Using the second derivative in graph sketching
In Year 12 Mathematical Methods (Queensland, QCAA), the second derivative \(f''(x)\) tells you how a curve bends. Its sign gives the concavity (\(f''>0\) concave up, \(f''<0\) concave down); a point of inflection is where the concavity changes; and the second-derivative test classifies a stationary point as a maximum or minimum. Combining \(f'\) (stationary points) with \(f''\) (concavity and inflection) lets you sketch a full curve.
The second derivative \(f''(x)\) is the derivative of \(f'(x)\) — the rate of change of the gradient. Its sign measures how the curve bends: where \(f''(x)>0\) the gradient is increasing and the curve is concave up (it “holds water”); where \(f''(x)<0\) the gradient is decreasing and the curve is concave down.
A point of inflection is a point where the concavity changes — from concave up to concave down or the reverse. At such a point \(f''=0\), but that alone is not enough: you must check that \(f''\) actually changes sign there.
The second-derivative test classifies a stationary point \(x=a\) (where \(f'(a)=0\)): if \(f''(a)>0\) the curve is concave up so it is a local minimum; if \(f''(a)<0\) it is concave down so it is a local maximum; if \(f''(a)=0\) the test is inconclusive. Together, \(f'\) and \(f''\) give every feature needed to sketch a curve.
Concavity from the sign of the second derivative:
Point of inflection (both conditions are required):
The second-derivative test at a stationary point \(x=a\) (where \(f'(a)=0\)):
How to sketch a curve using the second derivative
- Find \(f'\) and the stationary points. Solve \(f'(x)=0\) for the \(x\)-values where the tangent is flat.
- Find \(f''\) and classify. Evaluate \(f''\) at each stationary point: \(f''>0\) gives a local minimum, \(f''<0\) a local maximum (if \(f''=0\), test the sign of \(f'\) on each side instead).
- Find the points of inflection. Solve \(f''(x)=0\), then confirm \(f''\) changes sign there; substitute back into \(f\) for the \(y\)-coordinate.
- Add intercepts and sketch. Factorise for the \(x\)-intercepts, find the \(y\)-intercept, plot every key point and join them following the concavity you found.
Differentiate twice, then evaluate \(f''\) at the point.
| \(f''(x)\) | \(=\) | \(6x\) |
| \(f''(2)\) | \(=\) | \(12>0\) |
Concave up, so \((2,-16)\) is a local minimum.
Find \(f''\), then use its sign and its zero.
| \(f''(x)\) | \(=\) | \(6x-6\) |
| \(f''>0\) | \(\Rightarrow\) | \(x>1\) (concave up) |
| \(f''=0,\ \text{sign change}\) | \(\Rightarrow\) | \((1,2)\) |
Concave up for \(x>1\); inflection at \((1,2)\).
\(f'\) locates the stationary points; \(f''\) classifies them.
| \(f'(x)=3x(x-2)\) | \(\Rightarrow\) | \(x=0,\ 2\) |
| \(f''(0)=-6\) | \(\Rightarrow\) | \((0,0)\) max |
| \(f''(2)=6\) | \(\Rightarrow\) | \((2,-4)\) min |
| \(f''=0\) | \(\Rightarrow\) | inflection \((1,-2)\) |
Intercepts \(x=0,\ 3\). The sketch joins these points:
Check whether \(f''\) changes sign at \(x=0\).
| \(f''(x)\) | \(=\) | \(12x^{2}\) |
| \(f''(-1)=12,\ f''(1)=12\) | \(\Rightarrow\) | no sign change |
No: \(f''\) stays positive, so \((0,0)\) is a local minimum, not an inflection.
Common pitfalls
Frequently asked questions
What does the second derivative tell you about a graph?
Its sign gives the concavity: \(f''>0\) is concave up, \(f''<0\) is concave down. Where the concavity changes there is a point of inflection.
How do you find a point of inflection?
Solve \(f''(x)=0\), then check that \(f''\) changes sign there. Substitute back into \(f\) for the \(y\)-coordinate.
What is the second-derivative test?
At a stationary point \(x=a\): \(f''(a)>0\Rightarrow\) local minimum, \(f''(a)<0\Rightarrow\) local maximum, \(f''(a)=0\Rightarrow\) inconclusive (test further).
Why is f''=0 not enough for a point of inflection?
The concavity must actually change. \(f''=0\) only flags a candidate; without a sign change (as in \(y=x^{4}\)) there is no inflection.
How do the first and second derivatives work together?
\(f'\) finds the stationary points; \(f''\) classifies them and finds inflections. Together with the intercepts, they give a full sketch.
What is the difference between a stationary point and an inflection?
A stationary point has \(f'=0\); an inflection has a change of concavity (\(f''\) changes sign). A stationary point of inflection, like \((0,0)\) on \(y=x^{3}\), is both at once.