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Definition
Let be differentiable on an open interval :
- The graph of is concave upward if is increasing on .
- The graph of is concave downward if is decreasing on .
Test
Let be a function whose second derivative exists on an open interval :
- If for all , then the graph of is concave upward on .
- If for all , then the graph of is concave downward on .
Separation
The following types of points separate the intervals on which is concave upward and concave downward:
- Points where or is undefined
- Points where is undefined
Inflection
A point on the graph of where concavity changes is called a point of inflection (or inflection point).
We have:
- If is a point of inflection of the graph of , then or is undefined.
- A point where or is undefined is not necessarily a point of inflection.
Second Derivative Test
If and exists on an open interval containing , then:
- If , then has a relative minimum at .
- If , then has a relative maximum at .
- If , then the test is inconclusive.