292 CHAPTER 10. THE ABSTRACT LEBESGUE INTEGRAL

Now let η > 0 be given and pick m0 such that m−10 < η . If ω ∈FC, then ω ∈

∞⋂m=1

ECk(m)m.

Hence ω ∈ ECk(m0)m0

so | fn(ω)− f (ω)| < 1/m0 < η for all n > k(m0). This holds for all

ω ∈ FCand so fn converges uniformly to f on FC.Now if E ̸= /0, consider {XEC fn}∞

n=1. Each XEC fn has real and imaginary parts mea-surable and the sequence converges pointwise to XE f everywhere. Therefore, from thefirst part, there exists a set of measure less than ε,F such that on FC,{XEC fn} convergesuniformly to XEC f . Therefore, on (E ∪F)C , { fn} converges uniformly to f . This provesthe theorem. ■

10.9.2 The Vitali Convergence TheoremThe Vitali convergence theorem is a convergence theorem which in the case of a finitemeasure space is superior to the dominated convergence theorem.

Definition 10.9.2 Let (Ω,F ,µ) be a measure space and let S ⊆ L1(Ω). S isuniformly integrable if for every ε > 0 there exists δ > 0 such that for all f ∈S

|∫

Ef dµ|< ε whenever µ(E)< δ .

Lemma 10.9.3 If S is uniformly integrable, then |S| ≡ {| f | : f ∈S} is uniformly inte-grable. Also S is uniformly integrable if S is finite.

Proof: Let ε > 0 be given and suppose S is uniformly integrable. First suppose thefunctions are real valued. Let δ be such that if µ (E)< δ , then |

∫E f dµ|< ε

2 for all f ∈S.Let µ (E)< δ . Then if f ∈S,∫

E| f |dµ ≤

∫E∩[ f≤0]

(− f )dµ +∫

E∩[ f>0]f dµ =

∣∣∣∣∫E∩[ f≤0]f dµ

∣∣∣∣+ ∣∣∣∣∫E∩[ f>0]f dµ

∣∣∣∣<

ε

2+

ε

2= ε.

In general, if S is a uniformly integrable set of complex valued functions, the inequalities,∣∣∣∣∫ERe f dµ

∣∣∣∣≤ ∣∣∣∣∫Ef dµ

∣∣∣∣ , ∣∣∣∣∫EIm f dµ

∣∣∣∣≤ ∣∣∣∣∫Ef dµ

∣∣∣∣ ,imply ReS ≡ {Re f : f ∈S} and ImS ≡ {Im f : f ∈S} are also uniformly integrable.Therefore, applying the above result for real valued functions to these sets of functions, itfollows |S| is uniformly integrable also.

For the last part, is suffices to verify a single function in L1 (Ω) is uniformly integrable.To do so, note that from the dominated convergence theorem, limR→∞

∫[| f |>R] | f |dµ = 0.

Let ε > 0 be given and choose R large enough that∫[| f |>R] | f |dµ < ε

2 . Now let µ (E)< ε

2R .Then ∫

E| f |dµ =

∫E∩[| f |≤R]

| f |dµ +∫

E∩[| f |>R]| f |dµ

< Rµ (E)+ε

2<

ε

2+

ε

2= ε.

This proves the lemma. ■The following gives a nice way to identify a uniformly integrable set of functions.

292 CHAPTER 10. THE ABSTRACT LEBESGUE INTEGRALNow let 7 > 0 be given and pick mo such that my! <n.If@eF®,then@e 1) Eximm=1)m*Hence @ € EXomp)mo so | fn(@) — f(@)| < 1/mo < 7 for all n > k(mo). This holds for all@ € F©and so f, converges uniformly to f on FC.Now if E 40, consider { 2c fn}; _,. Each 2c fy has real and imaginary parts mea-surable and the sequence converges pointwise to 2 f everywhere. Therefore, from thefirst part, there exists a set of measure less than €,F such that on F©, {.2; nc fn} convergesuniformly to 2c f. Therefore, on (E UF )€, {fn} converges uniformly to f. This provesthe theorem. ll10.9.2 The Vitali Convergence TheoremThe Vitali convergence theorem is a convergence theorem which in the case of a finitemeasure space is superior to the dominated convergence theorem.Definition 10.9.2 Let (Q,.%,) be a measure space and let © C L'(Q). © isuniformly integrable if for every € > 0 there exists 6 > 0 such that for all f € ©|| fan < € whenever U(E) < 6.ELemma 10.9.3 /f G is uniformly integrable, then \G| = {\f|: f € ©} is uniformly inte-grable. Also G is uniformly integrable if © is finite.Proof: Let € > 0 be given and suppose G is uniformly integrable. First suppose thefunctions are real valued. Let 5 be such that if p (EZ) < 6, then | f, fdu| < § forall f eG.Let uw (E) < 6. Thenif f eG,I fldu < [ yey PME [ yall< £4862 2In general, if G is a uniformly integrable set of complex valued functions, the inequalities,[Reran| <| [fay [imran <| [fanimply ReG = {Ref : f ¢ G} and ImG = {Imf: f € G} are also uniformly integrable.Therefore, applying the above result for real valued functions to these sets of functions, itfollows |G] is uniformly integrable also.For the last part, is suffices to verify a single function in L! (Q) is uniformly integrable.To do so, note that from the dominated convergence theorem, limps. fj (Lf |>R] |f|dp =0.Let € > 0 be given and choose R large enough that fj ¢)..9)|f|du < 5. Now let u (E) < 3p.Then| ray|+] fay|En|f<0] En|f>0]9 9Jiflae = fo ifldus fo ilduE EN|f|SR] EN|f|>R]< R (E)t+=<<+5=€H 273972 ©This proves the lemma. MfThe following gives a nice way to identify a uniformly integrable set of functions.