Inflection Points#
Definition#
Definition
An inflection point is a point on the graph of a continuous function where the concavity changes.
Example 1#
Inflection point
An inflection point occurs at a point on a graph where the concavity changes from concave up to concave down or from concave down to concave up.

Long Text Description
The graphs of two functions are presented without axes.
The left hand function is increasing and concave down, begins decreasing and being concave down at a rounded corner, passes through a red marked point, is decreasing and concave up, and is increasing and concave up after a rounded corner.
The right hand function is decreasing and concave up, passes through a red marked point, and then is decreasing and concave down.
There is a label reading “Inflection Points” with arrows from it pointing at both red marked points.
Finding Inflection Points using the Second Derivative#
How to Find Inflection Points of a Function
Find all values of
such that or does not exist.Break up domain of
into open intervals between values found in Step 1.Evaluate
at one value, , from each interval found in Step 2.If
changes sign at and is in the domain of , then the point is an inflection point of .
Example 2#
Find inflection points
Find the inflection points of
Step 1: Compute .
Step 2: Find all values of such that .
Step 3: Find all values of such that does not exist.
Step 4: Break up the domain of .
Break up the domain of

Fig. 8 Sign analysis of
Long Text Description
A number line with positive and negative signs assigned to intervals, with negative to the left of negative one, positive between negative one and zero, negative between zero and one, and positive to the right of one.
Notice that
Points of Diminishing & Increasing Returns#
Definition
A point of diminishing returns is an inflection point appearing where a function is increasing and the concavity changes from concave up to concave down.
Long Text Description
There is a horizontal x-axis. There is a vertical y-axis. There is an increasing curve plotted on these axes. There is a point, colored red and labeled “Point of Diminishing Returns” along the curve. To the left of this point, the curve is concave up. To the right, this curve is concave down.
Definition
A point of increasing returns is an inflection point appearing where a function is increasing and the concavity changes from concave down to concave up.
Long Text Description
There is a horizontal x-axis. There is a vertical y-axis. There is an increasing curve plotted on these axes. There is a point, colored red and labeled “Point of Increasing Returns” along the curve. To the left of this point, the curve is concave down. To the right, this curve is concave up.
Example 3#
Find point of diminishing or increasing returns
Determine whether or not
Step 1: Compute .
Step 2: Compute .
Step 3: Find and analyze inflection points.
Find inflection points, if any, and determine if each one corresponds to a point of diminishing return, increasing return, or neither.

Fig. 9 Sign analysis of
Long Text Description
A number line with positive and negative signs assigned to intervals, with negative to the left of two, and positive to the right of two.
Notice that
Make Sure to Check that Function is Increasing
If the function