Alphabeta Math
RemarkSession-authored (Fable 5 assisted) sources checked 2026-07-26 not proved here
Recorded, not proved here. This statement is included so the library can refer to it honestly, with a citation to the literature. It is not proved anywhere in this library: the track that would prove it has not been developed here yet.

Fatou's lemma

Statement

Let (X,A,μ)(X, \mathcal{A}, \mu) be a measure space and let fn:X[0,+]f_n : X \to [0, +\infty] be measurable. Then

Xlim infnfndμlim infnXfndμ.\int_X \liminf_{n \to \infty} f_n \, d\mu \le \liminf_{n \to \infty} \int_X f_n \, d\mu.

The inequality can be strict. On R\mathbb{R} with Lebesgue measure, fn=1[n,n+1]f_n = \mathbf{1}_{[n, n+1]} has lim infnfn=0\liminf_n f_n = 0 pointwise while fndλ=1\int f_n \, d\lambda = 1 for every nn, so the left side is 00 and the right side is 11: mass escapes to infinity. With fn=n1(0,1/n)f_n = n\,\mathbf{1}_{(0, 1/n)} the same values arise with the mass escaping upward instead.

Remarks

Not proved in this library. It is recorded with citations and used in no proof here.

What would prove it. One line from the monotone convergence theorem (Monotone convergence theorem (Beppo Levi) ): apply it to the increasing sequence gn:=infknfkg_n := \inf_{k \ge n} f_k, whose pointwise limit is lim infnfn\liminf_n f_n, and use gnfng_n \le f_n to get gnfn\int g_n \le \int f_n. Fatou's lemma is thus not independent machinery; it is the convenient one-sided form of monotone convergence, and it is what the dominated convergence theorem is proved from.

Which page it serves. It is the tool that makes the limit theorems on the sequences and series pages usable for integrals, and it is the standard route to dominated convergence (Dominated convergence theorem ). Its two escaping mass examples are the sharpest available answer to the question "why is a dominating function needed", which the Riemann integral page can pose but not answer.

Depends on

Used by

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Sources