bisector is \(m = -\frac{1}{1.5} = -\frac{2}{3}\). Using the point-slope formula with \((3, 5)\): \(y - 5 = -\frac{2}{3}(x - 3) \Rightarrow y - 5 = -\frac{2}{3}x + 2 \Rightarrow y = -\frac{2}{3}x + 7\).
(b) To find the circumcenter, we can find the intersection of the perpendicular bisector of \(AB\) with another perpendicular bisector, for example, the perpendicular bisector of \(AC\). Since \(A(1, 2)\) and \(C(9, 2)\) lie on the horizontal line \(y = 2\), the perpendicular bisector of \(AC\) is a vertical line passing through their midpoint. Midpoint of \(AC = \left(\frac{1+9}{2}, 2\right) = (5, 2)\). So the perpendicular bisector of \(AC\) is the vertical line \(x = 5\). Substitute \(x = 5\) into the equation of the perpendicular bisector of \(AB\): \(y = -\frac{2}{3}(5) + 7 = -\frac{10}{3} + \frac{21}{3} = \frac{11}{3} \approx 3.67\). Thus, the coordinates of the vertex are \((5, 3.67)\) (or \((5, \frac{11}{3})\)).
PastPaper.markingScheme
(a) [M1] for finding the midpoint \((3, 5)\) of \(AB\). [M1] for finding the gradient of \(AB\) and taking the negative reciprocal to find the perpendicular gradient \(-\frac{2}{3}\). [A1] for the equation \(y = -\frac{2}{3}x + 7\) (or equivalent).
(b) [M1] for identifying the perpendicular bisector of \(AC\) as \(x = 5\) (or constructing the perpendicular bisector of \(BC\) as \(y = \frac{2}{3}x + 0.333\)). [M1] for equating the two lines to find the intersection. [A1] for the coordinates \((5, 3.67)\) or \((5, \frac{11}{3})\).
PastPaper.question 12 · Short-response
6.47 PastPaper.marks
A survey was conducted to investigate whether the preference for a hot drink (Coffee, Tea, or Hot Chocolate) is independent of gender. A random sample of \(200\) participants produced the following contingency table:
A chi-squared test for independence is conducted at a \(5\%\) significance level.
(a) State the null hypothesis, \(H_0\), for this test.
(b) Write down the expected frequency of Males who prefer Coffee.
(c) Find the \(p\)-value for this test.
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PastPaper.workedSolution
(a) The null hypothesis \(H_0\) states that the two categorical variables are independent. \(H_0\): Preference for a hot drink is independent of gender.
(b) To find the expected frequency, we use: \(E = \frac{\text{Row Total} \times \text{Column Total}}{\text{Grand Total}}\).
Row total for Males: \(45 + 30 + 15 = 90\). Column total for Coffee: \(45 + 35 = 80\). Grand total: \(200\).
\(E = \frac{90 \times 80}{200} = 36\).
(c) Using a GDC, input the \(2 \times 3\) matrix of observed frequencies and run a \(\chi^2\) two-way test: Matrix: \(\begin{pmatrix} 45 & 30 & 15 \\ 35 & 45 & 30 \\ \end{pmatrix}\)
The GDC output gives: \(\chi^2 \approx 7.3232\) with degrees of freedom \(df = (2-1)(3-1) = 2\). \(p\)-value \(\approx 0.0257\) (or \(2.57\%\)).
PastPaper.markingScheme
(a) [A1] for stating the null hypothesis clearly, mentioning independence and both variables (drink preference and gender).
(b) [M1] for calculating Row, Column and Grand totals (e.g. \(90\) and \(80\)). [A1] for \(36\).
(c) [M1] for entering correct observed frequencies into a matrix on GDC. [A1] for \(p \approx 0.0257\) (accept \(0.026\) or \(0.02569\)).
PastPaper.question 13 · Short-response
6.47 PastPaper.marks
The weights of pears harvested in an orchard are normally distributed with a mean of \(150\text{ grams}\) and a standard deviation of \(15\text{ grams}\).
(a) Find the probability that a randomly chosen pear weighs more than \(165\text{ grams}\).
(b) Pears are classified as \(\text{"Premium"}\) if their weight is in the top \(10\%\) of the harvest. Find the minimum weight required for a pear to be classified as Premium.
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PastPaper.workedSolution
Let \(X\) be the weight of a pear, so \(X \sim N(150, 15^2)\).
(a) We need to find \(P(X > 165)\). Using a GDC (Normal Cumulative Distribution): \(P(X > 165) \approx 0.158655\). To 3 significant figures, \(P(X > 165) = 0.159\).
(b) We want to find the value \(w\) such that \(P(X > w) = 0.10\), which is equivalent to \(P(X \le w) = 0.90\). Using a GDC (Inverse Normal Distribution) with area \(0.90\), mean \(150\), and standard deviation \(15\): \(w \approx 169.224\text{ grams}\). To the nearest gram, the minimum weight is \(169\text{ grams}\) (or \(169\text{ grams}\) to 3 significant figures).
PastPaper.markingScheme
(a) [M1] for setting up the normal distribution calculation, e.g., writing \(P(X > 165)\) or using the standard Z-value \(Z = \frac{165-150}{15} = 1\). [A1] for \(0.159\) (accept \(0.1587\)).
(b) [M1] for setting up the equation \(P(X > w) = 0.10\) or \(P(X \le w) = 0.90\). [M1] for applying inverse normal on GDC. [A1] for \(169\text{ g}\) (accept \(169.2\) or \(169.22\)).
PastPaper.question 14 · Short-response
6.47 PastPaper.marks
A manufacturing company designs a closed cylindrical aluminum can with a fixed volume of \(V = 500\text{ cm}^3\).
(a) Show that the total surface area, \(A\text{ cm}^2\), of the can is given by \(A(r) = 2\pi r^2 + \frac{1000}{r}\), where \(r\) is the radius of the can in centimeters.
(b) Find the value of \(r\) that minimizes the total surface area of the can.
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PastPaper.workedSolution
(a) The volume of a cylinder is given by \(V = \pi r^2 h\). Since \(V = 500\), we have: \(\pi r^2 h = 500 \Rightarrow h = \frac{500}{\pi r^2}\).
The total surface area of a closed cylinder is given by: \(A = 2\pi r^2 + 2\pi r h\).
Substitute the expression for \(h\) into the surface area formula: \(A = 2\pi r^2 + 2\pi r \left(\frac{500}{\pi r^2}\right)\).
Simplify the second term: \(A = 2\pi r^2 + \frac{1000}{r}\) (as required).
(b) To minimize the surface area, find the derivative \(A'(r)\) and set it to \(0\): \(A'(r) = 4\pi r - \frac{1000}{r^2}\).
Set \(A'(r) = 0\): \(4\pi r - \frac{1000}{r^2} = 0 \Rightarrow 4\pi r^3 = 1000 \Rightarrow r^3 = \frac{250}{\pi}\).
Using a GDC: \(r = \sqrt[3]{\frac{250}{\pi}} \approx 4.30127\text{ cm}\).
To 3 significant figures, the optimal radius is \(4.30\text{ cm}\).
PastPaper.markingScheme
(a) [M1] for using the volume formula to express \(h\) in terms of \(r\). [M1] for substituting the expression for \(h\) into the total surface area formula. [A1] for clear algebraic steps leading to \(A(r) = 2\pi r^2 + \frac{1000}{r}\).
(b) [M1] for differentiating \(A(r)\) to find \(A'(r) = 4\pi r - 1000 r^{-2}\). [M1] for setting \(A'(r) = 0\) (or using GDC solver/graphical minimum). [A1] for \(r \approx 4.30\text{ cm}\) (accept \(4.301\)).
PastPaper.question 15 · Short-response
6.47 PastPaper.marks
The rate of water flow into a rainwater storage tank, \(R(t)\) in liters per minute, is measured at \(2\)-minute intervals over an \(8\)-minute period as shown in the table below:
(a) Use the trapezoidal rule to estimate the total volume of water, in liters, that flowed into the tank during this \(8\)-minute period.
(b) Given that the function \(R(t)\) is concave down for \(0 \le t \le 8\), explain whether the value calculated in part (a) is an overestimate or an underestimate.
(b) Since the actual rate function \(R(t)\) is concave down, any straight-line chord connecting two points on the curve lies entirely below the curve itself. Therefore, the area of each trapezoid is smaller than the actual area under the curve, making the trapezoidal rule approximation an underestimate.
PastPaper.markingScheme
(a) [M1] for identifying the interval width \(h = 2\). [M1] for substituting values correctly into the trapezoidal rule formula. [A1] for \(114\text{ liters}\).
(b) [R1] for stating "underestimate". [R1] for a valid geometric explanation mentioning that the chords/trapezoid tops lie below a concave down curve.
PastPaper.question 16 · Short-response
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The temperature, \(T\text{ }({}^\circ\text{C})\), of a cup of hot coffee \(t\) minutes after being poured is modeled by the function \(T(t) = 22 + A e^{-kt}\), where \(t \ge 0\) and \(A\), \(k\) are positive constants.
The initial temperature of the coffee is \(85^\circ\text{C}\).
(a) Write down the value of \(A\).
(b) After \(5\text{ minutes}\), the temperature of the coffee is \(60^\circ\text{C}\). Find the value of \(k\).
(c) Find the temperature of the coffee after \(15\text{ minutes}\).
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PastPaper.workedSolution
(a) At \(t = 0\), the temperature is \(85^\circ\text{C}\). \(T(0) = 22 + A e^0 = 22 + A = 85\) \(A = 85 - 22 = 63\).
(b) At \(t = 5\), the temperature is \(60^\circ\text{C}\). \(60 = 22 + 63 e^{-5k}\) \(38 = 63 e^{-5k}\) \(e^{-5k} = \frac{38}{63}\) \(-5k = \ln\left(\frac{38}{63}\right)\) \(k = -\frac{1}{5}\ln\left(\frac{38}{63}\right) \approx 0.10110\). To 3 significant figures, \(k \approx 0.101\).
(c) Substitute \(t = 15\) into the model: \(T(15) = 22 + 63 e^{-15(0.10110)}\) Using GDC: \(T(15) = 22 + 63 (0.21935) \approx 35.819^\circ\text{C}\). To 3 significant figures, the temperature is \(35.8^\circ\text{C}\).
PastPaper.markingScheme
(a) [A1] for \(A = 63\).
(b) [M1] for setting up the equation \(60 = 22 + 63e^{-5k}\). [M1] for taking logarithms or using GDC solver. [A1] for \(k \approx 0.101\).
(c) [M1] for substituting \(t = 15\) and their \(k\) into the model. [A1] for \(35.8^\circ\text{C}\) (accept \(35.8\)).
Paper 2
Answer all questions in the answer booklet. GDC required.
A city is planning to build three recycling centers at coordinates \(A(2, 8)\), \(B(8, 10)\), and \(C(6, 2)\), where all distances are in kilometers.
(a) Find the equation of the perpendicular bisector of \(AB\). [3]
(b) Find the equation of the perpendicular bisector of \(BC\). [3]
(c) Find the coordinates of the circumcenter \(V\) of the triangle \(ABC\). [3]
(d) A fourth recycling center is proposed at \(D(4, 4)\). Determine which recycling center cell of the Voronoi diagram a household located at \(P(5, 5)\) belongs to by calculating the distance from \(P\) to each of the four centers. [4]
(e) The city wishes to place a new park as far away as possible from the three original recycling centers \(A\), \(B\), and \(C\) within the region bounded by triangle \(ABC\). State where the park should be placed and find this maximum distance. [3]
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PastPaper.workedSolution
(a) Midpoint of \(AB\) is \(M_{AB} = \left(\frac{2+8}{2}, \frac{8+10}{2}\right) = (5, 9)\). Gradient of \(AB\) is \(m_{AB} = \frac{10-8}{8-2} = \frac{2}{6} = \frac{1}{3}\). Gradient of the perpendicular bisector is \(m_{\perp AB} = -3\). Equation: \(y - 9 = -3(x - 5) \implies y = -3x + 24\).
(b) Midpoint of \(BC\) is \(M_{BC} = \left(\frac{8+6}{2}, \frac{10+2}{2}\right) = (7, 6)\). Gradient of \(BC\) is \(m_{BC} = \frac{2-10}{6-8} = \frac{-8}{-2} = 4\). Gradient of the perpendicular bisector is \(m_{\perp BC} = -0.25\). Equation: \(y - 6 = -0.25(x - 7) \implies y = -0.25x + 7.75\).
(c) Equating the two perpendicular bisectors: \(-3x + 24 = -0.25x + 7.75\) \(16.25 = 2.75x \implies x = \frac{65}{11} \approx 5.91\). Substituting back: \(y = -3(5.909) + 24 \approx 6.27\). Circumcenter \(V\) is \((5.91, 6.27)\).
(d) Distances from \(P(5,5)\) to each center: \(PA = \sqrt{(5-2)^2 + (5-8)^2} = \sqrt{18} \approx 4.24\text{ km}\) \(PB = \sqrt{(5-8)^2 + (5-10)^2} = \sqrt{34} \approx 5.83\text{ km}\) \(PC = \sqrt{(5-6)^2 + (5-2)^2} = \sqrt{10} \approx 3.16\text{ km}\) \(PD = \sqrt{(5-4)^2 + (5-4)^2} = \sqrt{2} \approx 1.41\text{ km}\) Since \(PD\) is the shortest distance, \(P\) belongs to the Voronoi cell of center \(D\).
(e) To be as far away as possible from \(A\), \(B\), and \(C\), the park should be placed at the circumcenter \(V\), which is \((5.91, 6.27)\). The distance is \(VA = \sqrt{(5.91-2)^2 + (6.27-8)^2} \approx 4.28\text{ km}\).
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PastPaper.question 2 · long-response
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A surveyor at point \(A\) measures the angle of elevation to the top of a tower \(T\) as \(25^\circ\). The tower is situated on horizontal ground. The surveyor then walks \(150\text{ m}\) on a bearing of \(060^\circ\) to point \(B\), from which the bearing of the tower \(T\) is \(310^\circ\). The bearing of the tower from \(A\) is \(020^\circ\).
(a) Draw a labeled diagram showing the relative positions of \(A\), \(B\), and the base of the tower, \(F\). [2]
(b) Find the size of angle \(AFB\). [3]
(c) Calculate the distance from \(A\) to the base of the tower \(F\). [4]
(d) Find the height of the tower \(T\). [3]
(e) Find the angle of elevation of the top of the tower \(T\) from point \(B\). [4]
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(a) The diagram should show the horizontal triangle \(ABF\) with North arrows at \(A\) and \(B\). Bearings: \(B\) from \(A\) at \(060^\circ\), \(F\) from \(A\) at \(020^\circ\), and \(F\) from \(B\) at \(310^\circ\).
(b) In triangle \(ABF\): \(\angle FAB = 060^\circ - 020^\circ = 40^\circ\). Bearing of \(A\) from \(B\) is \(060^\circ + 180^\circ = 240^\circ\). Bearing of \(F\) from \(B\) is \(310^\circ\). Thus, \(\angle ABF = 310^\circ - 240^\circ = 70^\circ\). So, \(\angle AFB = 180^\circ - (40^\circ + 70^\circ) = 70^\circ\).
(c) Using the sine rule in triangle \(ABF\): \(\frac{AF}{\sin(\angle ABF)} = \frac{AB}{\sin(\angle AFB)}\) \(\frac{AF}{\sin(70^\circ)} = \frac{150}{\sin(70^\circ)} \implies AF = 150\text{ m}\).
(d) In the vertical right-angled triangle \(TAF\): \(\tan(25^\circ) = \frac{TF}{AF} = \frac{h}{150}\) \(h = 150 \tan(25^\circ) \approx 69.9\text{ m}\).
(e) In triangle \(ABF\), since \(\angle ABF = \angle AFB = 70^\circ\), the triangle is isosceles, meaning \(AF = AB = 150\text{ m}\). Using the sine rule or properties of isosceles triangles to find \(BF\): \(\frac{BF}{\sin(40^\circ)} = \frac{150}{\sin(70^\circ)} \implies BF = 150 \times \frac{\sin(40^\circ)}{\sin(70^\circ)} \approx 102.6\text{ m}\). Now, in the vertical right-angled triangle \(TBF\): \(\tan(\theta) = \frac{TF}{BF} = \frac{69.946}{102.606} \approx 0.6817\) \(\theta = \arctan(0.6817) \approx 34.3^\circ\).
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PastPaper.question 3 · long-response
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A research study investigates the relationship between the sleep duration of IB students and their preferred revision method. A sample of 250 students is surveyed, and the results are summarized in the table below:
(a) State the null and alternative hypotheses for a chi-squared test of independence. [2]
(b) Find the expected frequency of students who sleep 6 to 8 hours and prefer Mind Mapping. [2]
(c) Write down the number of degrees of freedom for this test. [1]
(d) Find the \(\chi^2\) test statistic and the corresponding \(p\)-value for this test. [3]
(e) State, with a reason, whether the null hypothesis should be rejected at the \(5\%\) significance level. [2]
(f) A student is chosen at random from the sample.
(i) Find the probability that the student sleeps less than 6 hours. [2]
(ii) Find the probability that the student prefers Active Recall, given that they sleep more than 8 hours. [2]
(iii) Determine if the events "sleeping less than 6 hours" and "preferring Group Discussion" are independent. Support your answer with calculations. [2]
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(a) \(H_0\): Sleep duration and preferred revision method are independent. \(H_1\): Sleep duration and preferred revision method are dependent.
(d) Using a GDC on the contingency table: \(\chi^2\) test statistic \(\approx 7.10\) (3 s.f.) \(p\)-value \(\approx 0.131\) (3 s.f.)
(e) Since \(p\text{-value} = 0.131 > 0.05\), we fail to reject the null hypothesis. There is insufficient evidence to conclude that sleep duration and revision methods are dependent.
(f) (i) \(P(\text{less than 6 hours}) = \frac{90}{250} = 0.36\).
(ii) \(P(\text{Active Recall} \mid \text{more than 8 hours}) = \frac{15}{40} = 0.375\).
(iii) Let \(A\) be "sleeping less than 6 hours" and \(B\) be "preferring Group Discussion". \(P(A) = \frac{90}{250} = 0.36\) \(P(B) = \frac{60}{250} = 0.24\) \(P(A \cap B) = \frac{15}{250} = 0.06\) \(P(A) \times P(B) = 0.36 \times 0.24 = 0.0864\). Since \(P(A \cap B) \neq P(A) \times P(B)\), the events are not independent.
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PastPaper.question 4 · long-response
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A cafe owner investigates the relationship between the daily average temperature, \(T\) (\(^\circ\text{C}\)), and the daily sales of iced coffee, \(S\) (in USD), over 8 randomly selected days. The data is shown in the table below:
(a) State which variable is the independent variable and which is the dependent variable. [1]
(b) Calculate:
(i) the Pearson's product-moment correlation coefficient, \(r\); [2]
(ii) the Spearman's rank correlation coefficient, \(r_s\). [3]
(c) State what the value of \(r\) tells us about the relationship between temperature and sales. [2]
(d) Find the equation of the regression line of \(S\) on \(T\), writing your answer in the form \(S = aT + b\). [3]
(e) Use your regression line to estimate the daily sales when the temperature is:
(i) \(25^\circ\text{C}\); [2]
(ii) \(42^\circ\text{C}\). [1]
(f) Comment on the reliability of each of your estimates in part (e). [2]
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(a) Independent variable: Temperature (\(T\)). Dependent variable: Sales (\(S\)).
(b) (i) Using GDC with the 8 pairs of data: \(r \approx 0.997\) (0.99652...)
(ii) Ranking the data: \(T\) ranks: 1, 2, 3, 4, 5, 6, 7, 8 \(S\) ranks: 1, 2, 3, 4, 5, 6, 7, 8 Since both lists of ranks are identical, \(r_s = 1.0\).
(c) Since \(r\) is extremely close to 1, it indicates an extremely strong positive linear correlation between daily average temperature and iced coffee sales.
(d) Using linear regression on the GDC: Slope \(a \approx 15.5\) (15.5147...) Intercept \(b \approx -111\) (-111.057...) So, the regression equation is \(S = 15.5T - 111\) (or \(S = 15.5T - 111.1\)).
(ii) At \(T = 42\): \(S = 15.5147(42) - 111.057 \approx 541\) USD (or \(540.56\) USD).
(f) The estimate at \(25^\circ\text{C}\) is highly reliable because \(25\) is within the range of original data points (interpolation) and \(r\) is close to 1. The estimate at \(42^\circ\text{C}\) is unreliable because it lies outside the data range (extrapolation), and the linear relationship may not continue at extreme temperatures.
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PastPaper.question 5 · long-response
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A manufacturing company is designing an open cylindrical waste bin with a capacity of \(64\pi\text{ dm}^3\). The bin has a circular base of radius \(r\text{ dm}\) and a height of \(h\text{ dm}\). It has no lid.
(a) Show that the height \(h\) can be expressed as \(h = \frac{64}{r^2}\). [2]
(b) Show that the total external surface area, \(A\text{ dm}^2\), of the waste bin is given by \(A = \pi r^2 + \frac{128\pi}{r}\). [3]
(c) Find \(\frac{\text{d}A}{\text{d}r}\). [3]
(d) Find the value of \(r\) that minimizes the total surface area of the bin. [3]
(e) Calculate the minimum surface area, leaving your answer in terms of \(\pi\). [2]
(f) The material for the base costs $1.50 per \(\text{dm}^2\) and the material for the curved side costs $1.00 per \(\text{dm}^2\). Find the value of \(r\) that minimizes the total cost of the bin. [3]
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(a) The volume of a cylinder is \(V = \pi r^2 h\). Given \(V = 64\pi\): \(\pi r^2 h = 64\pi \implies r^2 h = 64 \implies h = \frac{64}{r^2}\).
(b) Since there is no lid, the surface area \(A\) is the sum of the circular base and the curved side: \(A = \pi r^2 + 2\pi r h\). Substituting \(h = \frac{64}{r^2}\): \(A = \pi r^2 + 2\pi r \left(\frac{64}{r^2}\right) = \pi r^2 + \frac{128\pi}{r}\).
(c) Differentiating \(A\) with respect to \(r\): \(\frac{\text{d}A}{\text{d}r} = 2\pi r - 128\pi r^{-2} = 2\pi r - \frac{128\pi}{r^2}\).
(d) For minimum surface area, set \(\frac{\text{d}A}{\text{d}r} = 0\): \(2\pi r - \frac{128\pi}{r^2} = 0\) \(2\pi r = \frac{128\pi}{r^2}\) \(r^3 = 64 \implies r = 4\text{ dm}\).
(e) Substituting \(r = 4\) into the surface area equation: \(A(4) = \pi (4)^2 + \frac{128\pi}{4} = 16\pi + 32\pi = 48\pi\text{ dm}^2\).
(f) The cost function \(C\) is given by: \(C = 1.50 (\pi r^2) + 1.00 \left(\frac{128\pi}{r}\right) = 1.5\pi r^2 + \frac{128\pi}{r}\). To minimize cost, find \(\frac{\text{d}C}{\text{d}r}\) and set it to 0: \(\frac{\text{d}C}{\text{d}r} = 3\pi r - \frac{128\pi}{r^2} = 0\) \(3\pi r = \frac{128\pi}{r^2} \implies r^3 = \frac{128}{3} \approx 42.667\) \(r = \sqrt[3]{\frac{128}{3}} \approx 3.50\text{ dm}\).
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PastPaper.question 6 · long-response
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A drone's vertical velocity, \(v(t)\) in meters per second, is recorded at 2-second intervals during a 10-second flight. The data is shown in the table below:
(a) Use the trapezoidal rule to estimate the total distance the drone traveled vertically during these 10 seconds. [4]
The actual vertical velocity of the drone is modeled by the function \(f(t) = -0.02t^3 + 0.12t^2 + 1.2t\) for \(0 \le t \le 10\).
(b) Calculate the velocity of the drone at \(t = 6\) according to the model, and find the percentage error compared to the recorded value of \(7.8\text{ m s}^{-1}\). [3]
(c) Write down an integral expression that represents the exact distance the drone traveled vertically according to the model from \(t = 0\) to \(t = 10\). [2]
(d) Find the value of this integral. [3]
(e) Find the maximum vertical velocity of the drone during the 10 seconds according to the model, and the time at which it occurs. [4]
(e) To find maximum velocity, set \(f'(t) = 0\): \(f'(t) = -0.06t^2 + 0.24t + 1.2 = 0\) \(t^2 - 4t - 20 = 0\) Using quadratic formula: \(t = \frac{4 \pm \sqrt{16 - 4(1)(-20)}}{2} = \frac{4 \pm \sqrt{96}}{2} = 2 \pm \sqrt{24}\). Since \(t \ge 0\), \(t = 2 + \sqrt{24} \approx 6.90\text{ seconds}\). At \(t \approx 6.90\), the velocity is: \(f(6.899) = -0.02(6.899)^3 + 0.12(6.899)^2 + 1.2(6.899) \approx 7.42\text{ m s}^{-1}\).
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PastPaper.question 7 · long-response
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Olivia wants to purchase a house in 10 years. She starts a savings plan today.
(a) She invests $12,000 in an account that pays a nominal annual interest rate of \(4.5\%\), compounded monthly. Calculate the value of her investment after 10 years. [3]
(b) At the same time, Olivia decides to make monthly deposits of $250 into a second account at the end of each month. This account offers a nominal annual interest rate of \(3.6\%\), compounded monthly.
(i) Find the total amount Olivia will have saved in this second account after 10 years. [4]
(ii) Calculate the total interest earned in this second account over the 10 years. [2]
(c) After 10 years, Olivia combines the funds from both accounts to use as a down payment on a house that costs $350,000.
(i) Find the total amount available for her down payment. [2]
(ii) Calculate the percentage of the house's cost covered by this down payment. [2]
(d) Olivia takes out a mortgage for the remaining balance of the purchase price. The mortgage has a nominal annual interest rate of \(5.2\%\), compounded monthly, and is to be repaid over 25 years with equal monthly payments made at the end of each month. Calculate the value of her monthly mortgage payment. [3]
(b) (i) Using TVM Solver parameters on a GDC: \(N = 120\) \(I\% = 3.6\) \(PV = 0\) \(PMT = -250\) \(P/Y = 12\) \(C/Y = 12\) Solving for \(FV\) yields \(FV \approx \$36,053.69\).
(ii) Total amount of deposits = \(250 \times 120 = \$30,000\). Interest earned = \(\$36,053.69 - \$30,000 = \$6,053.69\).
(c) (i) Total down payment available = \(\$18,803.90 + \$36,053.69 = \$54,857.59\).
(ii) Percentage = \(\frac{54857.59}{350000} \times 100\% \approx 15.7\%\) (or \(15.67\%\)).
(d) Remaining mortgage balance (loan amount) = \(\$350,000 - \$54,857.59 = \$295,142.41\). Using TVM Solver for the mortgage payment: \(N = 300\) (25 years \(\times\) 12 months) \(I\% = 5.2\) \(PV = 295,142.41\) \(FV = 0\) \(P/Y = 12\) \(C/Y = 12\) Solving for \(PMT\) yields \(PMT \approx -\$1,759.67\). Thus, her monthly payment is \(\$1,759.67\).
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Paper 3
Answer both questions in the answer booklet. GDC required.
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PastPaper.question 1 · Extended-response
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A car rental company operates across three main locations: Downtown (\(D\)), Airport (\(A\)), and Suburb (\(S\)). Every day, a certain proportion of cars rented from one location are returned to another (or the same) location according to the following daily transition probabilities:
- Of the cars rented from \(D\), 50% are returned to \(D\), 30% to \(A\), and 20% to \(S\). - Of the cars rented from \(A\), 30% are returned to \(D\), 60% to \(A\), and 10% to \(S\). - Of the cars rented from \(S\), 40% are returned to \(D\), 20% to \(A\), and 40% to \(S\).
Let \(\mathbf{s}_n = [x_n, y_n, z_n]\) represent the state vector of the number of cars at \(D\), \(A\), and \(S\) respectively on day \(n\).
**(a)** Write down the transition matrix \(\mathbf{T}\) such that \(\mathbf{s}_{n+1} = \box{\mathbf{s}_n} \mathbf{T}\). [2 marks]
**(b)** Initially, on Monday morning (day 0), there are 120 cars at \(D\), 80 cars at \(A\), and 50 cars at \(S\). Find the expected distribution of cars on Wednesday morning (day 2). [3 marks]
**(c)** Find the steady-state probability vector \(\boldsymbol{\pi} = [x, y, z]\) for this system. [5 marks]
**(d)** The company estimates that the daily profit generated by a car is \(\$50\) when at \(D\), \(\$70\) when at \(A\), and \(\$40\) when at \(S\). Find the expected long-run average daily profit for a total fleet of 250 cars. [4 marks]
**(e)** To manage aging inventory, the company introduces a retirement policy. Each day, a car at \(D\) has a 5% chance of being retired (written off), a car at \(A\) has a 2% chance, and a car at \(S\) has a 10% chance. Retired cars are placed in an absorbing state \(R\).
For the remaining active cars, their daily movement between \(D\), \(A\), and \(S\) follows the same relative proportions as before, but scaled down to account for the retirement probability.
Find the expected number of days a car starting at Downtown remains in service before being retired. [7 marks]
**(f)** The company wants to increase the expected lifespan of a car starting at Downtown to at least 25 days by reducing the retirement probability at Downtown from 5% to \(p_D\), while keeping all other retirement probabilities constant. Find the maximum value of \(p_D\), giving your answer as a percentage to 3 significant figures. [6 marks]
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PastPaper.workedSolution
**(a)** The transition matrix is formed by the given probabilities of moving from the state in each row to the state in each column:
We solve \((\mathbf{I} - \mathbf{Q})\mathbf{t} = \mathbf{1}\) where \(\mathbf{t} = [t_D, t_A, t_S]^T\): Using GDC to solve the system of linear equations:
The expected number of days a car starting at Downtown remains in service is approximately 20.9 days.
**(f)** We want the lifespan starting at Downtown, \(t_D\), to be at least 25 days. Set \(t_D = 25\). The equations for transient states \(A\) and \(S\) do not contain \(p_D\):
Solving this \(2 \times 2\) linear system: From (3): \(t_S = \frac{10 + 0.180 t_A}{0.640} = 15.625 + 0.28125 t_A\) Substitute into (2): \(0.412 t_A - 0.098(15.625 + 0.28125 t_A) = 8.35\) \(0.3844375 t_A = 9.88125 \implies t_A \approx 25.7031\) Then \(t_S \approx 22.8540\).
Now, substitute \(t_D = 25\), \(t_A \approx 25.7031\), and \(t_S \approx 22.8540\) into the first row equation of the system \((\mathbf{I} - \mathbf{Q})\mathbf{t} = \mathbf{1}\):
Let \(k = 1 - p_D\): \((1 - 0.5k)(25) - 0.3k(25.7031) - 0.2k(22.8540) = 1\) \(25 - k [12.5 + 7.7109 + 4.5708] = 1\) \(24.7817 k = 24 \implies k \approx 0.968456\)
Since \(p_D = 1 - k\): \(p_D \approx 1 - 0.968456 = 0.031544\) or \(3.15\%\).
Thus, the maximum daily retirement rate at Downtown is 3.15%.
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**(a)** M1 for attempting to set up a \(3 \times 3\) matrix. A1 for the correct transition matrix \(\mathbf{T}\). [2 marks]
**(b)** M1 for finding \(\mathbf{s}_1 = \mathbf{s}_0 \mathbf{T}\) or evaluating \(\mathbf{s}_2 = \mathbf{s}_0 \mathbf{T}^2\). A1 for calculating the correct values \([101, 98, 51]\). A1 for communicating the final distribution clearly in context. [3 marks]
**(c)** M1 for setting up the steady-state equation \(\boldsymbol{\pi} \mathbf{T} = \boldsymbol{\pi}\). M1 for attempting to solve the resulting system of equations alongside \(x+y+z=1\). A1 for obtaining \(x = y\) and \(x = 2z\) (or equivalent relationships). A2 for the correct steady-state vector \([0.4, 0.4, 0.2]\). [5 marks]
**(d)** M1 for finding the long-run fleet distribution \([100, 100, 50]\). M1 for multiplying by corresponding profit values. A2 for \(\$14000\). [4 marks]
**(e)** M1 for calculating correct adjusted transition probabilities for each transient state (e.g. \(0.475, 0.285, 0.190\)). A1 for the correct submatrix \(\mathbf{Q}\). M1 for recognizing the fundamental matrix formula \(\mathbf{F} = (\mathbf{I} - \mathbf{Q})^{-1\). M1 for setting up the system of linear equations \((\mathbf{I} - \mathbf{Q})\mathbf{t} = \mathbf{1}\). M2 for solving the system of equations using a GDC. A1 for \(t_D \approx 20.9\) days. [7 marks]
**(f)** M1 for setting \(t_D = 25\) in the system of equations. M1 for isolating equations 2 and 3 to solve for \(t_A\) and \(t_S\). A1 for \(t_A \approx 25.7\) and \(t_S \approx 22.9\). M1 for substituting these values into the first row equation using variable \(k = 1-p_D\). A1 for obtaining \(k \approx 0.9685\). A1 for the correct percentage: \(3.15\%\). [6 marks]
PastPaper.question 2 · Extended-response
28 PastPaper.marks
The concentrations of a particular drug in blood plasma (\(x\)) and in organs/tissues (\(y\)), measured in mg/L, over time \(t\) (in hours) can be modeled by the following system of coupled linear differential equations:
**(a)** Explain why the origin \((0,0)\) is a stable equilibrium point (sink) for this system by calculating the eigenvalues of the coefficient matrix. [3 marks]
**(b)** Initially, at \(t = 0\), a rapid intravenous injection is administered, setting the initial concentrations to \(x(0) = 6\) and \(y(0) = 0\). Find the exact particular solution for both \(x(t)\) and \(y(t)\). [6 marks]
**(c)** Find the maximum concentration of the drug in the tissues, \(y(t)\), and the time \(t\) at which this maximum occurs. Give your answers to 3 significant figures. [5 marks]
**(d)** Sketch the phase portrait for this system for \(x \ge 0, y \ge 0\). On your sketch, draw and label the straight-line trajectory corresponding to the dominant eigenvector, and indicate the direction of flow with arrows. [5 marks]
**(e)** To maintain the drug levels over a longer period, a continuous constant infusion of the drug is introduced into the bloodstream, modifying the model to:
(i) Find the coordinates of the new steady-state equilibrium in terms of \(I_0\). [3 marks]
(ii) Given that \(I_0 = 4\), and the concentrations at a certain time are \(x(0) = 2\) and \(y(0) = 1\), use Euler's method with a step size of \(h = 0.1\) to estimate the concentrations \(x(0.2)\) and \(y(0.2)\). [6 marks]
**(d)** The dominant eigenvalue is \(\lambda_1 = -1\) (closest to zero, decays slowest). The trajectory corresponding to \(\mathbf{v}_1 = \begin{pmatrix} 1 \\ 1 \end{pmatrix}\) is the line \(y = x\).
In the first quadrant (\(x \ge 0, y \ge 0\)): - Trajectories approach the line \(y = x\) as \(t\) increases, then converge to the origin along this line. - Arrows on all trajectories should point towards the origin. - A straight-line trajectory should be drawn along \(y = x\) starting in the first quadrant and ending at the origin.
**(e)** (i) At steady-state, \(\frac{dx}{dt} = 0\) and \(\frac{dy}{dt} = 0\):
So at \(t = 0.2\), the estimated concentrations are: \(x(0.2) \approx 2.19\) mg/L, \(y(0.2) \approx 1.19\) mg/L.
PastPaper.markingScheme
**(a)** M1 for setting up the characteristic equation \(\det(\mathbf{A}-\lambda\mathbf{I})=0\). A1 for finding the correct eigenvalues: \(\lambda = -1\) and \(\lambda = -4\). R1 for explaining that because both eigenvalues are real and negative, the origin is a stable equilibrium point (sink). [3 marks]
**(b)** M1 for finding eigenvectors corresponding to both eigenvalues. A1 for obtaining the correct eigenvectors (e.g., \(\begin{pmatrix} 1 \\ 1 \end{pmatrix}\) and \(\begin{pmatrix} 1 \\ -2 \end{pmatrix}\)). M1 for constructing the general solution. M1 for substituting \(t = 0\) with the given initial conditions. A1 for finding \(C_1 = 4\) and \(C_2 = 2\). A1 for correct final particular solutions: \(x(t) = 4e^{-t} + 2e^{-4t}\) and \(y(t) = 4e^{-t} - 4e^{-4t}\). [6 marks]
**(c)** M1 for setting \(\frac{dy}{dt} = 0\). A1 for obtaining \(e^{3t} = 4\) or \(t = \frac{1}{3}\ln(4)\). A1 for \(t \approx 0.462\) hours. M1 for substituting \(t\) back into the expression for \(y(t)\). A1 for \(y_{\text{max}} \approx 1.89\) mg/L. [5 marks]
**(d)** A1 for drawing the straight line trajectory \(y=x\) in the first quadrant. A1 for labeling \(y=x\) as the dominant eigenvector trajectory. A1 for drawing trajectories that approach the line \(y=x\) and flow towards the origin. A2 for correct direction arrows pointing towards the origin on all drawn paths. [5 marks]
**(e)** (i) M1 for setting both derivatives to zero. M1 for solving the resulting algebraic system. A1 for the steady-state coordinate \((0.75 I_0, 0.5 I_0)\). [3 marks]
(ii) M1 for writing down the formulas for \(x_{n+1}\) and \(y_{n+1}\). M1 for calculating the slopes at the first step (\(f(2,1)=1\), \(g(2,1)=1\)). A1 for the correct first step approximations: \(x(0.1) = 2.1\) and \(y(0.1) = 1.1\). M1 for calculating the slopes at the second step (\(f(2.1,1.1)=0.9\), \(g(2.1,1.1)=0.9\)). A2 for the correct second step approximations: \(x(0.2) \approx 2.19\) and \(y(0.2) \approx 1.19\). [6 marks]