Absolute Maxima and Minima on a Closed Interval
The absolute maximum (or greatest) value of a function f on a set is the single
largest value f actually attains anywhere in that set; the absolute minimum
(least value) is the smallest. This is different from a local max/min, which only
needs to be the largest/smallest value in some small neighbourhood, not over the whole
domain.
The key theorem — a closed interval guarantees it
If f is continuous on a closed interval [a,b], then f is guaranteed to attain
both an absolute maximum and an absolute minimum somewhere in [a,b] (this is the
Extreme Value Theorem). Crucially, that "somewhere" is always one of:
- A critical point inside (a,b) — where f′(x)=0 or f′(x) does not exist, or
- One of the two endpoints, x=a or x=b.
The procedure (works for ANY continuous function on [a,b], whatever its shape)
Step 1. Find every critical point of f inside (a,b): solve f′(x)=0, and also
check any point where f′(x) fails to exist (e.g. a corner, from a term like ∣x−k∣ or
a fractional power like x2/3).
Step 2. Evaluate f at every critical point found in Step 1, and at both
endpoints x=a, x=b.
Step 3. Compare all these values. The largest is the absolute maximum; the
smallest is the absolute minimum. No sign-of-derivative test is needed here — a
direct value comparison is enough, because the closed interval already guarantees the
extrema exist among exactly this finite list of candidates.
Worked example
Find the absolute maximum and minimum of f(x)=x3−3x+1 on [−2,3].
f′(x)=3x2−3=3(x−1)(x+1), so critical points are x=1,−1 (both inside
(−2,3)).
Evaluate at all four candidates:
f(−2)=−8+6+1=−1,f(−1)=−1+3+1=3,f(1)=1−3+1=−1,f(3)=27−9+1=19.
Comparing {−1,3,−1,19}: the absolute maximum is 19 at x=3 (an endpoint), and
the absolute minimum is −1, attained at BOTH x=−2 and x=1 (an endpoint and a
critical point can tie).
Why the interval must be CLOSED — the open-interval caveat
If the domain is an open interval like (0,1), or all of R, the guarantee
above breaks down completely — the function may have no absolute maximum or minimum at
all, even if it is perfectly continuous and well-behaved.
Example: f(x)=x on the open interval (0,1). This function is strictly
increasing, but it never actually attains a highest or lowest value: for any point you …