๐Ÿงฎ Brain Teaser

The Monotone Convergence Fails for Decreasing Sequences Without Integrability

Consider the sequence of functions fn:Rโ†’Rf_n : \mathbb{R} \to \mathbb{R} defined by

fn(x)=1[n,โˆž)(x),n=1,2,3,โ€ฆf_n(x) = \mathbf{1}_{[n, \infty)}(x), \quad n = 1, 2, 3, \ldots

(a) Show that fn(x)โ†’0f_n(x) \to 0 pointwise for every xโˆˆRx \in \mathbb{R}.

(b) Show that โˆซRfnโ€‰dฮผ=+โˆž\int_{\mathbb{R}} f_n \, d\mu = +\infty for every nn.

(c) Now consider instead gn(x)=1[0,n](x)g_n(x) = \mathbf{1}_{[0,n]}(x). Show that gnโ†—1[0,โˆž)g_n \nearrow \mathbf{1}_{[0,\infty)} and that the Monotone Convergence Theorem applies correctly here.

The real question: Why does Fatou's Lemma give only an inequality for the fnf_n sequence, and what hypothesis of the Monotone Convergence Theorem does the fnf_n sequence violate?

measure theoryMCTFatou's lemmadominated convergencecounterexample

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 fnf_n sequence is decreasing to zero, but each function has infinite integral โ€” the "mass escapes to infinity." Fatou's Lemma says โˆซlimโ€‰infโกfnโ‰คlimโ€‰infโกโˆซfn\int \liminf f_n \leq \liminf \int f_n, and here 0โ‰ค+โˆž0 \leq +\infty, 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 xโˆˆRx \in \mathbb{R}. Choose N>xN > x. Then for all nโ‰ฅNn \geq N, we have x<nx < n, so xโˆ‰[n,โˆž)x \notin [n, \infty), hence fn(x)=0f_n(x) = 0. Thus fn(x)โ†’0f_n(x) \to 0 for every xx.


Part (b): Each integral is infinite

For each fixed nn:

โˆซRfnโ€‰dฮผ=โˆซR1[n,โˆž)โ€‰dฮผ=ฮผ([n,โˆž))=+โˆž.\int_{\mathbb{R}} f_n \, d\mu = \int_{\mathbb{R}} \mathbf{1}_{[n,\infty)} \, d\mu = \mu([n, \infty)) = +\infty.

So โˆซfn=+โˆž\int f_n = +\infty for all nn, yet โˆซlimโกnfn=โˆซ0=0\int \lim_n f_n = \int 0 = 0. The limit of the integrals (+โˆž+\infty) does not equal the integral of the limit (00).


Part (c): MCT applies to gng_n

Define gn(x)=1[0,n](x)g_n(x) = \mathbf{1}_{[0,n]}(x). For each xโ‰ฅ0x \geq 0, once nโ‰ฅxn \geq x we have gn(x)=1g_n(x) = 1, so gn(x)โ†—1=1[0,โˆž)(x)g_n(x) \nearrow 1 = \mathbf{1}_{[0,\infty)}(x). For x<0x < 0, gn(x)=0g_n(x) = 0 for all nn.

The sequence is non-decreasing and non-negative. MCT gives:

โˆซRgnโ€‰dฮผ=nโ†—+โˆž=โˆซR1[0,โˆž)โ€‰dฮผ.\int_{\mathbb{R}} g_n \, d\mu = n \nearrow +\infty = \int_{\mathbb{R}} \mathbf{1}_{[0,\infty)} \, d\mu.

MCT works perfectly: both sides are +โˆž+\infty, and they agree.


The Diagnosis: What Goes Wrong for fnf_n

The standard MCT states: if 0โ‰คf1โ‰คf2โ‰คโ‹ฏ0 \leq f_1 \leq f_2 \leq \cdots pointwise, then โˆซfnโ†’โˆซlimโกfn\int f_n \to \int \lim f_n.

The fnf_n sequence is decreasing, not increasing. There is a "decreasing MCT": if fnโ†˜ff_n \searrow f pointwise and โˆซf1<โˆž\int f_1 < \infty, then โˆซfnโ†’โˆซf\int f_n \to \int f. The critical hypothesis โˆซf1<โˆž\int f_1 < \infty fails here โ€” f1=1[1,โˆž)f_1 = \mathbf{1}_{[1,\infty)} has infinite integral.

Fatou's Lemma gives only:

โˆซlimโ€‰infโกnโ†’โˆžfnโ€…โ€Šโ‰คโ€…โ€Šlimโ€‰infโกnโ†’โˆžโˆซfn,\int \liminf_{n\to\infty} f_n \;\leq\; \liminf_{n\to\infty} \int f_n,

i.e., 0โ‰ค+โˆž0 \leq +\infty. 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 f1f_1), limits and integrals cannot be freely exchanged.


Written to Q86.md and A86.md

Source: Rudin Real and Complex Analysis, Chapter 1; Stein & Shakarchi Real Analysis Chapter 2

Type: analysisSource: Rudin Real and Complex Analysis, Chapter 1; Stein & Shakarchi Real Analysis Chapter 2Edit on GitHub โ†—