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Definition

Let ff be differentiable on an open interval II:

  • The graph of ff is concave upward if ff' is increasing on II.
  • The graph of ff is concave downward if ff' is decreasing on II.

Test

Let ff be a function whose second derivative exists on an open interval II:

  • If f(x)>0f''(x) > 0 for all xIx \in I, then the graph of ff is concave upward on II.
  • If f(x)<0f''(x) < 0 for all xIx \in I, then the graph of ff is concave downward on II.

Separation

The following types of points separate the intervals on which ff is concave upward and concave downward:

  • Points where f(x)=0f''(x) = 0 or f(x)f''(x) is undefined
  • Points where f(x)f(x) is undefined

Inflection

A point on the graph of ff where concavity changes is called a point of inflection (or inflection point).

We have:

  • If (c,f(c))(c, f(c)) is a point of inflection of the graph of ff, then f(c)=0f''(c) = 0 or f(c)f''(c) is undefined.
  • A point where f(x)=0f''(x) = 0 or f(x)f''(x) is undefined is not necessarily a point of inflection.

Second Derivative Test

If f(c)=0f'(c) = 0 and f(x)f''(x) exists on an open interval containing cc, then:

  • If f(c)>0f''(c) > 0, then ff has a relative minimum at cc.
  • If f(c)<0f''(c) < 0, then ff has a relative maximum at cc.
  • If f(c)=0f''(c) = 0, then the test is inconclusive.

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