The behavior of a curve's concavity is governed by the second derivative, . If , the curve is convex; if , the curve is concave.
Consequently, a point of inflection must occur at a value of where or where is undefined, as these are the only places where the sign of the second derivative can potentially flip.
It is the change in sign of that is the necessary and sufficient condition for an inflection point, not merely the fact that .
Step 1: Differentiation: Calculate the first derivative and then the second derivative using standard differentiation rules.
Step 2: Locate Candidates: Set and solve for . These values are potential points of inflection.
Step 3: Sign Testing: Test the value of slightly to the left and slightly to the right of your candidate -value. If the sign changes (e.g., from positive to negative), it is a confirmed point of inflection.
Step 4: Coordinate Completion: Substitute the confirmed -value back into the original function to find the corresponding -coordinate.
| Feature | Stationary Point of Inflection | Non-Stationary Point of Inflection |
|---|---|---|
| First Derivative | ||
| Second Derivative | ||
| Visual Appearance | Curve flattens out momentarily | Curve passes through at an angle |
| Example Shape | at the origin | at the origin |
A Stationary Point of Inflection is a special case where the point is also a stationary point (the gradient is zero).
A Non-Stationary Point of Inflection occurs when the curve changes concavity while still having a non-zero slope.
Always show the sign change test: Examiners often award marks specifically for proving that changes sign. Simply stating is usually insufficient for full marks.
Check the original function: Ensure you use to find the -coordinate, not or , which is a common mistake under exam pressure.
Distinguish from Extrema: Remember that for a maximum or minimum, is strictly positive or negative. If you find while looking for stationary points, you must investigate it as a potential inflection point.
The Trap: A common misconception is that automatically guarantees a point of inflection. For example, in , , but the point is a local minimum because the concavity does not change.
Ignoring Undefined Points: In some functions (like rational functions), a point of inflection can occur where the second derivative is undefined, provided the function itself is defined there and the concavity changes.
Confusing Convex/Concave: Always verify your local definitions. Generally, 'convex' means 'concave up' (like a cup) and 'concave' means 'concave down' (like a cave).