The second derivative test is a method used to determine whether a critical point is a relative maximum, minimum, or neither. It involves evaluating the second derivative of a function, \( f''(x) \).The logic behind this test is:
- If \( f''(x) > 0 \) at the critical point, the function is concave upward, indicating a relative minimum.
- If \( f''(x) < 0 \) at the critical point, the function is concave downward, indicating a relative maximum.
- If \( f''(x) = 0 \), the test is inconclusive.
In our exercise, the second derivative \( f''(x) = -2 \) is constant and negative, suggesting a concave downward shape at all points. However, since the derivative \( f'(x) \) is a linear function without critical points, the test indicates no relative maxima or minima exist for \( f'(x) \). This reflects the broader nature of the function, advising us that \( f'(x) \) doesn’t have peaks or troughs due to the linear decrease signified by \( f''(x) \).