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The diagram shows part of the graph of $y = e^{-x^2}$ - AQA - A-Level Maths Pure - Question 7 - 2019 - Paper 3

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The diagram shows part of the graph of $y = e^{-x^2}$. The graph is formed from two convex sections, where the gradient is increasing, and one concave section, wher... show full transcript

Worked Solution & Example Answer:The diagram shows part of the graph of $y = e^{-x^2}$ - AQA - A-Level Maths Pure - Question 7 - 2019 - Paper 3

Step 1

Find the values of $x$ for which the graph is concave.

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Answer

To determine the concavity of the graph, we need to find the second derivative of the function y=ex2y = e^{-x^2}. First, we compute the first derivative:

y=2xex2y' = -2xe^{-x^2}

Next, we find the second derivative:

y=2ex2+4x2ex2=ex2(4x22)y'' = -2e^{-x^2} + 4x^2 e^{-x^2} = e^{-x^2} (4x^2 - 2)

The graph is concave where the second derivative is negative:

ex2(4x22)<0e^{-x^2} (4x^2 - 2) < 0

Since ex2>0e^{-x^2} > 0 for all xx, we can focus on the inequality:

4x22<04x^2 - 2 < 0 4x2<24x^2 < 2 x2<12x^2 < \frac{1}{2} 22<x<22-\frac{\sqrt{2}}{2} < x < \frac{\sqrt{2}}{2}

Thus, the values for which the graph is concave are: x(22,22)x \in \left(-\frac{\sqrt{2}}{2}, \frac{\sqrt{2}}{2}\right)

Step 2

The finite region bounded by the $x$-axis and the lines $x = 0.1$ and $x = 0.5$ is shaded.

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Answer

To estimate the area under the curve using the trapezium rule with 4 strips between x=0.1x = 0.1 and x=0.5x = 0.5, we calculate the width of each strip:

h=0.50.14=0.1h = \frac{0.5 - 0.1}{4} = 0.1

Next, we find the values of the function at the boundaries and the intervals:

  • f(0.1)=e0.12approx0.904837f(0.1) = e^{-0.1^2} \\approx 0.904837
  • f(0.2)=e0.22approx0.818731f(0.2) = e^{-0.2^2} \\approx 0.818731
  • f(0.3)=e0.32approx0.740818f(0.3) = e^{-0.3^2} \\approx 0.740818
  • f(0.4)=e0.42approx0.670320f(0.4) = e^{-0.4^2} \\approx 0.670320
  • f(0.5)=e0.52approx0.606531f(0.5) = e^{-0.5^2} \\approx 0.606531

Using the trapezium rule formula:

Areah2(f(a)+2f1+2f2+2f3+f(b))\text{Area} \approx \frac{h}{2} (f(a) + 2f_1 + 2f_2 + 2f_3 + f(b))

Where:

  • f(a)=f(0.1)f(a) = f(0.1)
  • f(b)=f(0.5)f(b) = f(0.5)

The estimated area is:

0.12(0.904837+2(0.818731+0.740818+0.670320)+0.606531)0.361\approx \frac{0.1}{2} \left(0.904837 + 2(0.818731 + 0.740818 + 0.670320) + 0.606531 \right) \approx 0.361

Step 3

Explain with reference to your answer in part (a), why the answer you found in part (b) is an underestimate.

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Answer

In part (a), we found that the function is concave on the interval x(22,22)x \in \left(-\frac{\sqrt{2}}{2}, \frac{\sqrt{2}}{2}\right). However, within the range from x=0.1x = 0.1 to x=0.5x = 0.5, the graph is entirely concave down. This means that the trapezium rule, which approximates the area under the curve using linear segments, will always under-estimate the true area beneath a concave curve, as it does not account for the curvature. Therefore, the estimate calculated in part (b) is an underestimate.

Step 4

By considering the area of a rectangle, and using your answer to part (b), prove that the shaded area is 0.4 correct to 1 decimal place.

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Answer

To find an upper estimate using a rectangle, we can consider the rectangle that has the same width as the interval, from x=0.1x = 0.1 to x=0.5x = 0.5, with the height equal to the maximum value of the function within this range, which occurs at x=0.1x = 0.1:

Height=f(0.1)=0.904837\text{Height} = f(0.1) = 0.904837

Calculating the area of the rectangle:

Area=Width×Height=(0.50.1)×0.904837=0.4×0.9048370.36193748\text{Area} = \text{Width} \times \text{Height} = (0.5 - 0.1) \times 0.904837 = 0.4 \times 0.904837 \approx 0.36193748

Combined with the previous estimate from part (b), we can see:

It shows the shaded area approximates to:

0.36<0.4<0.400.36 < 0.4 < 0.40

Thus, the shaded area is 0.4 correct to 1 decimal place.

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