Cédric Villani - Fields Medal 2010 - On Measure Theory and Lebesgue Integration [Excerpts]

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Cédric Villani - Fields Medal 2010 - On Measure Theory and Lebesgue Integration [Excerpts]

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DOMINATED CONVERGENCE THEOREM
Lebesgue's dominated convergence theorem provides sufficient conditions under which pointwise convergence of a sequence of functions implies convergence of the integrals. It's one of the reasons that makes #Lebesgue integration more powerful than #Riemann integration. The theorem an be stated as follows:

Let \((f_n)\) be a sequence of measurable functions on a measure space \((\mathcal{S},\Sigma,\mu)\). Suppose that \((f_n)\) converges pointwise to a function \(f\) and is dominated by some Lebesgue integrable function \(g\), i.e. \(|f_n(x)|\leq g(x)\ \forall n\) and \(\forall x\in\mathcal{S}\). Then, \(f\) is Lebesgue integrable, and

\[\displaystyle\lim_{n\to\infty}\int_\mathcal{S}f_n\ \mathrm{d}\mu=\int_\mathcal{S}f\ \mathrm{d}\mu\]
#ConvergenceTheorem #Convergence #DominatedConvergenceTheorem #Lebesgue #MeasurableFunction #LebesgueFunction #LebesgueIntegration #RiemannIntegration #MeasureSpace

`It is also called the #Cantor ternary #function, the #Lebesgue function, Lebesgue's singular function..the Devil's staircase, the Cantor #staircase function, and the Cantor–Lebesgue function. Georg Cantor (1884) introduced the Cantor function and mentioned that Scheeffer pointed out that it was a counterexample to an extension of the fundamental #theorem of #calculus claimed by Harnack.`

https://en.wikipedia.org/wiki/Cantor_function

#devilsStaircase #fractal #cantorSet #topology #analysis

Cantor function - Wikipedia

`In #mathematics, the Lebesgue differentiation #theorem is a theorem of real #analysis, which states that for almost every point, the value of an #integrable #function is the limit of #infinitesimal averages taken about the point. The theorem is named for Henri #Lebesgue. `

https://en.wikipedia.org/wiki/Lebesgue_differentiation_theorem

Lebesgue differentiation theorem - Wikipedia

"For a probability p distribution in Rn with a p density f, such as equidistribution in an n-d ball wrt #Lebesgue measure => n randomly-independently chosen vectors will form a basis w p=1 as for n linearly dependent vectors x1, …, xn in Rn , det[x1 ⋯ xn] = 0
- It is consistent with ZF + DC that every set of reals is #Lebesgue measurable
due to #Solovay it cannot be proved in #ZFC itself, but requires a mild large cardinal assumption (the existence of an inaccessible cardinal). The much stronger axiom of determinacy, or AD
- any σ-algebra generated by a countable collection of sets is separable, converse need not hold.
#Lebesgue L σ-algebra is separable (L measurable set is equivalent to some Borel set) but not countably generated (since its cardinality is higher than continuum).
#Hilbert Space, #lebesgue measure * and #functionalanalysis in general.
* yes it has more uses than just solving harder integrals
Unlike Fourier integrable f - #Riemann#Lebesgue lemma fails for #measures