The Monotone Convergence Fails for Decreasing Sequences Without Integrability
Consider the sequence of functions defined by
(a) Show that pointwise for every .
(b) Show that for every .
(c) Now consider instead . Show that and that the Monotone Convergence Theorem applies correctly here.
The real question: Why does Fatou's Lemma give only an inequality for the sequence, and what hypothesis of the Monotone Convergence Theorem does the sequence violate?
Answer: Monotone Convergence Fails for Decreasing Sequences Without Integrability
Key Idea / Intuition
The Monotone Convergence Theorem (MCT) requires functions to be non-decreasing (or the sequence to be dominated by an integrable function in the decreasing case). The sequence is decreasing to zero, but each function has infinite integral โ the "mass escapes to infinity." Fatou's Lemma says , and here , which is true but useless. The example crystallizes exactly why the decreasing case of MCT requires an integrability assumption.
Formal Proof / Solution
Part (a): Pointwise convergence to 0
Fix any . Choose . Then for all , we have , so , hence . Thus for every .
Part (b): Each integral is infinite
For each fixed :
So for all , yet . The limit of the integrals () does not equal the integral of the limit ().
Part (c): MCT applies to
Define . For each , once we have , so . For , for all .
The sequence is non-decreasing and non-negative. MCT gives:
MCT works perfectly: both sides are , and they agree.
The Diagnosis: What Goes Wrong for
The standard MCT states: if pointwise, then .
The sequence is decreasing, not increasing. There is a "decreasing MCT": if pointwise and , then . The critical hypothesis fails here โ has infinite integral.
Fatou's Lemma gives only:
i.e., . This is true but gives no useful information. The inequality can be strict, and this example shows it can be maximally strict.
Moral: Mass can "escape to infinity" along a decreasing sequence. Without an integrable dominator (or an integrability assumption on ), limits and integrals cannot be freely exchanged.
Source: Rudin Real and Complex Analysis, Chapter 1; Stein & Shakarchi Real Analysis Chapter 2