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P2.11Modelling with functions

Edexcel A level Maths (9MA0) · Pure mathematics › Algebra and functions

Practise Modelling with functions. 4 exam-style questions plus unlimited generated ones on this subtopic, at up to four difficulty levels, with full mark schemes and a progress tracker. Free, no account needed.

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Sample questions

Written for this site in the style of Edexcel exam questions. They are not taken from real past papers.

Question 1Easy7 marks
A small company models its annual profit, £\(P\) thousand, when it spends £\(x\) thousand on advertising, by
\(P = 6 + 24x - x^2\)
(a) Find the profit predicted by the model when \(x = 0\), and explain what this means.[2]
(b) Write \(P\) in the form \(A - (x - B)^2\), where \(A\) and \(B\) are constants.[3]
(c) Hence state the maximum profit predicted by the model and the value of \(x\) at which it occurs.[2]
Show the answer and mark scheme
(a) Answer: £6 thousand: the annual profit when the company spends nothing on advertising
  • B1 for 6
  • B1 for a correct interpretation in context

Worked solution: When \(x = 0\), \(P = 6\): the model predicts an annual profit of £6 thousand when the company spends nothing on advertising.

(b) Answer: \(P = 150 - (x - 12)^2\)
  • M1 for \(-(x^2 - 24x) + 6\) and an attempt to complete the square
  • A1 for \(B = 12\)
  • A1 for \(A = 150\)

Worked solution: \(P = -(x^2 - 24x) + 6 = -\left[(x - 12)^2 - 144\right] + 6 = 150 - (x - 12)^2\).

(c) Answer: £150 thousand when \(x = 12\)
  • B1ft for a maximum profit of £150 thousand
  • B1ft for \(x = 12\)

Worked solution: Since \((x - 12)^2 \ge 0\), the greatest value of \(P\) is 150, when \(x = 12\): a profit of £150 thousand.

Question 2Medium9 marks
A new museum opens. The monthly number of visitors, \(V\) thousand, \(t\) months after the museum opens is modelled by
\[V = 12 + 8t - t^2, \quad t \ge 0\]
(a) Find, according to the model, the maximum monthly number of visitors and the value of \(t\) at which it occurs.[3]
(b) Show that the model predicts that the monthly number of visitors falls to zero when \(t = 4 + 2\sqrt{7}\).[3]
(c) Comment on the suitability of the model for predicting the number of visitors two years after the museum opens.[1]
(d) Give a reason why a model in which the monthly number of visitors falls to zero is unlikely to be realistic, and suggest how the model could be improved.[2]
Show the answer and mark scheme
(a) Answer: 28 000 visitors per month, when \(t = 4\)
  • M1 for completing the square, \(28 - (t - 4)^2\), or solving \(8 - 2t = 0\)
  • A1 for \(t = 4\)
  • A1 for 28 000 (visitors per month)

Worked solution: \(V = 12 + 8t - t^2 = 28 - (t - 4)^2\). The maximum is \(V = 28\) when \(t = 4\): 28 000 visitors per month, 4 months after opening.

(b) Answer: \(t^2 - 8t - 12 = 0 \Rightarrow t = 4 \pm \sqrt{28} = 4 \pm 2\sqrt{7}\); reject \(4 - 2\sqrt{7} \lt 0\).
  • M1 for setting \(V = 0\): \(t^2 - 8t - 12 = 0\) (or \((t - 4)^2 = 28\))
  • M1 for solving: \(t = 4 \pm \sqrt{28}\)
  • A1* for \(\sqrt{28} = 2\sqrt{7}\) and rejecting the negative root, with a reason

Worked solution: \(V = 0 \Rightarrow (t - 4)^2 = 28 \Rightarrow t = 4 \pm \sqrt{28} = 4 \pm 2\sqrt{7}\).
\(4 - 2\sqrt{7} \lt 0\) is outside the domain \(t \ge 0\), so \(t = 4 + 2\sqrt{7}\) (about 9.3 months).

(c) Answer: At \(t = 24\), \(V = -372\): a negative number of visitors is impossible, so the model is unsuitable (it is only valid up to about 9.3 months).
  • B1 for evaluating (or noting the sign of) \(V\) at \(t = 24\): negative, which is impossible, so the model is not suitable

Worked solution: When \(t = 24\), \(V = 12 + 192 - 576 = -372\). A negative number of visitors is impossible, so the model cannot be used two years after opening.

(d) Answer: A museum is likely to keep attracting some visitors (tourists, school groups), so numbers should level off rather than fall to zero. Use a model that tends to a positive constant, e.g. one of the form \(V = A + B\mathrm{e}^{-kt}\) after the peak.
  • B1 for a sensible reason, e.g. visitor numbers are likely to settle at a steady level (regular visitors, tourists) rather than fall to zero
  • B1 for a sensible refinement, e.g. a function with a positive horizontal asymptote (such as \(V = A + B\mathrm{e}^{-kt}\)), a periodic term for seasonal variation, or restricting the model to \(0 \le t \le 9\)

Worked solution: After the initial interest, a museum would still attract tourists and school groups, so the monthly number is likely to level off at a positive value. A better model would tend to a positive constant for large \(t\), for example \(V = A + B\mathrm{e}^{-kt}\) for the period after the peak (possibly with a seasonal term added).

Question 3Hard7 marks
The entrance to a road tunnel is modelled as a parabolic arch. The arch meets horizontal ground at two points 12 m apart, and its highest point is 6 m above the ground.
The arch is modelled by the equation
\(y = kx(12 - x), \quad 0 \le x \le 12\)
where \(y\) m is the height of the arch above the ground at a horizontal distance \(x\) m from one end, and \(k\) is a constant.
(a) Show that \(k = \frac{1}{6}\).[2]
(b) A lorry is 2.5 m wide and 4.9 m high. It drives through the tunnel entrance with its centre directly below the highest point of the arch. Use the model to determine whether the lorry fits through the entrance.[3]
(c) State the greatest height of a lorry of width 2.5 m that could pass through the entrance in this way, according to the model.[1]
(d) Give one reason why a real lorry of this greatest height should not attempt to pass through the entrance.[1]
Show the answer and mark scheme
(a) Answer: The highest point is at \(x = 6\), so \(6 = k \times 6 \times 6\), giving \(k = \frac{1}{6}\).
  • M1 for using the symmetry of the arch: the highest point is at \(x = 6\), so \(6 = k \times 6 \times (12 - 6)\)
  • A1* for \(k = \frac{6}{36} = \frac{1}{6}\)

Worked solution: By symmetry the highest point is midway between the ends, at \(x = 6\). So \(6 = k \times 6 \times (12 - 6) = 36k\) and \(k = \frac{6}{36} = \frac{1}{6}\).

(b) Answer: At \(x = 4.75\) (and \(x = 7.25\)) the arch height is \(\frac{4.75 \times 7.25}{6} = 5.74\) m (3 s.f.), which is more than 4.9 m, so the lorry fits.
  • M1 for identifying the positions of the top corners of the lorry: \(x = 6 \pm 1.25\), i.e. \(x = 4.75\) or \(x = 7.25\)
  • A1 for the height of the arch there: \(\frac{4.75 \times 7.25}{6} = 5.74\) (awrt)
  • A1ft for a correct conclusion: \(5.74 \gt 4.9\), so the lorry fits

Worked solution: The lorry's top corners are 1.25 m either side of the centre line, at \(x = 6 - 1.25 = 4.75\) and \(x = 6 + 1.25 = 7.25\).
There \(y = \frac{1}{6} \times 4.75 \times 7.25 = 5.74\) m (3 s.f.), which is greater than 4.9 m. So, according to the model, the lorry fits through the entrance.

(c) Answer: 5.74 m (3 s.f.)
  • B1ft for 5.74 m (awrt)

Worked solution: The greatest possible height is the height of the arch at \(x = 4.75\), i.e. \(5.74\) m (3 s.f.).

(d) Answer: e.g. there would be no clearance for movement or bouncing; the arch may not be exactly parabolic; the road may not be level
  • B1 for a sensible reason, e.g. a safety margin is needed, the lorry may sway or bounce, the arch is only approximately parabolic, or measurements are approximate

Worked solution: For example, the model gives the height exactly at the corners, leaving no clearance; in reality the lorry moves and the arch is only approximately parabolic, so a safety margin is needed.

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