Stationary points and optimisation

211 questions · 17 question types identified

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Find range where function increasing/decreasing

A question is this type if and only if it asks to find the set of values of x (or range) for which a given function is increasing or decreasing, requiring solving an inequality involving the derivative.

30 Moderate -0.4
14.2% of questions
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3 Find the set of values of \(x\) for which \(x ^ { 2 } - 7 x\) is a decreasing function.
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Easiest question Moderate -0.8 »
Given \(y = \frac { x ^ { 3 } } { 3 } - 2 x ^ { 2 } + 3 x + 5\)
  1. find \(\frac { \mathrm { d } y } { \mathrm {~d} x }\), simplifying each term.
  2. Hence find the set of values of \(x\) for which \(\frac { \mathrm { d } y } { \mathrm {~d} x } > 0\)
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Hardest question Standard +0.8 »
The diagram below shows a sketch of the graph of \(y = f'(x)\) for the interval \([x_1, x_5]\). \includegraphics{figure_13}
  1. Find the interval on which \(f(x)\) is both decreasing and convex. Give reasons for your answer. [2]
  2. Write down the \(x\)-coordinate of a point of inflection of the graph of \(y = f(x)\). [1]
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Find stationary points coordinates

A question is this type if and only if it asks to find the coordinates of stationary/turning points of a given curve by setting the first derivative equal to zero, without requiring optimisation of a real-world quantity.

25 Moderate -0.2
11.8% of questions
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Find the coordinates of the stationary point on the curve with equation \(y = 2x^2 - 12x\). [4]
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Easiest question Easy -1.2 »
Find the coordinates of the stationary point on the curve with equation \(y = 2 x ^ { 2 } - 12 x\).
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Hardest question Standard +0.8 »
11. \begin{figure}[h]
\includegraphics[alt={},max width=\textwidth]{96e004d9-c6b6-474b-9b67-06e1771c609e-22_760_1182_248_443} \captionsetup{labelformat=empty} \caption{Figure 5}
\end{figure} Figure 5 shows a sketch of the curve \(C\) with equation \(y = \mathrm { f } ( x )\).
The curve \(C\) crosses the \(x\)-axis at the origin, \(O\), and at the points \(A\) and \(B\) as shown in Figure 5. Given that $$f ^ { \prime } ( x ) = k - 4 x - 3 x ^ { 2 }$$ where \(k\) is constant,
  1. show that \(C\) has a point of inflection at \(x = - \frac { 2 } { 3 }\) Given also that the distance \(A B = 4 \sqrt { 2 }\)
  2. find, showing your working, the integer value of \(k\).
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Second derivative test justification

A question is this type if and only if it explicitly requires finding d²y/dx² and using its sign at a stationary point to justify the nature of that point as part of the answer.

24 Moderate -0.5
11.4% of questions
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4 A curve has equation \(y = x + \frac { 1 } { x }\).
Use calculus to show that the curve has a turning point at \(x = 1\).
Show also that this point is a minimum.
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Easiest question Moderate -0.8 »
2. A curve has equation $$y = x ^ { 3 } - x ^ { 2 } - 16 x + 2$$
  1. Using calculus, find the \(x\) coordinates of the stationary points of the curve.
  2. Justify, by further calculus, the nature of all of the stationary points of the curve.
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Hardest question Standard +0.3 »
2 A cubic curve has equation \(y = x ^ { 3 } - 3 x ^ { 2 } + 1\).
  1. Use calculus to find the coordinates of the turning points on this curve. Determine the nature of these turning points.
  2. Show that the tangent to the curve at the point where \(x = - 1\) has gradient 9 . Find the coordinates of the other point, P , on the curve at which the tangent has gradient 9 and find the equation of the normal to the curve at P . Show that the area of the triangle bounded by the normal at P and the \(x\) - and \(y\)-axes is 8 square units.
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Classify nature of stationary points

A question is this type if and only if it asks to determine whether a stationary point is a maximum or minimum (using second derivative or sign change of first derivative), either standalone or as a follow-up to finding stationary points.

23 Moderate -0.1
10.9% of questions
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The function f is defined by $$f(x) = x^2 + 2 \cos x \text{ for } -\pi \leq x \leq \pi$$ Determine whether the curve with equation \(y = f(x)\) has a point of inflection at the point where \(x = 0\) Fully justify your answer. [4 marks]
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Easiest question Moderate -0.8 »
10
  1. Given that \(y = \frac { 1 } { 3 } x ^ { 3 } - 9 x\), find \(\frac { \mathrm { d } y } { \mathrm {~d} x }\).
  2. Find the coordinates of the stationary points on the curve \(y = \frac { 1 } { 3 } x ^ { 3 } - 9 x\).
  3. Determine whether each stationary point is a maximum point or a minimum point.
  4. Given that \(24 x + 3 y + 2 = 0\) is the equation of the tangent to the curve at the point ( \(p , q\) ), find \(p\) and \(q\).
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Hardest question Standard +0.8 »
2 A curve has equation \(y = \mathrm { f } ( x )\) The curve has a point of inflection at \(x = 7\) It is given that \(\mathrm { f } ^ { \prime } ( 7 ) = a\) and \(\mathrm { f } ^ { \prime \prime } ( 7 ) = b\), where \(a\) and \(b\) are real numbers. Identify which one of the statements below must be true.
Circle your answer. \(\mathrm { f } ^ { \prime } ( 7 ) \neq 0\) \(\mathrm { f } ^ { \prime } ( 7 ) = 0\) \(\mathrm { f } ^ { \prime \prime } ( 7 ) \neq 0\) \(\mathrm { f } ^ { \prime \prime } ( 7 ) = 0\)
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Show formula then optimise: cylinder/prism (single variable)

Questions where the shape is a cylinder or prism (rectangular, triangular, etc.) with a single constraint (fixed surface area or volume), requiring showing a formula in one variable then using calculus to find the optimum value.

19 Standard +0.2
9.0% of questions
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3 A cylindrical metal tin of radius \(r \mathrm {~cm}\) is closed at both ends. It has a volume of \(16000 \pi \mathrm {~cm} ^ { 3 }\).
  1. Show that its total surface area, \(A \mathrm {~cm} ^ { 2 }\), is given by \(A = 2 \pi r ^ { 2 } + 32000 \pi r ^ { - 1 }\).
  2. Use calculus to determine the minimum total surface area of the tin. You should justify that it is a minimum.
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Easiest question Moderate -0.3 »
  1. In this question you must show all stages of your working.
\section*{Solutions based entirely on calculator technology are not acceptable.} \begin{figure}[h]
\includegraphics[alt={},max width=\textwidth]{f6af51c1-5f85-4952-b3c4-9dca42b2a309-04_629_995_411_534} \captionsetup{labelformat=empty} \caption{Figure 2}
\end{figure} A brick is in the shape of a cuboid with width \(x \mathrm {~cm}\) ,length \(3 x \mathrm {~cm}\) and height \(h \mathrm {~cm}\) ,as shown in Figure 2. The volume of the brick is \(972 \mathrm {~cm} ^ { 3 }\)
  1. Show that the surface area of the brick,\(S \mathrm {~cm} ^ { 2 }\) ,is given by $$S = 6 x ^ { 2 } + \frac { 2592 } { x }$$
  2. Find \(\frac { \mathrm { d } S } { \mathrm {~d} x }\)
  3. Hence find the value of \(x\) for which \(S\) is stationary.
  4. Find \(\frac { \mathrm { d } ^ { 2 } S } { \mathrm {~d} x ^ { 2 } }\) and hence show that the value of \(x\) found in part(c)gives the minimum value of \(S\) .
  5. Hence find the minimum surface area of the brick.
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Hardest question Standard +0.8 »
7 \includegraphics[max width=\textwidth, alt={}, center]{7fc02f90-8f8b-4153-bba1-dc0807124e96-5_421_944_251_242} The diagram shows a model for the roof of a toy building. The roof is in the form of a solid triangular prism \(A B C D E F\). The base \(A C F D\) of the roof is a horizontal rectangle, and the crosssection \(A B C\) of the roof is an isosceles triangle with \(A B = B C\). The lengths of \(A C\) and \(C F\) are \(2 x \mathrm {~cm}\) and \(y \mathrm {~cm}\) respectively, and the height of \(B E\) above the base of the roof is \(x \mathrm {~cm}\). The total surface area of the five faces of the roof is \(600 \mathrm {~cm} ^ { 2 }\) and the volume of the roof is \(V \mathrm {~cm} ^ { 3 }\).
  1. Show that \(V = k x \left( 300 - x ^ { 2 } \right)\), where \(k = \sqrt { a } + b\) and \(a\) and \(b\) are integers to be determined.
  2. Use differentiation to determine the value of \(x\) for which the volume of the roof is a maximum.
  3. Find the maximum volume of the roof. Give your answer in \(\mathrm { cm } ^ { 3 }\), correct to the nearest integer.
  4. Explain why, for this roof, \(x\) must be less than a certain value, which you should state.
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Determine constant from stationary point condition

A question is this type if and only if it gives a curve with an unknown constant and states that a particular point is a stationary point (or gives the gradient there), requiring the constant to be found before further analysis.

17 Standard +0.0
8.1% of questions
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A curve is such that \(\frac{\text{d}y}{\text{d}x} = 3x^2 + ax + b\). The curve has stationary points at \((-1, 2)\) and \((3, k)\). Find the values of the constants \(a\), \(b\) and \(k\). [8]
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Easiest question Moderate -0.8 »
13 The curve with equation \(\mathrm { y } = \mathrm { px } + \frac { 8 } { \mathrm { x } ^ { 2 } } + \mathrm { q }\), where \(p\) and \(q\) are constants, has a stationary point at \(( 2,7 )\).
  1. Determine the values of \(p\) and \(q\).
  2. Find \(\frac { d ^ { 2 } y } { d x ^ { 2 } }\).
  3. Hence determine the nature of the stationary point at (2, 7).
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Hardest question Challenging +1.2 »
\includegraphics{figure_5} Figure 5 shows a sketch of the curve \(C\) with equation \(y = f(x)\). The curve \(C\) crosses the \(x\)-axis at the origin, \(O\), and at the points \(A\) and \(B\) as shown in Figure 5. Given that $$f'(x) = k - 4x - 3x^2$$ where \(k\) is constant.
  1. show that \(C\) has a point of inflection at \(x = -\frac{2}{3}\) [3] Given also that the distance \(AB = 4\sqrt{2}\)
  2. find, showing your working, the integer value of \(k\). [5]
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Find stationary point then sketch curve

A question is this type if and only if it asks to find turning points and then use those (along with axis intercepts) to sketch the curve, making the sketch an explicit required output.

16 Moderate -0.3
7.6% of questions
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4
  1. Differentiate \(x ^ { 3 } - 3 x ^ { 2 } - 9 x\). Hence find the \(x\)-coordinates of the stationary points on the curve \(y = x ^ { 3 } - 3 x ^ { 2 } - 9 x\), showing which is the maximum and which the minimum.
  2. Find, in exact form, the coordinates of the points at which the curve crosses the \(x\)-axis.
  3. Sketch the curve.
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Easiest question Moderate -0.8 »
10 The equation of a curve is \(y = 7 + 6 x - x ^ { 2 }\).
  1. Use calculus to find the coordinates of the turning point on this curve. Find also the coordinates of the points of intersection of this curve with the axes, and sketch the curve.
  2. Find \(\int _ { 1 } ^ { 5 } \left( 7 + 6 x - x ^ { 2 } \right) \mathrm { d } x\), showing your working.
  3. The curve and the line \(y = 12\) intersect at ( 1,12 ) and ( 5,12 ). Using your answer to part (ii), find the area of the finite region between the curve and the line \(y = 12\). \begin{figure}[h]
    \includegraphics[alt={},max width=\textwidth]{15b8f97b-c058-409f-907f-cb0a6102abc4-5_643_1034_331_513} \captionsetup{labelformat=empty} \caption{Fig. 11}
    \end{figure} The equation of the curve shown in Fig. 11 is \(y = x ^ { 3 } - 6 x + 2\).
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Hardest question Standard +0.8 »
The curve \(y = ax^4 + bx^3 + 18x^2\) has a point of inflection at \((1, 11)\).
  1. Show that \(2a + b + 6 = 0\). [2]
  2. Find the values of the constants \(a\) and \(b\) and show that the curve has another point of inflection at \((3, 27)\). [8]
  3. Sketch the curve, identifying all the stationary points including their nature. [6]
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Optimise perimeter or area of 2D region

A question is this type if and only if it involves a 2D region (rectangle, sector, composite shape, enclosure) where a constraint links two dimensions, and calculus is used to minimise perimeter or maximise area.

15 Standard +0.4
7.1% of questions
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A rectangle is inscribed in a semicircle with centre \(O\) and radius 4. The point \(P ( x , y )\) is the vertex of the rectangle in the first quadrant as shown in the diagram. \includegraphics[max width=\textwidth, alt={}, center]{72bb1603-edbd-4e2e-bf2b-f33bb667e61b-6_553_929_1430_593}
a) Express the area \(A\) of the rectangle as a function of \(x\).
b) Show that the maximum value of \(A\) occurs when \(y = x\).
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Easiest question Moderate -0.3 »
5 \includegraphics[max width=\textwidth, alt={}, center]{581ef815-59f0-434e-a7ec-9128e74c0323-2_256_1113_1366_516} The diagram shows a rectangular enclosure, with a wall forming one side. A rope, of length 20 metres, is used to form the remaining three sides. The width of the enclosure is x metres.
  1. Show that the enclosed area, \(\mathrm { Am } ^ { 2 }\), is given by $$A = 20 x - 2 x ^ { 2 } .$$
  2. Use differentiation to find the maximum value of A .
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Hardest question Hard +2.3 »
  1. Find an expression, in terms of \(x\), for the area \(A\) of \(R\).
  2. Show that \(\frac { \mathrm { d } A } { \mathrm {~d} x } = \frac { 1 } { 4 } ( \pi - 2 x - 2 \sin x ) \sec ^ { 2 } \frac { x } { 2 }\).
  3. Prove that the maximum value of \(A\) occurs when \(\frac { \pi } { 4 } < x < \frac { \pi } { 3 }\).
  4. Prove that \(\tan \frac { \pi } { 8 } = \sqrt { } 2 - 1\).
  5. Show that the maximum value of \(A > \frac { \pi } { 4 } ( \sqrt { } 2 - 1 )\).
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Optimise geometric shape surface area/volume

A question is this type if and only if it involves a 3D geometric shape (cylinder, cuboid, prism, cone, etc.) where one dimension is eliminated using a volume or surface area constraint, and calculus is used to maximise or minimise the remaining quantity.

7 Standard +0.3
3.3% of questions
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  1. Express \(h\) in terms of \(r\) and hence show that the volume, \(V \mathrm {~cm} ^ { 3 }\), of the cylinder is given by $$V = 12 \pi r ^ { 2 } - 2 \pi r ^ { 3 }$$
  2. Given that \(r\) varies, find the stationary value of \(V\).
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Show formula then optimise: composite/irregular shape

Questions where the shape is a composite or irregular figure (e.g. pool with sector, barrel with hemisphere, garden with rectangles and sector), requiring deriving a formula from geometric constraints before optimising.

7 Standard +0.5
3.3% of questions
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8 \includegraphics[max width=\textwidth, alt={}, center]{e3942549-bfc0-432a-bf49-7d01d44af01a-6_533_524_246_772} The diagram shows a container which consists of a cylinder with a solid base and a hemispherical top. The radius of the cylinder is \(r \mathrm {~cm}\) and the height is \(h \mathrm {~cm}\). The container is to be made of thin plastic. The volume of the container is \(45 \pi \mathrm {~cm} ^ { 3 }\).
  1. Show that the surface area of the container, \(A \mathrm {~cm} ^ { 2 }\), is given by $$A = \frac { 5 } { 3 } \pi r ^ { 2 } + \frac { 90 \pi } { r } .$$ [The volume of a sphere is \(V = \frac { 4 } { 3 } \pi r ^ { 3 }\) and the surface area of a sphere is \(S = 4 \pi r ^ { 2 }\).]
  2. Use calculus to find the minimum surface area of the container, justifying that it is a minimum.
  3. Suggest a reason why the manufacturer would wish to minimise the surface area.
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Prove curve has no turning points

A question is this type if and only if it asks to prove or show that a given curve has no stationary/turning points, typically by showing the discriminant of the derivative is negative.

6 Moderate -0.1
2.8% of questions
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Prove that the curve with equation $$y = 2x^5 + 5x^4 + 10x^3 - 8$$ has only one stationary point, stating its coordinates. [6 marks]
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Optimise cost or profit model

A question is this type if and only if it involves a real-world cost, profit, or journey-cost function expressed algebraically, and calculus is used to find the minimum cost or maximum profit.

5 Moderate -0.1
2.4% of questions
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9. The total cost \(C\), in \(\pounds\), for a certain car journey, is modelled by $$C = \frac { 200 } { V } + \frac { 2 V } { 25 } , V > 30 ,$$ where \(V\) is the average speed in miles per hour.
a) Find the value of \(V\) for which \(C\) is stationary.
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Stationary points of surface (multivariable)

A question is this type if and only if it involves a surface z = f(x, y) and requires finding stationary points using partial derivatives with respect to both x and y simultaneously.

5 Challenging +1.1
2.4% of questions
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3 A surface has equation \(z = x ^ { 2 } y ^ { 2 } - 3 x y + 2 x + y\) for all real values of \(x\) and \(y\). Determine the coordinates of all stationary points of this surface.
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Prove or show increasing/decreasing function

A question is this type if and only if it asks to prove, show, or verify that a given function is always increasing, always decreasing, or never negative/positive in gradient, typically by showing the derivative has a fixed sign for all x.

4 Moderate -0.8
1.9% of questions
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2. $$f ( x ) = 2 - x - x ^ { 3 } .$$ Show that \(\mathrm { f } ( x )\) is decreasing for all values of \(x\).
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Open box from cut-corner sheet

A question is this type if and only if it involves cutting squares of side x from corners of a rectangular sheet and folding to form an open box, requiring derivation of the volume formula and calculus optimisation.

4 Moderate -0.2
1.9% of questions
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\includegraphics{figure_2} A rectangular sheet of metal measures 50 cm by 40 cm. Squares of side \(x\) cm are cut from each corner of the sheet and the remainder is folded along the dotted lines to make an open tray, as shown in Fig. 2.
  1. Show that the volume, \(V\) cm\(^3\), of the tray is given by $$V = 4x(x^2 - 45x + 500)$$ [3]
  2. State the range of possible values of \(x\). [1]
  3. Find the value of \(x\) for which \(V\) is a maximum. [4]
  4. Hence find the maximum value of \(V\). [2]
  5. Justify that the value of \(V\) you found in part (d) is a maximum. [2]
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Find x-coordinates with given gradient

A question is this type if and only if it asks to find the x-coordinates of points on a curve where the gradient equals a specified non-zero value, requiring setting the derivative equal to that value and solving.

3 Moderate -0.3
1.4% of questions
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2. In this question you must show all stages of your working. \section*{Solutions relying on calculator technology are not acceptable.} A curve has equation $$y = 3 x ^ { 5 } + 4 x ^ { 3 } - x + 5$$ The points \(P\) and \(Q\) lie on the curve.
The gradient of the curve at both point \(P\) and point \(Q\) is 2
Find the \(x\) coordinates of \(P\) and \(Q\).
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Show formula then optimise: cost/non-geometric objective

Questions where the quantity to be optimised is a cost, revenue, or other non-purely-geometric quantity (e.g. polishing cost per cm²), requiring showing a cost/objective formula then optimising it.

1 Standard +0.3
0.5% of questions
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9. A solid glass cylinder, which is used in an expensive laser amplifier, has a volume of \(75 \pi \mathrm {~cm} ^ { 3 }\).
The cost of polishing the surface area of this glass cylinder is \(\pounds 2\) per \(\mathrm { cm } ^ { 2 }\) for the curved surface area and \(\pounds 3\) per \(\mathrm { cm } ^ { 2 }\) for the circular top and base areas. Given that the radius of the cylinder is \(r \mathrm {~cm}\),
  1. show that the cost of the polishing, \(\pounds C\), is given by $$C = 6 \pi r ^ { 2 } + \frac { 300 \pi } { r }$$
  2. Use calculus to find the minimum cost of the polishing, giving your answer to the nearest pound.
  3. Justify that the answer that you have obtained in part (b) is a minimum.
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