Lebesgue measure and the Lebesgue integral
Statement
For put
the Lebesgue outer measure of . Call measurable when it satisfies the Caratheodory criterion
Then the measurable sets form a -algebra containing every open set, is countably additive, , is invariant under translation, and is complete: every subset of a set of outer measure zero is measurable and null. The same construction in with boxes in place of intervals produces .
A function is measurable when for every . For measurable the Lebesgue integral is
and a measurable is Lebesgue integrable when , in which case . The integrable functions modulo equality almost everywhere form . Finally, every Riemann integrable on is Lebesgue integrable there and the two integrals agree, so the Lebesgue integral extends the Riemann integral.
Remarks
This library does not prove any of it. Everything above is recorded here with citations and used nowhere in a proof. The whole measure track is deferred.
What would prove it. The construction is standard and long: countable subadditivity of ; Caratheodory's theorem that the sets satisfying the criterion form a -algebra on which an outer measure is countably additive; the fact that intervals satisfy the criterion, which is what gives and forces the Borel sets into ; approximation of a nonnegative measurable function from below by simple functions; and additivity of the integral, which is where the monotone convergence theorem enters. That is the opening chapter of any measure theory course and it is exactly the material this library has not built.
Which page it serves. It is the natural endpoint of the Riemann integral page and of the Cantor set, Baire and measure zero page: those pages prove Lebesgue's criterion for Riemann integrability using only the elementary covering notion of a null set, and the theorem above is what explains why that notion is the right one. It is also the base of everything else in this category.
What is available here without it. A great deal, and it should not be confused with what is deferred. The elementary notion " is null if for every it is covered by countably many intervals of total length below ", that is with no measurability theory attached, is in scope, and so is "almost everywhere" in that sense. Lebesgue's criterion for Riemann integrability, the vanishing of the Cantor function's derivative almost everywhere, Volterra's function, Jordan content and Jordan measurability all live inside the elementary theory. What is missing is the -algebra, the measure defined on it, and the integral.
Choice. The construction above is not free of choice, and the statement displayed above is not a theorem of ZF. What is choice-free is the definition of , its monotonicity, and its subadditivity over finitely many sets. What is not is countable subadditivity of , and with it the countable additivity of asserted above and the statement "a countable union of null sets is null": each needs a countable choice principle (The Axiom of Countable Choice () ↗) to select one cover per index. If ZF is consistent then ZF proves none of them, since in the Feferman-Levy model of ZF the set is a countable union of countable sets, so there is a countable union of null sets while . A measure track built here would have to keep the same ledger of choice principles that the rest of this library keeps.
Used by
- Absolutely continuous functions Remark
- An improper Riemann integral that no Lebesgue integral reproduces: the sine integral Remark
- Dominated convergence theorem Remark
- Egorov's theorem Remark
- Fatou's lemma Remark
- Fubini-Tonelli theorem and the σ-finiteness hypothesis Remark
- Henstock-Kurzweil versus Lebesgue: f is Lebesgue integrable iff f and |f| are both HK integrable Remark
- Holder and Minkowski inequalities in integral form Remark
- Kolmogorov 1926: an L¹ function whose Fourier series diverges everywhere Remark
- Lebesgue differentiation theorem for L¹ functions Remark
- Lebesgue's differentiation theorem for monotone functions Remark
- Lusin's theorem Remark
- Mini-Vitali covering theorem Remark
- Monotone convergence theorem (Beppo Levi) Remark
- Riesz-Fischer theorem: completeness of Lᵖ Remark
- Riesz-Markov-Kakutani representation theorem Remark
- Sierpiński 1938: no free ultrafilter on ℕ is measurable or has the Baire property Remark
- The Banach-Tarski paradox Remark
- The sharp fundamental theorem of calculus (absolute continuity) Remark
- The Vitali set: a non-measurable subset of ℝ Remark
- Vitali covering theorem Remark
Dependency tree · next 3 levels
Nothing. This result depends on no other item in the library.
Sources
- Lebesgue integration (Wikipedia) (standard reference, not scraped)
- Lebesgue measure (Wikipedia) (standard reference, not scraped)
- Caratheodory's criterion (Wikipedia) (standard reference, not scraped)
- T. Tao, An Introduction to Measure Theory, Ch. 1 (standard reference, not scraped)