First Derivative Test
1. Find critical points: $f'(x) = 0$
2. Test intervals around critical points
3. $f' > 0$: increasing, $f' < 0$: decreasing
Second Derivative Test
At critical point $x = c$:
$f''(c) < 0$ ⟹ Local maximum
$f''(c) > 0$ ⟹ Local minimum
$f''(c) = 0$ ⟹ Test inconclusive
Extreme Value Theorem
Continuous function on $[a,b]$ has absolute max/min
Check: critical points in $(a,b)$ and endpoints
Applied Optimization
1. Define variables and objective function
2. Write constraint equation
3. Express as single-variable function
4. Find critical points and evaluate