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The rate of increase of the number, N, of fish in a lake is modelled by the differential equation $$\frac{dN}{dt} = \frac{(k - t)(5000 - N)}{t} \\ t > 0, \quad 0 < N < 5000$$ In the given equation, the time t is measured in years from the start of January 2000 and k is a positive constant - Edexcel - A-Level Maths Pure - Question 1 - 2014 - Paper 8

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Question 1

The-rate-of-increase-of-the-number,-N,-of-fish-in-a-lake-is-modelled-by-the-differential-equation-$$\frac{dN}{dt}-=-\frac{(k---t)(5000---N)}{t}-\\--t->-0,-\quad-0-<-N-<-5000$$--In-the-given-equation,-the-time-t-is-measured-in-years-from-the-start-of-January-2000-and-k-is-a-positive-constant-Edexcel-A-Level Maths Pure-Question 1-2014-Paper 8.png

The rate of increase of the number, N, of fish in a lake is modelled by the differential equation $$\frac{dN}{dt} = \frac{(k - t)(5000 - N)}{t} \\ t > 0, \quad 0 < ... show full transcript

Worked Solution & Example Answer:The rate of increase of the number, N, of fish in a lake is modelled by the differential equation $$\frac{dN}{dt} = \frac{(k - t)(5000 - N)}{t} \\ t > 0, \quad 0 < N < 5000$$ In the given equation, the time t is measured in years from the start of January 2000 and k is a positive constant - Edexcel - A-Level Maths Pure - Question 1 - 2014 - Paper 8

Step 1

By solving the differential equation, show that $N = 5000 - Ae^{-kt}$

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Answer

To solve the differential equation (\frac{dN}{dt} = \frac{(k - t)(5000 - N)}{t}), we can separate variables.

  1. Rearranging the equation yields: dN5000N=(kt)tdt\frac{dN}{5000 - N} = \frac{(k - t)}{t} dt

  2. Integrating both sides: dN5000N=(kt)tdt\int \frac{dN}{5000 - N} = \int \frac{(k - t)}{t} dt

  3. This results in: ln(5000N)=kln(t)ttdt-\ln(5000 - N) = k\ln(t) - \int\frac{t}{t} dt

  4. Simplifying, we get: ln(5000N)=kln(t)t+C-\ln(5000 - N) = k\ln(t) - t + C

  5. Exponentiating both sides leads to: 5000N=eCtket5000 - N = e^{C}t^{-k}e^{-t}

  6. Letting (A = e^{C}) gives us: N=5000AektN = 5000 - Ae^{-kt}.

Step 2

Find the exact value of the constant A and the exact value of the constant k.

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Answer

Using the information given:

  1. After one year (January 2001): N(1)=1200=5000Aek(1)A=50001200ekN(1) = 1200 = 5000 - Ae^{-k(1)} \\ \Rightarrow A = 5000 - 1200 e^{k}

  2. After two years (January 2002): N(2)=1800=5000Aek(2)A=50001800e2kN(2) = 1800 = 5000 - Ae^{-k(2)} \\ \Rightarrow A = 5000 - 1800 e^{2k}

  3. Setting the expressions for A equal: 50001200ek=50001800e2k5000 - 1200 e^k = 5000 - 1800 e^{2k}

  4. Rearranging yields: 1200ek=1800e2k23=ek1200 e^k = 1800 e^{2k} \\ \Rightarrow \frac{2}{3} = e^{k}

  5. Taking natural log gives: k=ln(23)k = \ln\left(\frac{2}{3}\right)

  6. Substituting k back into the equation for A, we find: A=5000120023=3800A = 5000 - 1200 * \frac{2}{3} = 3800.

Step 3

Hence find the number of fish in the lake after five years. Give your answer to the nearest hundred fish.

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Answer

Using the equation derived:

  1. At t = 5: N(5)=50003800e5kN(5) = 5000 - 3800 e^{-5k}

  2. Substituting the value of k: N(5)=50003800(23)5N(5) = 5000 - 3800 \left(\frac{2}{3}\right)^{5}

  3. Calculate: N(5)=50003800322434402.83N(5) = 5000 - 3800 * \frac{32}{243} \approx 4402.83

  4. Rounding gives: N4400N \approx 4400 fish.

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