Edexcel CP1 2024 June — Question 8 15 marks

Exam BoardEdexcel
ModuleCP1 (Core Pure 1)
Year2024
SessionJune
Marks15
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicSystems of differential equations
TypePredict population extinction or event time
DifficultyChallenging +1.2 This is a standard coupled differential equations problem requiring systematic elimination to form a second-order DE, solving using auxiliary equation methods (complex roots), finding particular solutions from initial conditions, and interpreting results. While it involves multiple steps and techniques, each step follows well-established procedures taught in Core Pure 1 with no novel insights required. The modeling context and interpretation parts (d-e) are straightforward applications.
Spec4.10h Coupled systems: simultaneous first order DEs

  1. A scientist is studying the effect of introducing a population of type \(A\) bacteria into a population of type \(B\) bacteria.
At time \(t\) days, the number of type \(A\) bacteria, \(x\), and the number of type \(B\) bacteria, \(y\), are modelled by the differential equations $$\begin{aligned} & \frac { \mathrm { d } x } { \mathrm {~d} t } = x + y \\ & \frac { \mathrm {~d} y } { \mathrm {~d} t } = 3 y - 2 x \end{aligned}$$
  1. Show that $$\frac { \mathrm { d } ^ { 2 } x } { \mathrm {~d} t ^ { 2 } } - 4 \frac { \mathrm {~d} x } { \mathrm {~d} t } + 5 x = 0$$
  2. Determine a general solution for the number of type \(A\) bacteria at time \(t\) days.
  3. Determine a general solution for the number of type \(B\) bacteria at time \(t\) days. The model predicts that, at time \(T\) hours, the number of bacteria in the two populations will be equal. Given that \(x = 100\) and \(y = 275\) when \(t = 0\)
  4. determine the value of \(T\), giving your answer to 2 decimal places.
  5. Suggest a limitation of the model.

Question 8:
Part (a):
AnswerMarks Guidance
Working/AnswerMark Guidance
\(\frac{d^2x}{dt^2}=\frac{dx}{dt}+\frac{dy}{dt}=\frac{dx}{dt}+3y-2x\)M1 Differentiates first equation and substitutes for \(\frac{dy}{dt}\) from second equation
\(=\frac{dx}{dt}+3\left(\frac{dx}{dt}-x\right)-2x\)M1 Proceeds to equation in \(x\) and \(\frac{dx}{dt}\) only by substituting for \(y\)
\(\frac{d^2x}{dt^2}-4\frac{dx}{dt}+5x=0\)A1* Achieves printed answer with no errors
Part (b):
AnswerMarks Guidance
Working/AnswerMark Guidance
\(m^2-4m+5=0 \Rightarrow m=\ldots\)M1 Uses model to form and solve Auxiliary Equation
\(m=2\pm i\)A1 Correct roots of AE
\(x=e^{\alpha t}(A\cos\beta t+B\sin\beta t)\)M1 Uses model to form Complementary Function appropriate for their roots; accept complex index form
\(x=e^{2t}(A\cos t+B\sin t)\)A1 Correct General Solution; must include \(x\); accept complex index form
Part (c):
AnswerMarks Guidance
Working/AnswerMark Guidance
\(y=\frac{dx}{dt}-x=e^{2t}(B\cos t - A\sin t+2A\cos t+2B\sin t)-e^{2t}(A\cos t+B\sin t)\)M1 Uses model and answer to part (b) to give \(y\) in terms of \(t\); must involve product rule attempt; or repeat whole process of (a) and (b) on \(y\)
\(y=e^{2t}\big((A+B)\cos t+(B-A)\sin t\big)\)A1 Correct simplified equation; like terms gathered; accept complex index form
Part (d):
AnswerMarks Guidance
Working/AnswerMark Guidance
\(A=100,\ 275=A+B \Rightarrow B=175\)M1 Realises need to use initial conditions; must have consistent constants
\(x=y \Rightarrow 100\cos t+175\sin t=275\cos t+75\sin t \Rightarrow \tan t=\ldots\)dM1 Sets \(x=y\) and collects to reach \(\tan t=\ldots\); alternatively convert to sine or cosine
\(\tan t=1.75\)A1 Correct equation; accept equivalent trig approaches
\(T=24\tan^{-1}(1.75)=\ldots\)M1 Solves their \(\tan t=\ldots\) and multiplies by 24; must be working in radians
\(=25.24\)A1 Correct value; ignore units
Part (e):
AnswerMarks Guidance
Working/AnswerMark Guidance
E.g. Both populations become negative for some times which is not possibleB1 Must have at least one correct general equation for \(x\) or \(y\); suggests suitable correct limitation — must focus on equations producing negative values; "gives negative values" is minimal acceptable answer; answers about unlimited growth without correct statement are B0
## Question 8:

### Part (a):
| Working/Answer | Mark | Guidance |
|---|---|---|
| $\frac{d^2x}{dt^2}=\frac{dx}{dt}+\frac{dy}{dt}=\frac{dx}{dt}+3y-2x$ | M1 | Differentiates first equation and substitutes for $\frac{dy}{dt}$ from second equation |
| $=\frac{dx}{dt}+3\left(\frac{dx}{dt}-x\right)-2x$ | M1 | Proceeds to equation in $x$ and $\frac{dx}{dt}$ only by substituting for $y$ |
| $\frac{d^2x}{dt^2}-4\frac{dx}{dt}+5x=0$ | A1* | Achieves printed answer with no errors |

### Part (b):
| Working/Answer | Mark | Guidance |
|---|---|---|
| $m^2-4m+5=0 \Rightarrow m=\ldots$ | M1 | Uses model to form and solve Auxiliary Equation |
| $m=2\pm i$ | A1 | Correct roots of AE |
| $x=e^{\alpha t}(A\cos\beta t+B\sin\beta t)$ | M1 | Uses model to form Complementary Function appropriate for their roots; accept complex index form |
| $x=e^{2t}(A\cos t+B\sin t)$ | A1 | Correct General Solution; must include $x$; accept complex index form |

### Part (c):
| Working/Answer | Mark | Guidance |
|---|---|---|
| $y=\frac{dx}{dt}-x=e^{2t}(B\cos t - A\sin t+2A\cos t+2B\sin t)-e^{2t}(A\cos t+B\sin t)$ | M1 | Uses model and answer to part (b) to give $y$ in terms of $t$; must involve product rule attempt; or repeat whole process of (a) and (b) on $y$ |
| $y=e^{2t}\big((A+B)\cos t+(B-A)\sin t\big)$ | A1 | Correct simplified equation; like terms gathered; accept complex index form |

### Part (d):
| Working/Answer | Mark | Guidance |
|---|---|---|
| $A=100,\ 275=A+B \Rightarrow B=175$ | M1 | Realises need to use initial conditions; must have consistent constants |
| $x=y \Rightarrow 100\cos t+175\sin t=275\cos t+75\sin t \Rightarrow \tan t=\ldots$ | dM1 | Sets $x=y$ and collects to reach $\tan t=\ldots$; alternatively convert to sine or cosine |
| $\tan t=1.75$ | A1 | Correct equation; accept equivalent trig approaches |
| $T=24\tan^{-1}(1.75)=\ldots$ | M1 | Solves their $\tan t=\ldots$ and multiplies by 24; must be working in radians |
| $=25.24$ | A1 | Correct value; ignore units |

### Part (e):
| Working/Answer | Mark | Guidance |
|---|---|---|
| E.g. Both populations become negative for some times which is not possible | B1 | Must have at least one correct general equation for $x$ or $y$; suggests suitable correct limitation — must focus on equations producing negative values; "gives negative values" is minimal acceptable answer; answers about unlimited growth without correct statement are B0 |
\begin{enumerate}
  \item A scientist is studying the effect of introducing a population of type $A$ bacteria into a population of type $B$ bacteria.
\end{enumerate}

At time $t$ days, the number of type $A$ bacteria, $x$, and the number of type $B$ bacteria, $y$, are modelled by the differential equations

$$\begin{aligned}
& \frac { \mathrm { d } x } { \mathrm {~d} t } = x + y \\
& \frac { \mathrm {~d} y } { \mathrm {~d} t } = 3 y - 2 x
\end{aligned}$$

(a) Show that

$$\frac { \mathrm { d } ^ { 2 } x } { \mathrm {~d} t ^ { 2 } } - 4 \frac { \mathrm {~d} x } { \mathrm {~d} t } + 5 x = 0$$

(b) Determine a general solution for the number of type $A$ bacteria at time $t$ days.\\
(c) Determine a general solution for the number of type $B$ bacteria at time $t$ days.

The model predicts that, at time $T$ hours, the number of bacteria in the two populations will be equal.

Given that $x = 100$ and $y = 275$ when $t = 0$\\
(d) determine the value of $T$, giving your answer to 2 decimal places.\\
(e) Suggest a limitation of the model.

\hfill \mbox{\textit{Edexcel CP1 2024 Q8 [15]}}