C4 June 2015 Q7
7.
A team of biologists is studying a population of a particular species of animal.
The population is modelled by the differential equation \[\frac{\mathrm{d}P}{\mathrm{d}t} = \frac{1}{2}P(P - 2)\cos 2t, \quad t \geqslant 0\] where \(P\) is the population in thousands, and \(t\) is the time measured in years since the start of the study.
Given that \(P = 3\) when \(t = 0\),
Give your answer in years to 3 significant figures. (3)
| Scheme | Marks |
|---|---|
| \(\dfrac{2}{P(P - 2)} = \dfrac{A}{P} + \dfrac{B}{(P - 2)}\) | |
| \(2 \equiv A(P - 2) + BP\) Can be implied. | M1 |
| \(A = -1, B = 1\) Either one. | A1 |
| giving \(\dfrac{1}{(P - 2)} - \dfrac{1}{P}\) See notes. cao, aef | A1 |
| (3) |
Notes
M1: Forming a correct identity. For example, \(2 \equiv A(P - 2) + BP\) from \(\dfrac{2}{P(P - 2)} = \dfrac{A}{P} + \dfrac{B}{(P - 2)}\)
Note: \(A\) and \(B\) are not referred to in question.
A1: Either one of \(A = -1\) or \(B = 1\).
A1: \(\dfrac{1}{(P - 2)} - \dfrac{1}{P}\) or any equivalent form. This answer cannot be recovered from part (b).
Note: M1A1A1 can also be given for a candidate who finds both \(A = -1\) and \(B = 1\) and \(\dfrac{A}{P} + \dfrac{B}{(P - 2)}\) is seen in their working.
Note: Candidates can use ‘cover-up’ rule to write down \(\dfrac{1}{(P - 2)} - \dfrac{1}{P}\), so as to gain all three marks.
Note: Equating coefficients from \(2 \equiv A(P - 2) + BP\) gives \(A + B = 2, -2A = 2 \Rightarrow A = -1, B = 1\)
| Scheme | Marks |
|---|---|
| \(\dfrac{\mathrm{d}P}{\mathrm{d}t} = \dfrac{1}{2}P(P - 2)\cos 2t\) | |
| \(\displaystyle\int \dfrac{2}{P(P - 2)}\,\mathrm{d}P = \displaystyle\int \cos 2t\,\mathrm{d}t\) can be implied by later working | B1 oe |
| \(\ln(P - 2) - \ln P = \dfrac{1}{2}\sin 2t\ \ (+c)\) \(\pm\lambda\ln(P - 2) \pm \mu\ln P,\ \lambda \neq 0, \mu \neq 0\) \(\ln(P - 2) - \ln P = \dfrac{1}{2}\sin 2t\) | M1 A1 |
| \(\{t = 0, P = 3 \Rightarrow\}\ \ln 1 - \ln 3 = 0 + c\ \ \left\{\Rightarrow c = -\ln 3 \text{ or } \ln\left(\tfrac{1}{3}\right)\right\}\) See notes | M1 |
| \(\ln(P - 2) - \ln P = \dfrac{1}{2}\sin 2t - \ln 3\) \(\ln\left(\dfrac{3(P - 2)}{P}\right) = \dfrac{1}{2}\sin 2t\) | |
| \(\dfrac{3(P - 2)}{P} = \mathrm{e}^{\frac{1}{2}\sin 2t}\) Starting from an equation of the form \(\pm\lambda\ln(P - \beta) \pm \mu\ln P = \pm K\sin\delta t + c\), \(\lambda, \mu, \beta, K, \delta \neq 0\), applies a fully correct method to eliminate their logarithms. Must have a constant of integration that need not be evaluated (see note) | M1 |
| \(3(P - 2) = P\mathrm{e}^{\frac{1}{2}\sin 2t} \Rightarrow 3P - 6 = P\mathrm{e}^{\frac{1}{2}\sin 2t}\) gives \(3P - P\mathrm{e}^{\frac{1}{2}\sin 2t} = 6 \Rightarrow P(3 - \mathrm{e}^{\frac{1}{2}\sin 2t}) = 6\) A complete method of rearranging to make \(P\) the subject. Must have a constant of integration that need not be evaluated (see note) | dM1 |
| \(P = \dfrac{6}{(3 - \mathrm{e}^{\frac{1}{2}\sin 2t})}\) * Correct proof. | A1 * cso |
| (7) |
Notes
B1: Separates variables as shown on the Mark Scheme. \(\mathrm{d}P\) and \(\mathrm{d}t\) should be in the correct positions, though this mark can be implied by later working. Ignore the integral signs.
Note: Eg: \(\displaystyle\int \dfrac{2}{P^2 - 2P}\,\mathrm{d}P = \displaystyle\int \cos 2t\,\mathrm{d}t\) or \(\displaystyle\int \dfrac{1}{P(P - 2)}\,\mathrm{d}P = \dfrac{1}{2}\displaystyle\int \cos 2t\,\mathrm{d}t\) o.e. are also fine for B1.
1st M1: \(\pm\lambda\ln(P - 2) \pm \mu\ln P,\ \lambda \neq 0, \mu \neq 0\). Also allow \(\pm\lambda\ln(M(P - 2)) \pm \mu\ln NP\); \(M, N\) can be 1.
Note: Condone \(2\ln(P - 2) + 2\ln P\) or \(2\ln(P(P - 2))\) or \(2\ln(P^2 - 2P)\) or \(\ln(P^2 - 2P)\)
1st A1: Correct result of \(\ln(P - 2) - \ln P = \dfrac{1}{2}\sin 2t\) or \(2\ln(P - 2) - 2\ln P = \sin 2t\) o.e. with or without \(+c\)
2nd M1: Some evidence of using both \(t = 0\) and \(P = 3\) in an integrated equation containing a constant of integration. Eg: \(c\) or \(A\), etc.
3rd M1: Starting from an equation of the form \(\pm\lambda\ln(P - \beta) \pm \mu\ln P = \pm K\sin\delta t + c\), \(\lambda, \mu, \beta, K, \delta \neq 0\), applies a fully correct method to eliminate their logarithms.
4th M1: dependent on the third method mark being awarded.
A complete method of rearranging to make \(P\) the subject. Condone sign slips or constant errors.
Note: For the 3rd M1 and 4th M1 marks, a candidate needs to have included a constant of integration, in their working. eg. \(c\), \(A\), \(\ln A\) or an evaluated constant of integration.
2nd A1: Correct proof of \(P = \dfrac{6}{(3 - \mathrm{e}^{\frac{1}{2}\sin 2t})}\). Note: This answer is given in the question.
Note: \(\ln\left(\dfrac{(P - 2)}{P}\right) = \dfrac{1}{2}\sin 2t + c\) followed by \(\dfrac{(P - 2)}{P} = \mathrm{e}^{\frac{1}{2}\sin 2t} + \mathrm{e}^{c}\) is 3rd M0, 4th M0, 2nd A0.
Note: \(\ln\left(\dfrac{(P - 2)}{P}\right) = \dfrac{1}{2}\sin 2t + c \to \dfrac{(P - 2)}{P} = \mathrm{e}^{\frac{1}{2}\sin 2t + c} \to \dfrac{(P - 2)}{P} = \mathrm{e}^{\frac{1}{2}\sin 2t} + \mathrm{e}^{c}\) is final M1M0A0
4th M1 for making \(P\) the subject
Note there are three type of manipulations here which are considered acceptable for making \(P\) the subject.
(1) M1 for \(\dfrac{3(P - 2)}{P} = \mathrm{e}^{\frac{1}{2}\sin 2t} \Rightarrow 3(P - 2) = P\mathrm{e}^{\frac{1}{2}\sin 2t} \Rightarrow 3P - 6 = P\mathrm{e}^{\frac{1}{2}\sin 2t} \Rightarrow P(3 - \mathrm{e}^{\frac{1}{2}\sin 2t}) = 6\)
\(\Rightarrow P = \dfrac{6}{(3 - \mathrm{e}^{\frac{1}{2}\sin 2t})}\)
(2) M1 for \(\dfrac{3(P - 2)}{P} = \mathrm{e}^{\frac{1}{2}\sin 2t} \Rightarrow 3 - \dfrac{6}{P} = \mathrm{e}^{\frac{1}{2}\sin 2t} \Rightarrow 3 - \mathrm{e}^{\frac{1}{2}\sin 2t} = \dfrac{6}{P} \Rightarrow\Rightarrow P = \dfrac{6}{(3 - \mathrm{e}^{\frac{1}{2}\sin 2t})}\)
(3) M1 for \(\left\{\ln(P - 2) + \ln P = \dfrac{1}{2}\sin 2t + \ln 3 \Rightarrow\right\} P(P - 2) = 3\mathrm{e}^{\frac{1}{2}\sin 2t} \Rightarrow P^2 - 2P = 3\mathrm{e}^{\frac{1}{2}\sin 2t}\)
\(\Rightarrow (P - 1)^2 - 1 = 3\mathrm{e}^{\frac{1}{2}\sin 2t}\) leading to \(P = \ldots\)
Method 2 for Q7(b)
| Scheme | Marks |
|---|---|
| \(\ln(P - 2) - \ln P = \dfrac{1}{2}\sin 2t\ \ (+c)\) As before for… | B1M1A1 |
| \(\ln\left(\dfrac{(P - 2)}{P}\right) = \dfrac{1}{2}\sin 2t + c\) | |
| \(\dfrac{(P - 2)}{P} = \mathrm{e}^{\frac{1}{2}\sin 2t + c}\) or \(\dfrac{(P - 2)}{P} = A\mathrm{e}^{\frac{1}{2}\sin 2t}\) Starting from an equation of the form \(\pm\lambda\ln(P - \beta) \pm \mu\ln P = \pm K\sin\delta t + c\), \(\lambda, \mu, \beta, K, \delta \neq 0\), applies a fully correct method to eliminate their logarithms. Must have a constant of integration that need not be evaluated (see note) | 3rd M1 |
| \((P - 2) = AP\mathrm{e}^{\frac{1}{2}\sin 2t} \Rightarrow P - AP\mathrm{e}^{\frac{1}{2}\sin 2t} = 2\) \(\Rightarrow P(1 - A\mathrm{e}^{\frac{1}{2}\sin 2t}) = 2 \Rightarrow P = \dfrac{2}{(1 - A\mathrm{e}^{\frac{1}{2}\sin 2t})}\) A complete method of rearranging to make \(P\) the subject. Condone sign slips or constant errors. Must have a constant of integration that need not be evaluated (see note) | 4th dM1 |
| \(\{t = 0, P = 3 \Rightarrow\}\ 3 = \dfrac{2}{(1 - A\mathrm{e}^{\frac{1}{2}\sin 2(0)})}\) See notes (Allocate this mark as the 2nd M1 mark on ePEN). | 2nd M1 |
| \(\left\{\Rightarrow 3 = \dfrac{2}{(1 - A)} \Rightarrow A = \dfrac{1}{3}\right\}\) | |
| \(\Rightarrow P = \dfrac{2}{\left(1 - \frac{1}{3}\mathrm{e}^{\frac{1}{2}\sin 2t}\right)} \Rightarrow P = \dfrac{6}{(3 - \mathrm{e}^{\frac{1}{2}\sin 2t})}\) * Correct proof. | A1 * cso |
| Scheme | Marks |
|---|---|
| \(\{\text{population} = 4000 \Rightarrow\}\ P = 4\) States \(P = 4\) or applies \(P = 4\) | M1 |
| \(\dfrac{1}{2}\sin 2t = \ln\left(\dfrac{3(4 - 2)}{4}\right)\ \left\{= \ln\left(\dfrac{3}{2}\right)\right\}\) Obtains \(\pm\lambda\sin 2t = \ln k\) or \(\pm\lambda\sin t = \ln k\), \(\lambda \neq 0, k > 0\) where \(\lambda\) and \(k\) are numerical values and \(\lambda\) can be 1 | M1 |
| \(t = 0.4728700467\ldots\) anything that rounds to 0.473 Do not apply isw here | A1 |
| (3) | |
| (13 marks) |
Notes
M1: States \(P = 4\) or applies \(P = 4\)
M1: Obtains \(\pm\lambda\sin 2t = \ln k\) or \(\pm\lambda\sin t = \ln k\), where \(\lambda\) and \(k\) are numerical values and \(\lambda\) can be 1
A1: anything that rounds to 0.473. (Do not apply isw here)
Note: Do not apply ignore subsequent working for A1. (Eg: 0.473 followed by 473 years is A0.)
Note: Use of \(P = 4000\): Without the mention of \(P = 4\), \(\dfrac{1}{2}\sin 2t = \ln 2.9985\) or \(\sin 2t = 2\ln 2.9985\) or \(\sin 2t = 2.1912\ldots\) will usually imply M0M1A0
Note: Use of Degrees: \(t\) = awrt 27.1 will usually imply M1M1A0