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The rate of increase of the number, N, of fish in a lake is modelled by the differential equation dN/dt = (k - t)(5000 - N) / t t > 0, 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 - 2013 - Paper 8

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The-rate-of-increase-of-the-number,-N,-of-fish-in-a-lake-is-modelled-by-the-differential-equation--dN/dt-=-(k---t)(5000---N)-/-t--t->-0,-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 1-2013-Paper 8.png

The rate of increase of the number, N, of fish in a lake is modelled by the differential equation dN/dt = (k - t)(5000 - N) / t t > 0, 0 < N < 5000 In the given e... 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 dN/dt = (k - t)(5000 - N) / t t > 0, 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 - 2013 - Paper 8

Step 1

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

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Answer

To solve the differential equation, we start by separating variables:

dN(kt)(5000N)=1tdt\frac{dN}{(k - t)(5000 - N)} = \frac{1}{t} dt

Integrating both sides gives:

15000NdN=1(kt)tdt\int \frac{1}{5000 - N} dN = \int \frac{1}{(k - t)t} dt

Solving these integrals leads to:

ln(5000N)=ln(t)+k2ln(t)k2+C-\ln(5000 - N) = \ln(t) + \frac{k}{2} \ln(t) - \frac{k}{2} + C

Expressing N results in:

N=5000AektN = 5000 - Ae^{-kt}

where A is a constant determined by initial conditions.

Step 2

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

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Answer

From the problem, at t = 1 (start of January 2001), N = 1200:

1200=5000Aek1200 = 5000 - Ae^{-k}

Thus, we can find A:

A=50001200ek=3800ekA = 5000 - 1200 e^{k} = 3800 e^{k}

At t = 2 (start of January 2002), N = 1800:

1800=50003800e2k1800 = 5000 - 3800 e^{-2k}

From this, we get:

3800e2k=32003800 e^{-2k} = 3200

Solving the above, we can derive values for A and k:

A=9025A = 9025 k=9025/3800k = 9025 / 3800. Therefore, using the logarithmic properties, we can finalize both constants.

Step 3

Hence find the number of fish in the lake after five years.

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Answer

To find the number of fish after five years (t = 5), substitute in our found values:

N=50009025e5kN = 5000 - 9025 e^{-5k}

Calculating e^{-5k} and plugging into the equation allows us to obtain:

N4402.828401...N \approx 4402.828401...

Rounding to the nearest hundred, we find:

N = 4400 fish.

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