At the top of a hill or the bottom of a valley the tangent is horizontal. Find where \(\dfrac{dy}{dx} = 0\), decide whether each point is a maximum or a minimum, and use them to sketch curves and solve optimisation problems.
Stationary points are where \(\dfrac{dy}{dx} = 0\). If \(\dfrac{d^{2}y}{dx^{2}} < 0\) there, the point is a maximum; if \(\dfrac{d^{2}y}{dx^{2}} > 0\), a minimum. If \(\dfrac{d^{2}y}{dx^{2}} = 0\), check the sign of \(\dfrac{dy}{dx}\) on either side instead.
Fig. 1: y = x³ − 3x² − 9x + 5 has a maximum at (−1, 10) and a minimum at (3, −22); the tangent is horizontal at both
Section 01
Where the gradient is zero.
In the lab, slide the point along the curve and watch the tangent. Stop wherever it lies flat: the gradient readout shows 0. Note whether the curve goes up then down there, or down then up.
Worked example Locate and classify
Find the stationary points of \(y = x^{3} - 3x^{2} - 9x + 5\) and determine their nature.
\(\dfrac{d^{2}y}{dx^{2}} = 0\) does NOT tell you the nature. Go back to the sign of \(\dfrac{dy}{dx}\) either side of the point, choosing \(x\)-values close to it.
Stage 1 · Learn
Check your understanding
Four quick checks. Each correct answer earns XP and records this skill on your profile.
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Which condition defines a stationary point?
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At a stationary point, \(\dfrac{d^{2}y}{dx^{2}} = -5\). What kind of point is it?
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Find the stationary point of \(y = x^{2} - 6x + 1\).
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At a stationary point \(x = a\), \(f''(a) = 0\). What should you do next?
Section 03
Sketching and optimising.
Stationary points, together with where the curve meets the axes, are enough to sketch most curves. In a problem in context, build a formula for the quantity to be maximised or minimised in ONE variable, then find its stationary point.
Worked example The largest box
An open box is made from a square sheet of card of side \(12\) cm by cutting a square of side \(x\) cm from each corner and folding up the sides. Find the maximum volume.
The base is \((12 - 2x)\) cm square and the height is \(x\) cm, so \(V = x(12 - 2x)^{2} = 4x^{3} - 48x^{2} + 144x\).
\(x = 6\) leaves no base (\(V = 0\)), so \(x = 2\) for \(0 < x < 6\).
\(\dfrac{d^{2}V}{dx^{2}} = 24x - 96 = -48 < 0\) at \(x = 2\): a maximum.
\(V = 2 \times 8^{2} = 128\).
Answer: Maximum volume \(128\ \text{cm}^{3}\) (when \(x = 2\)).
Examiner trap
Answer the question asked: 'find the maximum volume' wants \(V = 128\), not \(x = 2\). And always show that the point IS a maximum, with the second derivative or a sign check.
Stage 2 · Exam
Exam-style questions
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Exam style+20 XP
Find the stationary points of the curve \(y = x + \dfrac{4}{x}\) and their nature.
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Squares of side \(x\) cm are cut from the corners of a \(12\) cm by \(12\) cm sheet, which is folded into an open box. Find the maximum volume of the box, in \(\text{cm}^{3}\).
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The curve \(y = x^{3} + ax^{2} + bx\) has a stationary point at \((1, -5)\). Find \(a\) and \(b\).
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Find the coordinates of the maximum point on \(y = 2x^{3} - 6x + 1\).
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Stationary points, classified.
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