Mostly my notes and paper reviews. Caution: may contain some errors.
Wednesday, July 11, 2018
R&C Analysis - Monotone Convergence Theorem
Rudin skips some nice background information that should precede Lesbesgue integration. Reader of the book will be wondering what’s so special about Lesbegue integration. First observation is that every Riemann integral function is Lesbegue integration. Every Lesbegue integral function is not Riemann integrable.
Ex: Let X=[0,1], f(x)=r for each r∈Q⊂X and f(x)=0 otherwise. Riemann Integral lower limit is 0 and largest value is 1. However, using measurable set as Q∩X, the Lesbegue integral has value and it is zero.
Thus Lesbegue Integral deals with larger classes of functions.
The Leabesgue Integral has the following nice property while Riemann Integral doesn’t have.
Lesbesgue’s Montone Convergence Theorem: Let {fn} be be a sequence of measurable functions on X and suppose that
Then f is measurable, and
∫Xfndμ→∫Xfdμ
PROOF: Since ∫fn≤∫fn+1, there exists α∈[0,∞] such that
∫Xfndμ→α as n→∞
Because sup(fn) and limsup{fn} as n→∞ are both measurable, f is measurable. Since fn≤f, we have ∫fn≤∫f for every n. Hence,
α≤∫Efdμ
All that needs to be shown is α≥∫Efdμ. Let s be any simple measurable functions such that 0≤s≤f, let c be a constant with 0<c<1, and define
En={x:fn(x)≥cf(x)}n=1,2,3,⋯
Each En us neasurable, E1⊂E2⊂E3⊂⋯ and X=∪En. Also
∫Efndμ≥∫Enfndμ≥c∫Ensdμn=1,2,⋯
As n→∞ Then,
α≥c∫Xsdμ
Since above equation holds for every c<1, we have
α≥∫Xsdμ
for every measurable s satisfying 0≤s≤f, so that
α≥∫Xfdμ
Conclusion follows.
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