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In a controlled experiment, the number of microbes, N, present in a culture T days after the start of the experiment were counted - Edexcel - A-Level Maths Pure - Question 13 - 2017 - Paper 1

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In a controlled experiment, the number of microbes, N, present in a culture T days after the start of the experiment were counted. N and T are expected to satisfy a... show full transcript

Worked Solution & Example Answer:In a controlled experiment, the number of microbes, N, present in a culture T days after the start of the experiment were counted - Edexcel - A-Level Maths Pure - Question 13 - 2017 - Paper 1

Step 1

Show that this relationship can be expressed in the form log₁₀N = m log₁₀T + c

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Answer

Starting from the equation ( N = aT^b ), we take the logarithm base 10 of both sides:

log10N=log10(aTb)\log_{10}N = \log_{10}(aT^b)

Using the property of logarithms, this can be expressed as:

log10N=log10a+log10(Tb)=log10a+blog10T\log_{10}N = \log_{10}a + \log_{10}(T^b) = \log_{10}a + b \log_{10}T

This rearranges to:

log10N=blog10T+log10a\log_{10}N = b \log_{10}T + \log_{10}a

Thus, we define ( m = b ) and ( c = \log_{10}a ).

Step 2

Use the information provided to estimate the number of microbes present in the culture 3 days after the start of the experiment.

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Answer

From the graph (Figure 3), we can identify the coordinates for ( T = 3 ) days. By assuming the line of best fit suggests:

( \log_{10}N \approx 2.3 + 0.63 \cdot \log_{10}3 )

Using ( \log_{10}3 \approx 0.477 ), we calculate:

log10N2.3+0.630.4772.3+0.30051=2.60051\log_{10}N \approx 2.3 + 0.63 \cdot 0.477 \approx 2.3 + 0.30051 = 2.60051

Thus, finding ( N ) gives us:

N102.60051398.1N \approx 10^{2.60051} \approx 398.1

So, the estimated number of microbes is approximately 800.

Step 3

Explain why the information provided could not reliably be used to estimate the day when the number of microbes in the culture first exceeds 1,000,000.

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Answer

For ( N = 1,000,000 ), we have:

log10N=log10(1,000,000)=6\log_{10}N = \log_{10}(1,000,000) = 6

The graph provides values for ( \log_{10}N ) between 1.8 and 4.5. However, it does not extend to 6, therefore we cannot be certain about the exact point at which ( N ) exceeds 1,000,000. We can only interpolate within the recorded limits.

Step 4

With reference to the model, interpret the value of the constant a.

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Answer

In the model ( N = a T^b ), the constant ( a ) represents the initial number of microbes present in the culture at time ( T = 1 ) day. Specifically, when ( T = 1 ):

N=a1b=aN = a \cdot 1^b = a

Thus, ( a ) gives the baseline microbial population before the growth described by the power law begins.

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