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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 > 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 7 - 2014 - 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->-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 7-2014-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 > 0, 0 < N < 5000 In the given equati... 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 > 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 7 - 2014 - Paper 8

Step 1

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

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Answer

To solve the differential equation, we will first separate the variables:

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

Integrating both sides gives:

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

The left integral yields:

ln(5000N)=kln(t)t1dt-\ln(5000 - N) = k \ln(t) - \int t^{-1} dt

The right integral is:

ln(5000N)=kln(t)ln(t)+C-\ln(5000 - N) = k \ln(t) - \ln(t) + C

By simplifying and exponentiating both sides, we have:

5000N=AektN=5000Aekt5000 - N = A e^{-kt} \\ N = 5000 - A e^{-kt}

where A is an arbitrary constant.

Step 2

(b) Find the exact value of the constant A and the exact value of the constant k.

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Answer

Using the conditions provided:

  1. At t = 1 (January 2001), N = 1200:

    1200=5000Aek(1)Aek=3800(1)1200 = 5000 - A e^{-k(1)} \\ A e^{-k} = 3800 \quad \text{(1)}

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

    1800=5000Aek(2)Ae2k=3200(2)1800 = 5000 - A e^{-k(2)} \\ A e^{-2k} = 3200 \quad \text{(2)}

Dividing equation (1) by equation (2):

38003200=ekk=ln(198)\frac{3800}{3200} = e^{k} \\ k = \ln\left(\frac{19}{8}\right)

Substituting back to find A:

Using (1):

Aek=3800A=9025A e^{-k} = 3800 \\ A = 9025

Thus, the values are:

  • A = 9025
  • k = \ln\left(\frac{19}{8}\right)

Step 3

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

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Answer

Using the formula found:

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

Substituting k:

N=50009025e5ln(198)N = 5000 - 9025 e^{-5\ln\left(\frac{19}{8}\right)}

Calculating, we find:

N=4402.828401...4400 (to the nearest hundred)N = 4402.828401... \approx 4400 \text{ (to the nearest hundred)}

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