Mathematical Methods · Units 3 & 4

Stationary Points and Their Nature

Learn stationary points the easy way, with plain English intuition, worked examples and an auto marked practice test. Find local maxima, minima and stationary points of inflection for VCE Maths Methods Units 3 and 4.

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Flat. That is the one word that gives away a stationary point. As a graph climbs and dips, there are special moments where, just for an instant, it stops going up or down and runs perfectly level. Those flat spots are where the most interesting things happen: the highest profit, the lowest cost, the turning of the tide. Stationary points are how calculus finds them, and the whole trick is asking one simple question of the gradient.

What a stationary point really is

A stationary point is any place on a curve where the gradient is zero. The tangent line there is horizontal, so the curve is momentarily flat. That is the entire definition. Because the gradient of ff is given by its derivative f′(x)f'(x), finding stationary points means finding where the derivative equals zero.

f′(x)=0f'(x) = 0

Every stationary point comes from solving this one equation. The most common mistake in the whole topic is skipping it: students differentiate, then forget to actually set the derivative equal to zero before solving.

The three kinds, and how to tell them apart

Finding where f′(x)=0f'(x) = 0 tells you that the curve is flat, but not which way it is flat. There are three possibilities, and knowing the difference is called finding the nature of the stationary point.

A local maximum is a peak: the curve rises up to it and then falls away. A local minimum is a valley: the curve drops down to it and then climbs back. A stationary point of inflection is the odd one out: the curve flattens for an instant but then carries on in the same direction it was already heading, like a brief pause on a staircase.

The word “local” matters. A local maximum is the highest point in its own neighbourhood, not necessarily the highest point on the whole graph.

-1123 -10-55 (0, 0) local max (2, -4) local min
The cubic f(x) = x³ − 3x² is flat at both marked points: a local maximum at (0, 0) where it rises then falls, and a local minimum at (2, −4) where it falls then rises.

The sign diagram of the derivative

The cleanest way to find the nature is a sign diagram of f′(x)f'(x). The plan in plain English: the sign of the gradient on each side of the flat spot tells you whether the curve is rising or falling there, and that reveals the shape.

Mark each stationary point on a number line, then test a value of f′(x)f'(x) in each interval between and beyond them. You only care about the sign, plus or minus, not the size.

  • Gradient goes positive then negative (+  0  −+\;0\;-): the curve rises then falls, so you have a local maximum.
  • Gradient goes negative then positive (−  0  +-\;0\;+): the curve falls then rises, so you have a local minimum.
  • Gradient keeps the same sign on both sides (+  0  ++\;0\;+ or −  0  −-\;0\;-): the curve never turns around, so you have a stationary point of inflection.

A handy warning sign appears in the algebra. When f′(x)f'(x) has a repeated (squared) factor, such as (x−2)2(x - 2)^2, that factor cannot change sign, so the stationary point it produces is a point of inflection rather than a turning point. Spotting this early saves you from miscounting turning points.

How to actually do it

The same short recipe works every time.

  1. Differentiate to get f′(x)f'(x), then set f′(x)=0f'(x) = 0.
  2. Solve for xx. These are the xx coordinates of the stationary points.
  3. Substitute each xx back into the original f(x)f(x) to get the matching yy value, so you have full coordinates.
  4. Build a sign diagram of f′(x)f'(x) and read off the nature of each point.

Two traps catch students again and again. The first is stopping at step 2 and handing in only the xx value when the question asks for coordinates or for the maximum value. If a question asks for the maximum value, the answer is the yy coordinate, not the point and not the xx. The second is forgetting step 1’s equals zero, which leaves you solving f(x)=0f(x) = 0 by accident and finding intercepts instead of stationary points.

Lock it in with active recall

Cover the answer and say each one out loud before you flip. Rate yourself honestly — the cards you find hard come back sooner, the ones you know are spaced further out.

Active recall

Answer from memory first, then flip. Rate yourself and each card returns on a spaced schedule (1 → 3 → 7 → 16 days).

What equation locates every stationary point of ff?
A sign diagram of f′(x)f'(x) reads +  0  −+\;0\;- across a stationary point. What is its nature?
What does −  0  +-\;0\;+ in the sign diagram of f′(x)f'(x) tell you?
The gradient has the same sign on both sides of a flat spot (+  0  ++\;0\;+ or −  0  −-\;0\;-). What kind of point is it?
What algebraic feature in f′(x)f'(x) warns you a stationary point is an inflection, not a turning point?
A question asks for the maximum value of ff. What number do you give?
Recall · Rates of Change and Optimisation
The second-derivative test: where f′(x)=0f'(x) = 0, what do f′′(x)>0f''(x) > 0 and f′′(x)<0f''(x) < 0 tell you?
Recall · Chain Rule
To find stationary points of a composite like sin⁡(sin⁡2x)\sin(\sin 2x), what rule gives you f′(x)f'(x)?

See this recipe in action in the Worked Examples tab, then test yourself in Try It.

Worked examples

Worked Example 1Stationary points of a composite, from a real exam

With f(x)=sin⁡(x)f(x) = \sin(x) and g(x)=sin⁡(2x)g(x) = \sin(2x), find the xx-values of the stationary points of f∘gf \circ g on x∈[0,2π]x \in [0, 2\pi], and the range of f∘gf \circ g on that interval.

  1. 1

    Form the composite (f∘g)(x)=sin⁡(sin⁡2x)(f\circ g)(x) = \sin(\sin 2x) and differentiate with the chain rule.

    (f∘g)′(x)=cos⁡(sin⁡2x)⋅2cos⁡(2x)(f\circ g)'(x) = \cos(\sin 2x)\cdot 2\cos(2x)
  2. 2

    Since sin⁡(2x)∈[−1,1]\sin(2x)\in[-1,1], which never reaches ±π2\pm\tfrac{\pi}{2}, the factor cos⁡(sin⁡2x)\cos(\sin 2x) is always positive, so it is never zero. Stationary points therefore need cos⁡(2x)=0\cos(2x)=0.

    cos⁡(2x)=0  ⟹  2x=π2+kπ\cos(2x)=0 \implies 2x = \tfrac{\pi}{2} + k\pi
  3. 3

    Solve for xx within [0,2π][0, 2\pi].

    x=π4, 3π4, 5π4, 7π4x = \tfrac{\pi}{4},\ \tfrac{3\pi}{4},\ \tfrac{5\pi}{4},\ \tfrac{7\pi}{4}
  4. 4

    For the range, sin⁡(2x)∈[−1,1]\sin(2x)\in[-1,1], so sin⁡(sin⁡2x)\sin(\sin 2x) ranges over [−sin⁡1, sin⁡1][-\sin 1,\ \sin 1].

    range=[−sin⁡1, sin⁡1]\text{range} = [-\sin 1,\ \sin 1]
Answer
x=π4, 3π4, 5π4, 7π4;range=[−sin⁡1, sin⁡1]x = \tfrac{\pi}{4},\ \tfrac{3\pi}{4},\ \tfrac{5\pi}{4},\ \tfrac{7\pi}{4}; \quad \text{range} = [-\sin 1,\ \sin 1]

VCAA 2024 Mathematical Methods Exam 2, Section B Q5b

Worked Example 2Verifying a shared turning point, from a real exam

For f(x)=12−x(x−2)2f(x) = 12 - x(x - 2)^2 and g(x)=12x−3x2g(x) = 12x - 3x^2, verify that f(x)f(x) and g(x)g(x) both have a turning point at PP, and give the co-ordinates of PP.

  1. 1

    Differentiate g(x)=12x−3x2g(x) = 12x - 3x^2 and set the derivative to zero to find its turning point.

    g′(x)=12−6x=0  ⟹  x=2, g(2)=24−12=12g'(x) = 12 - 6x = 0 \implies x = 2,\ g(2) = 24 - 12 = 12
  2. 2

    Expand and differentiate f(x)=12−(x3−4x2+4x)f(x) = 12 - (x^3 - 4x^2 + 4x), then check x=2x = 2.

    f′(x)=−(3x2−8x+4),f′(2)=−(12−16+4)=0f'(x) = -(3x^2 - 8x + 4), \quad f'(2) = -(12 - 16 + 4) = 0
  3. 3

    Evaluate f(2)f(2) to confirm both curves turn at the same point.

    f(2)=12−2(0)2=12  ⟹  P=(2,12)f(2) = 12 - 2(0)^2 = 12 \implies P = (2, 12)
Answer
P=(2,12)P = (2, 12)

VCAA 2023 Mathematical Methods Exam 1, Q9b

Worked Example 3A cubic with two stationary points

Find the coordinates and nature of all stationary points of f(x)=x3−3x2f(x) = x^3 - 3x^2.

  1. 1

    Differentiate, then set the derivative equal to zero. This is the step students most often forget.

    f′(x)=3x2−6x=3x(x−2)=0f'(x) = 3x^2 - 6x = 3x(x - 2) = 0
  2. 2

    Solve for xx. These are the xx values where the curve is momentarily flat.

    x=0orx=2x = 0 \quad \text{or} \quad x = 2
  3. 3

    Find the matching yy values so you can give full coordinates, not just xx.

    f(0)=0,f(2)=8−12=−4f(0) = 0, \qquad f(2) = 8 - 12 = -4
  4. 4

    Build a sign diagram of f′(x)f'(x). Test a point in each interval: at x=−1x=-1, f′=9>0f'=9>0; at x=1x=1, f′=−3<0f'=-3<0; at x=3x=3, f′=9>0f'=9>0.

    +    0    −    0    ++ \;\; 0 \;\; - \;\; 0 \;\; +
  5. 5

    Read the nature off the sign change. Positive to negative is a local maximum; negative to positive is a local minimum.

    (0,0) is a local maximum,(2,−4) is a local minimum(0, 0) \text{ is a local maximum}, \quad (2, -4) \text{ is a local minimum}
Answer
(0,0) local maximum,(2,−4) local minimum(0, 0) \text{ local maximum}, \quad (2, -4) \text{ local minimum}
Worked Example 4A stationary point of inflection

Find the stationary point of f(x)=x3+1f(x) = x^3 + 1 and state its nature.

  1. 1

    Differentiate and set equal to zero.

    f′(x)=3x2=0  ⟹  x=0f'(x) = 3x^2 = 0 \implies x = 0
  2. 2

    Find the yy value to give the full coordinate.

    f(0)=1f(0) = 1
  3. 3

    Sign diagram of f′(x)=3x2f'(x) = 3x^2. At x=−1x=-1, f′=3>0f'=3>0; at x=1x=1, f′=3>0f'=3>0. The sign does NOT change.

    +    0    ++ \;\; 0 \;\; +
  4. 4

    Same sign on both sides means the curve flattens but keeps heading the same way. That is a stationary point of inflection.

    (0,1) is a stationary point of inflection(0, 1) \text{ is a stationary point of inflection}
Answer
(0,1) stationary point of inflection(0, 1) \text{ stationary point of inflection}
Worked Example 5A repeated factor warns you

The derivative of a function is f′(x)=(x+1)(x−2)2f'(x) = (x+1)(x-2)^2. Find the nature of each stationary point.

  1. 1

    Set f′(x)=0f'(x) = 0 to locate the stationary points.

    (x+1)(x−2)2=0  ⟹  x=−1  or  x=2(x+1)(x-2)^2 = 0 \implies x = -1 \;\text{or}\; x = 2
  2. 2

    Sign diagram. Across x=−1x=-1 the simple factor flips the sign; at x=−2x=-2, f′<0f'<0 and at x=0x=0, f′>0f'>0.

    x=−1:−    0    +x = -1: \quad - \;\; 0 \;\; +
  3. 3

    The squared factor (x−2)2(x-2)^2 is never negative, so the sign of f′(x)f'(x) does not change across x=2x=2. At x=1.5x=1.5, f′>0f'>0 and at x=3x=3, f′>0f'>0.

    x=2:+    0    +x = 2: \quad + \;\; 0 \;\; +
  4. 4

    Negative to positive gives a local minimum; no sign change gives a stationary point of inflection.

    x=−1 local minimum,x=2 stationary point of inflectionx = -1 \text{ local minimum}, \quad x = 2 \text{ stationary point of inflection}
Answer
x=−1 local minimum,x=2 stationary point of inflectionx = -1 \text{ local minimum}, \quad x = 2 \text{ stationary point of inflection}

Practice questions

Practice test

Try it yourself

9 questions, 14 marks

Choose your answers, then submit to see your score and the full worked solutions. Multiple choice is marked for you, just like Exam 2 Section A.

Q1.Let g:R→Rg:R\to R be defined by g(x)=4x3−3x4g(x) = 4x^3 - 3x^4. Find the coordinates of both stationary points of gg.

2marks

Work this on paper. The worked solution appears once you submit.

VCAA 2025 Mathematical Methods Exam 2, Section B Q1a

Q2.Let f:R→Rf:R\to R, f(x)=x(x−2)(x+1)f(x) = x(x - 2)(x + 1). Find the coordinates of the stationary points of ff.

2marks

Work this on paper. The worked solution appears once you submit.

VCAA 2023 Mathematical Methods Exam 2, Section B Q1b

Q3.Consider the case where w>0w > 0. Find, in terms of ww, the coordinates of the minimum point of the graph of y=(x−1)(x−w)y = (x - 1)(x - w).

2marks

Work this on paper. The worked solution appears once you submit.

VCAA 2025 Mathematical Methods Exam 1, Q9b.i

Q4.The xx coordinates of the stationary points of f(x)=x3−12xf(x) = x^3 - 12x are:

1mark
Need a hint?
Stationary points come from solving f′(x)=0f'(x) = 0, not f(x)=0f(x) = 0. Differentiate first, then solve.

Q5.A function has f′(x)=3(x−1)2f'(x) = 3(x - 1)^2. The point where x=1x = 1 is a:

1mark
Need a hint?
A squared factor can never go negative, so ask whether the gradient actually changes sign across x=1x = 1.

Q6.The sign diagram of f′(x)f'(x) reads +    0    −+\;\;0\;\;- across x=3x = 3. At x=3x = 3 the graph of ff has a:

1mark
Need a hint?
Positive gradient means rising, negative means falling. Sketch what rising-then-falling looks like.

Q7.The local minimum of f(x)=x2−6x+5f(x) = x^2 - 6x + 5 has coordinates:

1mark
Need a hint?
The question asks for coordinates, so once you find xx, substitute it back into f(x)f(x) for the yy value.

Q8.The maximum value of f(x)=−x2+4x+1f(x) = -x^2 + 4x + 1 is:

1mark
Need a hint?
The maximum *value* is a single number, the yy coordinate, not the xx value and not the full point.

Q9.For f(x)=x3−3x2−9xf(x) = x^3 - 3x^2 - 9x, find the coordinates of all stationary points and state the nature of each.

3marks

Work this on paper. The worked solution appears once you submit.

Frequently asked questions

How do I find stationary points of a function?
Differentiate the function to get the gradient, set that derivative equal to zero, and solve for x. Each solution is the x coordinate of a stationary point. Substitute each x back into the original function to get the full coordinates.
How do I tell whether a stationary point is a maximum, minimum, or inflection?
Use a sign diagram of the derivative. Test the sign of the gradient just before and just after the point. Positive then negative is a local maximum, negative then positive is a local minimum, and the same sign on both sides is a stationary point of inflection.
What is the difference between a stationary point of inflection and a turning point?
At a turning point the curve changes direction, rising to falling or falling to rising, so the gradient changes sign. At a stationary point of inflection the curve flattens but keeps heading the same way, so the gradient does not change sign. A repeated squared factor in the derivative is the usual giveaway for an inflection.