Edexcel Paper 2 2018 June — Question 14 10 marks

Exam BoardEdexcel
ModulePaper 2 (Paper 2)
Year2018
SessionJune
Marks10
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicExponential Functions
TypeLogistic growth model
DifficultyStandard +0.3 This is a standard logistic growth question requiring substitution (part a), quotient rule differentiation with algebraic manipulation (part b), finding maximum by setting derivative to zero (part c), and identifying horizontal asymptote (part d). While it involves multiple steps and careful algebra, all techniques are routine A-level calculus with no novel problem-solving required, making it slightly easier than average.
Spec1.02z Models in context: use functions in modelling1.06a Exponential function: a^x and e^x graphs and properties1.07o Increasing/decreasing: functions using sign of dy/dx1.07r Chain rule: dy/dx = dy/du * du/dx and connected rates

  1. A scientist is studying a population of mice on an island.
The number of mice, \(N\), in the population, \(t\) months after the start of the study, is modelled by the equation $$N = \frac { 900 } { 3 + 7 \mathrm { e } ^ { - 0.25 t } } , \quad t \in \mathbb { R } , \quad t \geqslant 0$$
  1. Find the number of mice in the population at the start of the study.
  2. Show that the rate of growth \(\frac { \mathrm { d } N } { \mathrm {~d} t }\) is given by \(\frac { \mathrm { d } N } { \mathrm {~d} t } = \frac { N ( 300 - N ) } { 1200 }\) The rate of growth is a maximum after \(T\) months.
  3. Find, according to the model, the value of \(T\). According to the model, the maximum number of mice on the island is \(P\).
  4. State the value of \(P\).

Question 14:
Part (a):
AnswerMarks Guidance
Answer/WorkingMark Guidance
\(N = 90\) when \(t = 0\)B1 AO3.4
Part (b) – Way 1:
AnswerMarks Guidance
Answer/WorkingMark Guidance
\(\frac{dN}{dt} = -900(3+7e^{-0.25t})^{-2}(7(-0.25)e^{-0.25t})\) \(\left\{=\frac{900(0.25)(7)e^{-0.25t}}{(3+7e^{-0.25t})^2}\right\}\)M1 AO2.1 – attempts chain/quotient rule or implicit differentiation
Correct differentiation statementA1 AO1.1b
\(\Rightarrow \frac{dN}{dt} = \frac{900(0.25)\left(\frac{900}{N}-3\right)}{\left(\frac{900}{N}\right)^2}\)dM1 AO2.1 – complete attempt eliminating \(t\) to link \(\frac{dN}{dt}\) and \(N\) only
Correct algebra leading to \(\frac{dN}{dt} = \frac{N(300-N)}{1200}\) *A1* AO1.1b
Part (b) – Way 2:
AnswerMarks Guidance
Answer/WorkingMark Guidance
\(\frac{dN}{dt} = -900(3+7e^{-0.25t})^{-2}(7(-0.25)e^{-0.25t})\) \(\left\{=\frac{900(0.25)(7)e^{-0.25t}}{(3+7e^{-0.25t})^2}\right\}\)M1 AO2.1
Correct differentiation statementA1 AO1.1b
\(\frac{N(300-N)}{1200} = \frac{\left(\frac{900}{3+7e^{-0.25t}}\right)\left(300-\frac{900}{3+7e^{-0.25t}}\right)}{1200}\)dM1 AO2.1 – complete substitution of \(N=\frac{900}{3+7e^{-0.25t}}\) into RHS
LHS \(= \frac{1575e^{-0.25t}}{(3+7e^{-0.25t})^2}\); RHS \(= \frac{900(300(3+7e^{-0.25t})-900)}{1200(3+7e^{-0.25t})^2} = \frac{1575e^{-0.25t}}{(3+7e^{-0.25t})^2}\) and states LHS = RHSA1* AO1.1b
Part (b) – Way 3:
AnswerMarks Guidance
Answer/WorkingMark Guidance
\(\int\frac{1}{N(300-N)}dN = \int\frac{1}{1200}dt\)M1 AO2.1 – separates variables, partial fractions, integrates to give ln terms
\(\frac{1}{300}\ln N - \frac{1}{300}\ln(300-N) = \frac{1}{1200}t\ \{+c\}\)A1 AO1.1b
Uses \(t=0, N=90\) to find constant; obtains \(\lambda e^{\frac{1}{4}t} = f(N)\)dM1 AO2.1
Correct manipulation leading to \(N = \frac{900}{3+7e^{-0.25t}}\) *A1* AO1.1b
Part (b) – Way 4:
AnswerMarks Guidance
Answer/WorkingMark Guidance
\(e^{-0.25t} = \frac{1}{7}\left(\frac{900}{N}-3\right) \Rightarrow e^{-0.25t} = \frac{900-3N}{7N}\); \(\Rightarrow t = -4(\ln(900-3N)-\ln(7N))\)M1 AO2.1 – valid attempt to make \(t\) subject, find two ln derivatives
\(\frac{dt}{dN} = -4\left(\frac{-3}{900-3N}-\frac{7}{7N}\right)\)A1 AO1.1b
Forms common denominator: \(\frac{dt}{dN} = 4\left(\frac{1}{300-N}+\frac{1}{N}\right) \Rightarrow \frac{dt}{dN} = 4\left(\frac{N+300-N}{N(300-N)}\right)\)dM1 AO2.1
\(\frac{dt}{dN} = \left(\frac{1200}{N(300-N)}\right) \Rightarrow \frac{dN}{dt} = \frac{N(300-N)}{1200}\) *A1* AO1.1b
Part (c):
AnswerMarks Guidance
Answer/WorkingMark Guidance
Deduces \(N=150\) (can be implied)B1 AO2.2a – \(\frac{dN}{dt}\) maximised when \(N=150\); note: \(\frac{d^2N}{dt^2}=\frac{dN}{dt}\left(\frac{300}{1200}-\frac{2N}{1200}\right)=0 \Rightarrow N=150\) acceptable
\(150 = \frac{900}{3+7e^{-0.25T}} \Rightarrow e^{-0.25T} = \frac{3}{7}\)M1 AO3.4 – uses model with \(N=150\), proceeds to \(e^{-0.25T}=k,\ k>0\)
\(T = -4\ln\left(\frac{3}{7}\right)\)dM1 AO1.1b – correct use of logarithms
\(T = -4\ln\left(\frac{3}{7}\right)\) or \(T \approx\) awrt 3.4 (months)A1 AO1.1b
Notes for (c): Ignore units for \(T\). Applying \(300=\frac{900}{3+7e^{-0.25t}}\) or \(0=\frac{900}{3+7e^{-0.25t}}\) is M0 dM0 A0. M1 dM1 can only be gained using \(N\) in range \(90 < N < 300\).
Part (d):
AnswerMarks Guidance
Answer/WorkingMark Guidance
Either 299 or 300B1 AO3.4 – accept 299
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## Question 14:

**Part (a):**

| Answer/Working | Mark | Guidance |
|---|---|---|
| $N = 90$ when $t = 0$ | B1 | AO3.4 |

**Part (b) – Way 1:**

| Answer/Working | Mark | Guidance |
|---|---|---|
| $\frac{dN}{dt} = -900(3+7e^{-0.25t})^{-2}(7(-0.25)e^{-0.25t})$ $\left\{=\frac{900(0.25)(7)e^{-0.25t}}{(3+7e^{-0.25t})^2}\right\}$ | M1 | AO2.1 – attempts chain/quotient rule or implicit differentiation |
| Correct differentiation statement | A1 | AO1.1b |
| $\Rightarrow \frac{dN}{dt} = \frac{900(0.25)\left(\frac{900}{N}-3\right)}{\left(\frac{900}{N}\right)^2}$ | dM1 | AO2.1 – complete attempt eliminating $t$ to link $\frac{dN}{dt}$ and $N$ only |
| Correct algebra leading to $\frac{dN}{dt} = \frac{N(300-N)}{1200}$ * | A1* | AO1.1b |

**Part (b) – Way 2:**

| Answer/Working | Mark | Guidance |
|---|---|---|
| $\frac{dN}{dt} = -900(3+7e^{-0.25t})^{-2}(7(-0.25)e^{-0.25t})$ $\left\{=\frac{900(0.25)(7)e^{-0.25t}}{(3+7e^{-0.25t})^2}\right\}$ | M1 | AO2.1 |
| Correct differentiation statement | A1 | AO1.1b |
| $\frac{N(300-N)}{1200} = \frac{\left(\frac{900}{3+7e^{-0.25t}}\right)\left(300-\frac{900}{3+7e^{-0.25t}}\right)}{1200}$ | dM1 | AO2.1 – complete substitution of $N=\frac{900}{3+7e^{-0.25t}}$ into RHS |
| LHS $= \frac{1575e^{-0.25t}}{(3+7e^{-0.25t})^2}$; RHS $= \frac{900(300(3+7e^{-0.25t})-900)}{1200(3+7e^{-0.25t})^2} = \frac{1575e^{-0.25t}}{(3+7e^{-0.25t})^2}$ and states LHS = RHS | A1* | AO1.1b |

**Part (b) – Way 3:**

| Answer/Working | Mark | Guidance |
|---|---|---|
| $\int\frac{1}{N(300-N)}dN = \int\frac{1}{1200}dt$ | M1 | AO2.1 – separates variables, partial fractions, integrates to give ln terms |
| $\frac{1}{300}\ln N - \frac{1}{300}\ln(300-N) = \frac{1}{1200}t\ \{+c\}$ | A1 | AO1.1b |
| Uses $t=0, N=90$ to find constant; obtains $\lambda e^{\frac{1}{4}t} = f(N)$ | dM1 | AO2.1 |
| Correct manipulation leading to $N = \frac{900}{3+7e^{-0.25t}}$ * | A1* | AO1.1b |

**Part (b) – Way 4:**

| Answer/Working | Mark | Guidance |
|---|---|---|
| $e^{-0.25t} = \frac{1}{7}\left(\frac{900}{N}-3\right) \Rightarrow e^{-0.25t} = \frac{900-3N}{7N}$; $\Rightarrow t = -4(\ln(900-3N)-\ln(7N))$ | M1 | AO2.1 – valid attempt to make $t$ subject, find two ln derivatives |
| $\frac{dt}{dN} = -4\left(\frac{-3}{900-3N}-\frac{7}{7N}\right)$ | A1 | AO1.1b |
| Forms common denominator: $\frac{dt}{dN} = 4\left(\frac{1}{300-N}+\frac{1}{N}\right) \Rightarrow \frac{dt}{dN} = 4\left(\frac{N+300-N}{N(300-N)}\right)$ | dM1 | AO2.1 |
| $\frac{dt}{dN} = \left(\frac{1200}{N(300-N)}\right) \Rightarrow \frac{dN}{dt} = \frac{N(300-N)}{1200}$ * | A1* | AO1.1b |

**Part (c):**

| Answer/Working | Mark | Guidance |
|---|---|---|
| Deduces $N=150$ (can be implied) | B1 | AO2.2a – $\frac{dN}{dt}$ maximised when $N=150$; note: $\frac{d^2N}{dt^2}=\frac{dN}{dt}\left(\frac{300}{1200}-\frac{2N}{1200}\right)=0 \Rightarrow N=150$ acceptable |
| $150 = \frac{900}{3+7e^{-0.25T}} \Rightarrow e^{-0.25T} = \frac{3}{7}$ | M1 | AO3.4 – uses model with $N=150$, proceeds to $e^{-0.25T}=k,\ k>0$ |
| $T = -4\ln\left(\frac{3}{7}\right)$ | dM1 | AO1.1b – correct use of logarithms |
| $T = -4\ln\left(\frac{3}{7}\right)$ or $T \approx$ awrt 3.4 (months) | A1 | AO1.1b |

**Notes for (c):** Ignore units for $T$. Applying $300=\frac{900}{3+7e^{-0.25t}}$ or $0=\frac{900}{3+7e^{-0.25t}}$ is M0 dM0 A0. M1 dM1 can only be gained using $N$ in range $90 < N < 300$.

**Part (d):**

| Answer/Working | Mark | Guidance |
|---|---|---|
| Either 299 or 300 | B1 | AO3.4 – accept 299 |

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\begin{enumerate}
  \item A scientist is studying a population of mice on an island.
\end{enumerate}

The number of mice, $N$, in the population, $t$ months after the start of the study, is modelled by the equation

$$N = \frac { 900 } { 3 + 7 \mathrm { e } ^ { - 0.25 t } } , \quad t \in \mathbb { R } , \quad t \geqslant 0$$

(a) Find the number of mice in the population at the start of the study.\\
(b) Show that the rate of growth $\frac { \mathrm { d } N } { \mathrm {~d} t }$ is given by $\frac { \mathrm { d } N } { \mathrm {~d} t } = \frac { N ( 300 - N ) } { 1200 }$

The rate of growth is a maximum after $T$ months.\\
(c) Find, according to the model, the value of $T$.

According to the model, the maximum number of mice on the island is $P$.\\
(d) State the value of $P$.

\hfill \mbox{\textit{Edexcel Paper 2 2018 Q14 [10]}}