Lebesgue integration
E59633
Lebesgue integration is a foundational measure-theoretic framework for defining and analyzing integrals, particularly suited to handling limits, convergence, and more general functions than those allowed by Riemann integration.
Aliases (1)
Statements (50)
| Predicate | Object |
|---|---|
| instanceOf |
integration theory
→
mathematical concept → measure-theoretic construction → |
| advantageOver |
Riemann integration in dealing with sets of measure zero
→
Riemann integration in dealing with unbounded functions → Riemann integration in handling limits of sequences of functions → |
| allows | integration of a wider class of functions than Riemann integration → |
| appliesTo |
functions on general measure spaces
→
functions on ℝ → |
| approach | partition of the range of the function → |
| basedOn |
measure
→
sigma-algebra → |
| characterizedBy |
Fatou's lemma
→
construction via simple functions → countable additivity over disjoint measurable sets → dominated convergence theorem → integration with respect to a measure → linearity of the integral → monotone convergence theorem → |
| contrastWith | Riemann integration's partition-of-domain approach → |
| domain |
functions defined almost everywhere
→
measurable functions → |
| ensures |
completeness of L^p spaces
→
existence of integrals for many pointwise limits of integrable functions → |
| field |
functional analysis
→
measure theory → real analysis → |
| generalizes |
Riemann integral
→
surface form: "Riemann integration"
|
| historicalPeriod | early 20th century → |
| introducedBy | Henri Lebesgue → |
| namedAfter | Henri Lebesgue → |
| relatedTo |
Fubini's theorem
→
Radon–Nikodym derivative →
surface form: "Radon–Nikodym theorem"
Tonelli's theorem → change of variables formula in measure theory → |
| supports |
Fourier analysis on L^2
→
Hilbert space L^2 → L^p spaces → |
| underlies |
expectation of random variables
→
modern probability theory → stochastic processes → |
| usedIn |
ergodic theory
→
functional analysis → harmonic analysis → partial differential equations → |
| usesConcept |
Lebesgue measure
→
almost everywhere equality → measurable functions → measurable sets → null sets → |
Referenced by (6)
Full triples — surface form annotated when it differs from this entity's canonical label.
this entity surface form: "Lebesgue integral"
this entity surface form: "Lebesgue integral"
this entity surface form: "Lebesgue integral"
this entity surface form: "Lebesgue integral"