Local Maximum and Minimum of a Function
For a function , at a point within an open interval, if:
for all in the interval, then has a local maximum at , and is called the maximum value.
for all in the interval, then has a local minimum at , and is called the minimum value.
The local maximum and minimum are collectively referred to as extremum values.
Extremum and Derivatives
If a function has an extremum at and is differentiable in an open interval containing , then .
However, the converse is not always true. For instance, the function has at , but it does not have an extremum at that point.
Additionally, a function can have an extremum at without being differentiable at . For example, the function has a local minimum at , but it is not differentiable at .
Criteria for Local Maximum and Minimum
For a differentiable function where , the behavior of around helps determine the type of extremum:
If changes from positive to negative around , has a local maximum at , and the maximum value is .
If changes from negative to positive around , has a local minimum at , and the minimum value is .