1. Local Maximum and Minimum of a Function
    For a function , at a point within an open interval, if:
    1. for all in the interval, then has a local maximum at , and is called the maximum value.
    2. 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.

  2. 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 .

  3. Criteria for Local Maximum and Minimum
    For a differentiable function where , the behavior of around helps determine the type of extremum:
    1. If changes from positive to negative around , has a local maximum at , and the maximum value is .
    2. If changes from negative to positive around , has a local minimum at , and the minimum value is .