Fatou's lemma
Statement
Let be a measure space and let be measurable. Then
The inequality can be strict. On with Lebesgue measure, has pointwise while for every , so the left side is and the right side is : mass escapes to infinity. With 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 , whose pointwise limit is , and use to get . 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
- Fatou's lemma (Wikipedia) (standard reference, not scraped)
- Monotone convergence theorem (Wikipedia) (standard reference, not scraped)