Now we put everything together. Limits at Infinity and Horizontal Asymptotes give the long-run behavior, the first derivative gives rising and falling, and Concavity and the Second Derivative Test gives the bending. Together they pin down the shape of a graph without plotting hundreds of points.
Key idea
Why it works
Worked example: A polynomial
- Intercepts: $f(x) = x^2(x - 3)$, zero at $x = 0$ and $x = 3$. No asymptotes (a polynomial). As $x \to \infty$, $f \to \infty$; as $x \to -\infty$, $f \to -\infty$.
- $f'(x) = 3x^2 - 6x = 3x(x - 2)$: increasing on $(-\infty, 0)$ and $(2, \infty)$, decreasing on $(0, 2)$. Local max $(0, 0)$, local min $(2, -4)$.
- $f''(x) = 6x - 6$: concave down for $x < 1$, up for $x > 1$. Inflection point $(1, -2)$.
- Plot $(0, 0)$, $(1, -2)$, $(2, -4)$, $(3, 0)$ and join: rise to the peak at the origin, bend through $(1, -2)$, bottom out at $(2, -4)$, then rise.
Answer: An "S" shape with a peak at $(0, 0)$, a valley at $(2, -4)$, and an inflection point at $(1, -2)$.
Worked example: A rational function
- Domain: all reals (the bottom is never 0). Only intercept: $(0, 0)$. Odd symmetry: $f(-x) = -f(x)$.
- Degree of top < degree of bottom: horizontal asymptote $y = 0$ on both ends.
- $f'(x) = \frac{1 - x^2}{(x^2 + 1)^2}$: rising on $(-1, 1)$, falling outside. Local max $\left(1, \frac{1}{2}\right)$, local min $\left(-1, -\frac{1}{2}\right)$.
- $f''(x) = \frac{2x(x^2 - 3)}{(x^2 + 1)^3}$: zero at $0$ and $\pm\sqrt{3}$, changing sign each time, so three inflection points.
Answer: A smooth wave: coming in from the left just below the axis, it dips to $-\frac{1}{2}$ at $x = -1$, climbs through the origin to $\frac{1}{2}$ at $x = 1$, then decays back toward 0.
Common mistake