P2.11 Modelling with functions

Section
P2 Algebra and functions
Level
A level only
Statement
Use of functions in modelling, including consideration of limitations and refinements of the models.
Guidance
For example, use of trigonometric functions for modelling tides, hours of sunlight, etc. Use of exponential functions for growth and decay (see Paper 1, Section 6.7). Use of reciprocal function for inverse proportion (e.g. pressure and volume).
Since 2018
53 parts, 125 marks · topic pages: Quadratics and the discriminant, Functions, composite and inverse functions, modulus, Inequalities, Indices and surds, Simultaneous equations, Exponentials and logarithms, Algebraic methods: polynomials, factor theorem and division, Chain, product and quotient rules; connected rates of change, Differentiation: first principles, gradients, stationary points, Numerical methods: roots, iteration and Newton–Raphson, Trigonometric modelling, Addition and double-angle formulae, harmonic form, Solving trigonometric equations, Trigonometric ratios, graphs, radians and the sine and cosine rules, Graphs and transformations, Differential equations

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June 2025 · AS Paper 1 · Q7(a) 2 marks
7. P x Figure 3 A company makes a particular type of chair. The annual profit made by the company is modelled by the equation 2 + 260x – 16 450 P = –x where P is the profit measured in thousands of pounds and x is the selling price of the chair in pounds. The graph of P against x is shown in Figure 3. Using the model, (a) explain why £175 is not a sensible selling price for the chair. (2)
June 2025 · AS Paper 1 · Q7(b) 3 marks
Given that the company made an annual profit of more than £200 000 (b) find, according to the model, the highest possible selling price for the chair. You must show your working clearly. (3)
June 2025 · AS Paper 1 · Q7(c) 3 marks
(c) Show that P = a + b (x + c) where a, b and c are constants to be found. (3)
June 2025 · AS Paper 1 · Q7(d) 2 marks
The company wishes to maximise its annual profit. State, according to the model, (d) (i) the maximum possible annual profit, (ii) the selling price of the chair that maximises the annual profit. (2)
June 2025 · Paper 1 · Q6(a) 4 marks
6. A scientist is monitoring the flight of sea birds after they leave their nests on a cliff. The height above the sea, h metres, of one of the birds is modelled by the equation 1.5 h 0 0 t T h = A – B t where t seconds is the time after the bird leaves its nest and A, B and T are positive constants. Given that • the bird was 17.6 m above the sea exactly 4 seconds after leaving its nest • the bird was 11.9 m above the sea exactly 9 seconds after leaving its nest (a) find a complete equation for the model. (4)
June 2025 · Paper 1 · Q6(b) 1 mark
Find, according to the model, (b) the height of the bird’s nest above the sea, (1)
June 2025 · Paper 1 · Q6(c) 2 marks
(c) the limitation on the value of T. (2)
June 2025 · Paper 1 · Q9(a) 2 marks
9. v T t Figure 2 A racing car is driven along a straight road. Figure 2 shows a graph of the speed of the car as it travels along the road. The car starts from rest and is driven for T seconds before stopping. The speed of the car is modelled by the equation v = 15t – t e 0.2t 0 t T where t seconds is the time after the car starts to move. According to the model, (a) find the value of T, giving your answer to one decimal place, (2)
June 2025 · Paper 1 · Q9(b) 4 marks
(b) show that the maximum speed of the car occurs when ; t = 5 ln :9 t 1 (4)
June 2025 · Paper 1 · Q9(c) 3 marks
Using the iteration formula ; tn+1 = 5 ln with t1 = 8 tn 1 : (c) (i) find the value of t3 to 3 decimal places, (ii) find, by repeated iteration, the time taken for the car to reach maximum speed. (3)
June 2025 · Paper 2 · Q11(b) 3 marks
Given that • the cost of making each toy is £10 • the company has additional costs of £8 000 per year (b) show that, according to the model, the yearly profit, P, in thousands of pounds, is given by P = –0.06x 2 + 3.9x – 41 (3)
June 2025 · Paper 2 · Q11(c) 2 marks
Use the model given in part (b) to answer parts (c), (d) and (e). Given that the company wishes to make a profit on sales of the toy, (c) find the range of possible selling prices of the toy. (2)
June 2025 · Paper 2 · Q11(d) 1 mark
(d) Hence, or otherwise, deduce the selling price of the toy that maximises the profit. (1)
June 2025 · Paper 2 · Q11(e) 2 marks
In one particular year, the company sold the toy for £35 and made £21 750 profit. (e) Use this information to evaluate the suitability of the model. (2)
June 2024 · AS Paper 1 · Q12(d) 2 marks
Access to the pool is by side AB shown in Figure 5. Given that AB must be at least one metre, (d) determine, according to the model, whether the swimming pool with the minimum perimeter would be suitable. (2)
June 2024 · Paper 1 · Q12(b) 2 marks
A scientist studies the number of rabbits and the number of foxes in a wood for one year. The number of rabbits, R, is modelled by the equation R = A + 140 cos(30t)° – 480 sin(30t)° where t months is the time after the start of the year and A is a constant. Given that, during the year, the maximum number of rabbits in the wood is 1500 (b) (i) find a complete equation for this model. (ii) Hence write down the minimum number of rabbits in the wood during the year according to the model. (2)
June 2024 · Paper 1 · Q12(c) 2 marks
The actual number of rabbits in the wood is at its minimum value in the middle of April. (c) Use this information to comment on the model for the number of rabbits. (2)
June 2024 · Paper 1 · Q12(d) 4 marks
The number of foxes, F, in the wood during the same year is modelled by the equation F = 100 + 70 sin(30t + 70)° The number of foxes is at its minimum value after T months. (d) Find, according to the models, the number of rabbits in the wood at time T months. (4)
June 2024 · Paper 2 · Q9(a) 4 marks
9. H (m) A(0, 2) B(20, 0.8) x (m) Figure 3 The graph in Figure 3 shows the path of a small ball. The ball travels in a vertical plane above horizontal ground. The ball is thrown from the point represented by A and caught at the point represented by B. The height, H metres, of the ball above the ground has been plotted against the horizontal distance, x metres, measured from the point where the ball was thrown. With respect to a fixed origin O, the point A has coordinates (0, 2) and the point B has coordinates (20, 0.8), as shown in Figure 3. The ball reaches its maximum height when x = 9 A quadratic function, linking H with x, is used to model the path of the ball. (a) Find H in terms of x. (4)
June 2024 · Paper 2 · Q9(b) 1 mark
(b) Give one limitation of the model. (1)
June 2024 · Paper 2 · Q9(c) 2 marks
Chandra is standing directly under the path of the ball at a point 16 m horizontally from O. Chandra can catch the ball if the ball is less than 2.5 m above the ground. (c) Use the model to determine if Chandra can catch the ball. (2)
June 2023 · Paper 1 · Q13(a) 3 marks
13. On a roller coaster ride, passengers travel in carriages around a track. On the ride, carriages complete multiple circuits of the track such that • the maximum vertical height of a carriage above the ground is 60 m • a carriage starts a circuit at a vertical height of 2 m above the ground • the ground is horizontal The vertical height, H m, of a carriage above the ground, t seconds after the carriage starts the first circuit, is modelled by the equation H = a – b(t – 20) where a and b are positive constants. (a) Find a complete equation for the model. (3)
June 2023 · Paper 1 · Q13(b) 1 mark
(b) Use the model to determine the height of the carriage above the ground when t = 40 (1)
June 2023 · Paper 1 · Q13(c) 2 marks
In an alternative model, the vertical height, H m, of a carriage above the ground, t seconds after the carriage starts the first circuit, is given by H = 29 cos(9t + alpha )° + beta 0 alpha < 360° where alpha and beta are constants. (c) Find a complete equation for the alternative model. (2)
June 2023 · Paper 1 · Q13(d) 1 mark
Given that the carriage moves continuously for 2 minutes, (d) give a reason why the alternative model would be more appropriate. (1)
June 2023 · Paper 2 · Q12(a) 2 marks
12. N NA NB t Figure 2 The number of subscribers to two different music streaming companies is being monitored. The number of subscribers, NA , in thousands, to company A is modelled by the equation NA = |t – 3| + 4 t 0 where t is the time in years since monitoring began. The number of subscribers, NB , in thousands, to company B is modelled by the equation NB = 8 – |2t – 6| t 0 where t is the time in years since monitoring began. Figure 2 shows a sketch of the graph of NA and the graph of NB over a 5-year period. Use the equations of the models to answer parts (a), (b), (c) and (d). (a) Find the initial difference between the number of subscribers to company A and the number of subscribers to company B. (2)
June 2023 · Paper 2 · Q12(b) 2 marks
When t = T company A reduced its subscription prices and the number of subscribers increased. (b) Suggest a value for T, giving a reason for your answer. (2)
June 2023 · Paper 2 · Q12(c) 5 marks
(c) Find the range of values of t for which NA > NB giving your answer in set notation. (5)
June 2023 · Paper 2 · Q12(d) 1 mark
(d) State a limitation of the model used for company B. (1)
June 2022 · Paper 1 · Q5(a) 4 marks Easy
5. The height, h metres, of a tree, t years after being planted, is modelled by the equation 2 = at + b 0 t < 25 h where a and b are constants. Given that • the height of the tree was 2.60 m, exactly 2 years after being planted • the height of the tree was 5.10 m, exactly 10 years after being planted (a) find a complete equation for the model, giving the values of a and b to 3 significant figures. (4)
June 2022 · Paper 1 · Q5(b) 2 marks Easy
Given that the height of the tree was 7 m, exactly 20 years after being planted (b) evaluate the model, giving reasons for your answer. (2)
June 2022 · Paper 1 · Q8(a) 1 mark Medium
8. v T t Figure 2 A car stops at two sets of traffic lights. Figure 2 shows a graph of the speed of the car, v ms-1, as it travels between the two sets of traffic lights. The car takes T seconds to travel between the two sets of traffic lights. The speed of the car is modelled by the equation v = (10 - 0.4t) ln(t + 1) 0 t T where t seconds is the time after the car leaves the first set of traffic lights. According to the model, (a) find the value of T (1)
June 2022 · Paper 2 · Q9(a) 4 marks
9. H H t Figure 4 Figure 5 Figure 4 shows a sketch of a Ferris wheel. The height above the ground, H m, of a passenger on the Ferris wheel, t seconds after the wheel starts turning, is modelled by the equation H = ½A sin(bt + alpha )°½ where A, b and alpha are constants. Figure 5 shows a sketch of the graph of H against t, for one revolution of the wheel. Given that • the maximum height of the passenger above the ground is 50 m • the passenger is 1 m above the ground when the wheel starts turning • the wheel takes 720 seconds to complete one revolution (a) find a complete equation for the model, giving the exact value of A, the exact value of b and the value of alpha to 3 significant figures. (4)
June 2022 · Paper 2 · Q9(b) 1 mark
(b) Explain why an equation of the form H = ½A sin(bt + alpha )°½ + d where d is a positive constant, would be a more appropriate model. (1)
June 2022 · Paper 2 · Q14(c) 2 marks
The scientist noticed that • there was a time delay between the chemicals being mixed and oxygen being produced • there was a limit to the total volume of oxygen produced Deduce from the model (c) (i) the time delay giving your answer in minutes, (ii) the limit giving your answer in m (2)
Oct 2021 · Paper 1 · Q12(a) 5 marks
12. H x Figure 3 Figure 3 is a graph of the trajectory of a golf ball after the ball has been hit until it first hits the ground. The vertical height, H metres, of the ball above the ground has been plotted against the horizontal distance travelled, x metres, measured from where the ball was hit. The ball is modelled as a particle travelling in a vertical plane above horizontal ground. Given that the ball • is hit from a point on the top of a platform of vertical height 3 m above the ground • reaches its maximum vertical height after travelling a horizontal distance of 90 m • is at a vertical height of 27 m above the ground after travelling a horizontal distance of 120 m Given also that H is modelled as a quadratic function in x (a) find H in terms of x (5)
Oct 2021 · Paper 1 · Q12(b) 3 marks
(b) Hence find, according to the model, (i) the maximum vertical height of the ball above the ground, (ii) the horizontal distance travelled by the ball, from when it was hit to when it first hits the ground, giving your answer to the nearest metre. (3)
Oct 2021 · Paper 1 · Q12(c) 1 mark
(c) The possible effects of wind or air resistance are two limitations of the model. Give one other limitation of this model. (1)
Oct 2021 · Paper 2 · Q15(d) 1 mark
In reality, the water level may not be of constant height. (d) Explain how the equation of the model should be refined to take this into account. (1)
June 2019 · Paper 1 · Q12(c) 3 marks Medium
The function H(t) is used to model the height, in metres, of a ball above the ground t seconds after it has been kicked. Using this model, find (c) the maximum height of the ball above the ground between the first and second bounce. (3)
June 2019 · Paper 1 · Q12(d) 1 mark Medium
(d) Explain why this model should not be used to predict the time of each bounce. (1)
June 2019 · Paper 2 · Q9(c) 3 marks
Sean is driving this car at 60 km hí1 in wet conditions when he notices a large puddle in the road 100 m ahead. It takes him 0.8 seconds to react before applying the brakes. (c) Use your formula to find out if Sean will be able to stop before reaching the puddle. (3)
June 2019 · Paper 2 · Q13(a) 4 marks
13. r m h m r m Figure 9 [A sphere of radius r has volume 4 3 ʌU࣠3 and surface area 4ʌU࣠2] A manufacturer produces a storage tank. The tank is modelled in the shape of a hollow circular cylinder closed at one end with a hemispherical shell at the other end as shown in Figure 9. The walls of the tank are assumed to have negligible thickness. The cylinder has radius r metres and height h metres and the hemisphere has radius r metres. The volume of the tank is 6 m3. (a) Show that, according to the model, the surface area of the tank, in m2, is given by r + 5 3 ʌU࣠2 (4)
June 2019 · Paper 2 · Q13(c) 2 marks
(c) Calculate the minimum surface area of the tank, giving your answer to the nearest integer. (2)
June 2018 · AS Paper 1 · Q6(a) 2 marks
6. P P = 100 í 6.25(x í 9)2 x Figure 1 A company makes a particular type of children’s toy. The annual profit made by the company is modelled by the equation P = 100 í 6.25(x í 9)2 where P is the profit measured in thousands of pounds and x is the selling price of the toy in pounds. A sketch of P against x is shown in Figure 1. Using the model, (a) =explain why £15 is not a sensible selling price for the toy. (2)
June 2018 · AS Paper 1 · Q6(b) 3 marks
Given that the company made an annual profit of more than £80 000 (b) find, according to the model, the least possible selling price for the toy. (3)
June 2018 · AS Paper 1 · Q6(c) 2 marks
The company wishes to maximise its annual profit. State, according to the model, (c) (i) the maximum possible annual profit, (ii) the selling price of the toy that maximises the annual profit. (2)
June 2018 · AS Paper 1 · Q8(c) 1 mark
(c) State one limitation of this model. (1)
June 2018 · Paper 1 · Q8(a) 1 mark
8. The depth of water, D metres, in a harbour on a particular day is modelled by the formula D = 5 + 2 sin (30t)° 0 t < 24 where t is the number of hours after midnight. A boat enters the harbour at 6:30 am and it takes 2 hours to load its cargo. The boat requires the depth of water to be at least 3.8 metres before it can leave the harbour. (a) Find the depth of the water in the harbour when the boat enters the harbour. (1)
June 2018 · Paper 1 · Q8(b) 4 marks
(b) Find, to the nearest minute, the earliest time the boat can leave the harbour. (Solutions based entirely on graphical or numerical methods are not acceptable.) (4)
June 2018 · Paper 2 · Q8(a) 3 marks
8. H x Figure 1 Figure 1 is a graph showing the trajectory of a rugby ball. The height of the ball above the ground, H metres, has been plotted against the horizontal distance, x metres, measured from the point where the ball was kicked. The ball travels in a vertical plane. The ball reaches a maximum height of 12 metres and hits the ground at a point 40 metres from where it was kicked. (a) Find a quadratic equation linking H with x that models this situation. (3)
June 2018 · Paper 2 · Q8(b) 3 marks
The ball passes over the horizontal bar of a set of rugby posts that is perpendicular to the path of the ball. The bar is 3 metres above the ground. (b) Use your equation to find the greatest horizontal distance of the bar from O. (3)
June 2018 · Paper 2 · Q8(c) 1 mark
(c) Give one limitation of the model. (1)

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