The Weierstrass M-Test Isn't Needed: Uniform Convergence from Pointwise + Monotone
Let be a sequence of continuous functions converging pointwise to a function , which is also continuous.
Suppose additionally that the convergence is monotone: for each ,
Prove that uniformly on .
This is Dini's theorem โ but prove it cleanly using a compactness argument, and appreciate why each hypothesis (continuity of limit, monotonicity, compactness of domain) is genuinely necessary.
Answer: Dini's Theorem via Compactness
Key Idea / Intuition
The gap is a decreasing sequence of non-negative continuous functions converging pointwise to . The key is that on a compact set, you cannot have pointwise-but-not-uniform convergence to for monotone decreasing continuous functions: any hypothetical "escape to non-zero" would force a subsequence of points whose limit contradicts pointwise convergence, via compactness.
The argument is clean: the superlevel sets are closed (by continuity of ), nested (by monotonicity), and their intersection is empty (by pointwise convergence). Compactness forces one of them to already be empty.
Formal Proof / Solution
Setup. Define . Then:
- Each is continuous (difference of continuous functions).
- for all (since pointwise).
- pointwise (monotone decreasing to ).
We want to show .
Fix . Define the closed sets
Each is closed since is continuous.
The are nested: since for all , we have .
The intersection is empty: if , then for all , contradicting .
So .
Apply compactness: is compact and the are closed nested subsets with empty intersection. By the finite intersection property, there must exist some such that .
This means: for all , .
Since is decreasing, for all and all :
Hence for all , i.e., uniformly.
Why Each Hypothesis Is Necessary
| Hypothesis dropped | Counterexample | |---|---| | Continuity of | on : continuous, monotone decreasing, pointwise limit is discontinuous, convergence is not uniform | | Monotonicity | : pointwise but not uniformly | | Compactness | on : all hypotheses hold but |
The compactness argument via nested closed sets is the heart of the proof โ it's a perfect illustration of how compactness "forces finiteness" even in a purely analytic statement.