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Curve Analysis and Sketching · Tutorial 833 of 1495

Inflection Points and Concavity Changes

Determine whether concavity actually changes across a candidate point, including when the second derivative is zero or unavailable.

Intermediate 9 min read

What You'll Learn

  • Define an inflection point by a change in concavity across a point on the graph
  • Use second-derivative signs on intervals to identify changes from concave down to concave up, or vice versa
  • Explain why a zero second derivative is only a candidate, not proof of an inflection point
  • Test points where the second derivative is undefined or does not exist
  • Exclude domain breaks and discontinuities from being inflection points
  • Apply a systematic interval-by-interval test to classify candidates

What Makes a Point an Inflection Point?

A graph can bend upward on one part of its domain and downward on another. A point where that bending changes is an inflection point. The key is the change in concavity: a point does not become an inflection point merely because a derivative has a special value there.

For a candidate \(x=c\), compare the concavity on intervals just to the left and right of \(c\). If the graph changes from concave down to concave up, or from concave up to concave down, and the function is continuous at \(c\), then \((c,f(c))\) is an inflection point.

Definition: A point \((c,f(c))\) is an inflection point if \(f\) is continuous at \(c\) and the concavity of \(f\) changes as \(x\) passes through \(c\). In this course, concave up means that the graph lies below its chords, and concave down means that it lies above its chords.

The continuity condition ensures that the point belongs to the graph as it passes from one kind of bending to the other. If \(f(c)\) is not defined, there is no graph point there. If \(f\) is discontinuous at \(c\), the graph does not pass continuously through a point where its concavity changes.

How the Second Derivative Helps

On an interval where \(f\) is twice differentiable, the sign of \(f''\) indicates concavity. If \(f''(x)>0\) throughout the interval, then \(f\) is concave up there. If \(f''(x)<0\) throughout the interval, then \(f\) is concave down there. These are interval conditions: checking the sign at a single point does not establish the concavity throughout an interval.

Test: To test a candidate \(c\), determine the sign of \(f''\) on intervals immediately to the left and right of \(c\). Opposite signs establish a change in concavity when \(f\) is continuous at \(c\). The value \(f''(c)=0\), or the failure of \(f''(c)\) to exist, only identifies a possible candidate; it does not by itself establish an inflection point.

Here is why the sign test works. Suppose \(f''>0\) on an interval. The Mean Value Theorem applied to \(f'\) shows that \(f'\) is increasing there. For any \(a<x<b\) in the interval, apply the Mean Value Theorem separately to \(f\) on \([a,x]\) and \([x,b]\). There are points \(u\in(a,x)\) and \(v\in(x,b)\) such that

$$ \frac{f(x)-f(a)}{x-a}=f'(u), \qquad \frac{f(b)-f(x)}{b-x}=f'(v). $$

Since \(u<v\) and \(f'\) is increasing, the first slope is less than the second. Rearranging that inequality gives

$$ f(x) < \frac{b-x}{b-a}f(a)+\frac{x-a}{b-a}f(b). $$

The right-hand side is the height of the chord joining \((a,f(a))\) and \((b,f(b))\) at \(x\). Thus the graph lies below that chord and is concave up. If \(f''<0\), the inequalities reverse and the graph is concave down. This argument applies on intervals where \(f\) is twice differentiable; it does not require \(f''(c)\) to exist at a boundary point \(c\).

Worked Example: A Zero Second Derivative with a Concavity Change

Worked Example: A Zero Second Derivative with a Concavity Change

Determine whether \(x=0\) gives an inflection point for \(f(x)=x^3\).

First differentiate:

$$ f'(x)=3x^2, \qquad f''(x)=6x. $$

The second derivative is zero at the candidate \(x=0\). Check its signs on either side. For \(x<0\), \(6x<0\), so \(f''(x)<0\) and the graph is concave down. For \(x>0\), \(6x>0\), so \(f''(x)>0\) and the graph is concave up.

The concavity changes from down to up. Also, \(f\) is a polynomial, so it is continuous at \(0\), and \(f(0)=0^3=0\). Therefore \((0,0)\) is an inflection point.

Check: At \(x=-1\), \(f''(-1)=6(-1)=-6<0\); at \(x=1\), \(f''(1)=6(1)=6>0\). These test values confirm the signs on the two sides. The point on the graph is \((0,f(0))=(0,0)\).

A Zero Is Not Enough

The equation \(f''(c)=0\) gives a candidate because the sign of \(f''\) might change there. But it might also keep the same sign. When that happens, the concavity does not change, so the point is not an inflection point.

Worked Example: A Zero Second Derivative Without a Concavity Change

Test \(x=0\) for \(f(x)=x^4\).

Differentiate twice:

$$ f'(x)=4x^3, \qquad f''(x)=12x^2. $$

At \(x=0\), \(f''(0)=12(0)^2=0\). For every \(x\ne0\), however, \(x^2>0\), so \(f''(x)=12x^2>0\) on both \((-\infty,0)\) and \((0,\infty)\). The function is concave up on both sides; there is no change in concavity.

The function is continuous and \(f(0)=0\), but those facts do not compensate for the missing concavity change. Thus \((0,0)\) is not an inflection point.

Check: \(f''(-1)=12(-1)^2=12>0\) and \(f''(1)=12(1)^2=12>0\). The signs agree, confirming that concavity does not switch.

When the Second Derivative Is Unavailable

A candidate can occur where \(f''(c)\) is undefined or does not exist. The distinction is sometimes useful: the second derivative may be undefined because the function or its first derivative is not defined at the point, or it may fail to exist because the limit defining the derivative of \(f'\) does not exist. In either case, the same practical question applies: what is the concavity on each side?

Worked Example: Concavity Changes Where the Second Derivative Does Not Exist

Test \(x=0\) for \(f(x)=x|x|\). First write the function piecewise:

$$ f(x)= \begin{cases} -x^2, & x<0,\\ x^2, & x\ge 0. \end{cases} $$

At \(0\), \(f(0)=0\). The function is continuous there because both formulas approach \(0\) as \(x\) approaches \(0\).

For \(x<0\), \(f'(x)=-2x\); for \(x>0\), \(f'(x)=2x\). At \(0\), the derivative exists, since

$$ f'(0) = \lim_{h\to0}\frac{f(h)-f(0)}{h} = \lim_{h\to0}\frac{h|h|}{h} = \lim_{h\to0}|h| = 0. $$

Now test whether \(f''(0)\) exists, using the derivative of \(f'\):

$$ \frac{f'(h)-f'(0)}{h} = \begin{cases} -2, & h<0,\\ 2, & h>0. \end{cases} $$

The left-hand and right-hand limits differ, so \(f''(0)\) does not exist. On the left, \(f''(x)=-2<0\), giving concavity down. On the right, \(f''(x)=2>0\), giving concavity up. The function is continuous at \(0\), so the concavity change makes \((0,0)\) an inflection point.

Check: The left-hand second derivative is \(-2\), and the right-hand second derivative is \(2\); they have opposite signs. Also, direct substitution gives \(f(0)=0\), so the point on the graph is \((0,0)\).

By contrast, a point where \(f''\) is unavailable need not be an inflection point. For \(f(x)=|x|\), the second derivative is unavailable at \(0\), but on each side the graph is a straight line. It does not change from concave up to concave down or vice versa. This is why the concavity test, rather than the derivative condition alone, decides the classification.

Domain Breaks Are Not Inflection Points

Concavity on opposite sides is not sufficient if the candidate is not a point on the graph. A domain break may separate two intervals with different concavity, but the missing point cannot be an inflection point under the definition above.

Worked Example: Opposite Concavity Signs Across a Domain Break

Consider \(f(x)=\frac{1}{x}\). Its domain excludes \(0\). Differentiate twice:

$$ f'(x)=-\frac{1}{x^2}, \qquad f''(x)=\frac{2}{x^3}. $$

For \(x<0\), \(x^3<0\), so \(f''(x)<0\) and the graph is concave down. For \(x>0\), \(x^3>0\), so \(f''(x)>0\) and the graph is concave up. The concavity differs on the two sides of \(0\), but \(f(0)\) is not defined. There is no graph point \((0,f(0))\), and \(f\) is not continuous at \(0\). Therefore \(x=0\) is not an inflection point.

Check: \(f''(-1)=2/(-1)^3=-2<0\), while \(f''(1)=2/1^3=2>0\). The opposite signs confirm the concavity difference, and the domain restriction confirms that \(0\) is not an inflection point.

A Reliable Test for Candidates

Use the following process to classify a candidate without confusing a derivative condition with the definition of an inflection point.

1
Check the graph point.
Confirm that \(f(c)\) is defined and that \(f\) is continuous at \(c\). Otherwise, \(c\) is not an inflection point under the stated definition.
2
Find candidate values.
Look for points where \(f''(c)=0\) or where \(f''(c)\) is undefined or does not exist. These are candidates to test, not classifications.
3
Test intervals on both sides.
Determine the sign of \(f''\) on intervals immediately to the left and right of \(c\), using test values or algebra.
4
Compare the concavity.
If the signs indicate opposite concavity, the graph changes concavity at \(c\). If the signs agree, or the concavity does not change, \(c\) is not an inflection point.
5
Report the point.
When \(c\) qualifies, give the graph point \((c,f(c))\), not just its \(x\)-coordinate.

Common Mistakes

A frequent error is to declare an inflection point as soon as \(f''(c)=0\). For \(f(x)=x^4\), that reasoning would produce the incorrect conclusion

$$ f''(0)=12(0)^2=0 \quad\Longrightarrow\quad (0,0)\text{ is an inflection point}. $$

The implication is false: \(f''(x)=12x^2>0\) on both sides of \(0\), so the graph remains concave up. The correction is to compare the signs on the intervals to either side, then check continuity and report the graph point.

A second error is to treat opposite signs across a missing point as enough. For \(1/x\), the concavity differs across \(0\), but \(0\) is not in the domain. Always check that the candidate is a continuous point of the graph.

Why the Concavity Change Matters

An inflection point records a change in the graph’s local bending, not necessarily a maximum or minimum. In particular, \(x^3\) has an inflection point at \(0\), even though its derivative \(3x^2\) is positive on both sides and there is no change from increasing to decreasing. Concavity and increasing or decreasing behavior describe different features of a graph.

Keeping those features separate makes curve analysis more reliable: identify candidates, test concavity on each side, and then check whether the candidate is actually a continuous point on the graph.

Check Your Understanding

For each question, distinguish a candidate condition from evidence that concavity changes.

  1. For \(f(x)=x^3\), what are the signs of \(f''\) immediately to the left and right of \(0\), and what point is the inflection point?
  2. For \(f(x)=x^4\), why does \(f''(0)=0\) fail to establish an inflection point?
  3. For \(f(x)=x|x|\), does \(f''(0)\) exist? Does the concavity change at \(0\)?
  4. Why is \(x=0\) not an inflection point of \(f(x)=1/x\), even though the second derivative has opposite signs on the two sides?
  5. What must be checked before reporting \((c,f(c))\) as an inflection point?

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