#21

2025 - Teórica 21 - Integración

24 min de lectura

Thu-19-06-2025 03:57 profe: Natalia Accomazzo Scotti status: tags:


Def. :{\color{Cyan} \text{Def. :} }

Sea ER,E=i=1dnEi,Ei medible, φ(x)=i=1nαiXEi(x). Defino \begin{array}{l} \text{Sea $E\subseteq \mathbb{R},E=\displaystyle \overset{ d }{ \bigcup_{i=1} }^{n}E_{i},E_{i}$ medible, ${\Large\varphi}(x)=\displaystyle \sum_{i=1}^{n}\alpha_{i}\cdot \mathcal{X}_{E_{i}}(x)$. Defino } \end{array} Eφ(x)dμ(x)=Eφdμ=i=1nαiμ(Ei)\int_{E}{\Large\varphi}(x)\:d\mu(x)=\int_{E}{\Large\varphi}\:d\mu=\sum_{i=1}^{n} \alpha_{i}\cdot \mu(E_{i})

Ejemplo:Ejemplo: φ(x)={1xQ0cc{\Large\varphi}(x)=\begin{cases} 1 & x \in \mathbb{Q} \\ 0 & cc \end{cases}

En el [0,1],[0,1],

φ(x)=1XQ[0,1](x)    [0,1]φdμ=μ(Q[0,1])=0{\Large\varphi}(x)=1\cdot \mathcal{X}_{\mathbb{Q}\cap [0,1]}(x)\implies\int_{[0,1]}{\Large\varphi}\:d\mu =\mu(\mathbb{Q}\cap[0,1])=0

Def. :{\color{Cyan} \text{Def. :} }

Teorema\begin{array}{l} \text{Teorema} \end{array}

Sea f:E[0,+]f:E\to[0,+\infty] medible

Efdμ=sup{Eφdμ0φf,φ simple}\int_{E}f\:d\mu=\sup\:\left\{ \int_{E}{\Large\varphi}\:d\mu\bigm| 0\leq {\Large\varphi}\leq f,{\Large\varphi}\text{ simple} \right\}

El supremo podría valer +.+\infty.


Teorema :{\color{violet} \text{Teorema :} }

Sean f,g:E[0,+] medibles. Entonces:1. 0fg    EfdμEgdμ2. Si Efdμ<    f< ctp.3. Si AE,AM    AfdμEfdμ \begin{array}{l} \text{Sean $f,g:E\to[0,+\infty]$ medibles. Entonces:}\\ \text{1. $0\leq f\leq g\implies \displaystyle \int_{E}f\:d\mu\leq \int_{E}g\:d\mu$}\\ \text{2. Si $\displaystyle \int_{E}f\:d\mu<\infty\implies f<\infty$ ctp.}\\ \text{3. Si $A\subseteq E,A \in\mathcal{M}\implies \displaystyle \int_{A}f\:d\mu\leq \int_{E}f\:d\mu$ }\\ \end{array}

Dem:{\color{violet} \text{Dem:} } (1):(1):

Si 0φf    φg.0\leq {\Large\varphi}\leq f\implies {\Large\varphi}\leq g. Por propiedad del supremo, EfdμEgdμ\displaystyle \int_{E}f\:d\mu\leq \int_{E}g\:d\mu

(2):(2): Sea A={f=+}A=\{ f=+\infty \} Supongo que μ(A)>0\mu(A)>0 Defino

φn(x)=nXA(x)+0XAc(x){\Large\varphi}_{n}(x)=n\cdot\mathcal{X}_{A} (x)+0\cdot\mathcal{X}_{A^{c} }(x) Eφn(x)dμ(x)=nμ(A)n+\int_{E}{\Large\varphi}_{n}(x)\:d\mu(x)=n\cdot \mu(A)\underset{ n\to \infty }{ \longrightarrow } +\infty     Efdμ=+.\implies \int_{E}f\:d\mu=+\infty.

Absurdo.

(3):(3):

AE,AMA\subseteq E,A \in\mathcal{M} Sea φ{\Large\varphi} simple, φ(x)=i=1nαiXEi(x){\Large\varphi}(x)=\displaystyle \sum_{i=1}^{n}\alpha_{i}\cdot\mathcal{X}_{E_{i}}(x) Si xAx \in A

φ(x)=i=1nαiXEiA(x),A=i=1dEiA{\Large\varphi}(x)=\sum_{i=1}^{n} \alpha_{i}\cdot\mathcal{X}_{E_{i}\cap A}(x),\quad A=\overset{ d }{ \bigcup_{ i=1 }} E_{i}\cap A

EiA\displaystyle E_{i}\cap A siguen siendo todos disjuntos.

Aφ(x)dμ(x)=i=1nαiμ(EiA)i=1nαiμ(Ei)=Eφdμ\int_{A}{\Large\varphi}(x)\:d\mu(x)=\sum_{i=1}^{n} \alpha_{i}\cdot \mu(E_{i}\cap A)\leq \sum_{i=1}^{n} \alpha_{i}\cdot \mu(E_{i})=\int_{E}{\Large\varphi}\:d\mu

Tomando supremos

AfdμEfdμ\int_{A}f\:d\mu\leq \int_{E}f\:d\mu

Obs:Obs: φ:ER{\Large\varphi}:E\to \mathbb{R} simple, φ(x)=i=1nαiXEi(x){\Large\varphi}(x)=\displaystyle \sum_{i=1}^{n}\alpha_{i}\cdot\mathcal{X}_{E_{i}}(x) Si xAx \in A

φ(x)XA(x)=i=1nαiXEiA(x){\Large\varphi}(x)\cdot\mathcal{X}_{A} (x)=\sum_{i=1}^{n} \alpha_{i}\cdot\mathcal{X}_{E_{i}\cap A} (x) Eφ(x)XA(x)dμ(x)=Aφ(x)dμ(x)\int_{E}{\Large\varphi}(x)\cdot\mathcal{X}_{A} (x)\:d\mu(x)=\int_{A}{\Large\varphi}(x)\:d\mu(x)

También vale para f:E[0,+]f:E\to[0,+\infty]

EfXAdμ=Afdμ\int_{E}f\cdot\mathcal{X}_{A}\:d\mu=\int_{A}f\:d\mu

AE,AMA\subseteq E,A \in\mathcal{M}

Multiplicar por característicos es como intersecar conjuntos.


Si E=AdBE=A\overset{ d }{ \bigcup} B, φ:ER,XE=XA+XB{\Large\varphi}:E\to \mathbb{R},\mathcal{X}_{E}=\mathcal{X}_{A}+\mathcal{X}_{B}

Eφdμ=Eφ(XA+XB)dμ=Aφdμ+Bφdμ\int_{E}{\Large\varphi}\:d\mu=\int_{E}{\Large\varphi}(\mathcal{X}_{A} +\mathcal{X}_{B} )\:d\mu=\int _{A}{\Large\varphi}\:d\mu+\int_{B}{\Large\varphi}\:d\mu

Esto por linealidad, que todavía no vimos.


Teorema :{\color{violet} \text{Teorema :} } Convergencia monótona

Sea (fn):E[0,+] medibles tal que 0fnfn+1nNSea f(x)=limnfn(x) Entonces Efdμ=limnEfndμ \begin{array}{l} \text{Sea $(f_{n}):E\to[0,+\infty]$ medibles tal que $0\leq f_{n}\leq f_{n+1}\quad\forall n\in \mathbb{N}$}\\ \text{Sea $f(x)=\underset{ n\to \infty }{ \lim }f_{n}(x)$ }\\ \text{Entonces $\displaystyle \int_{E}f\:d\mu=\underset{ n\to \infty }{ \lim }\int_{E} f_{n} \, d\mu$ } \end{array}

f(x)f(x) existe pues x(fn)\forall x(f_{n}) es una sucesión creciente, f(x)f(x) podría valer +.+\infty.

Dem:{\color{violet} \text{Dem:} } Clase que viene (24/6). La pongo acá:

Como fnf    EfndμEfdμnf_{n}\leq f\implies \displaystyle \int_{E} f_{n} \, d\mu\leq \int_{E} f \, d\mu \quad\forall n

    limnEfndμEfdμ\implies \underset{ n\to \infty }{ \lim } \int_{E} f_{n} \, d\mu \leq \int_{E} f \, d\mu

Por el lema, 0φf,φ0\leq {\Large\varphi}\leq f,{\Large\varphi} simple.

    EφdμlimnEfndμ\implies \int_{E} {\Large\varphi} \, d\mu \leq \underset{ n\to \infty }{ \lim } \int_{E} f_{n} \, d\mu Efdμ=sup{Eφdμ0φfφ simple}\int_{E} f \, d\mu =\sup \left\{ \int_{E} {\Large\varphi} \, d\mu \bigm| 0\leq {\Large\varphi}\leq f\quad {\Large\varphi}\text{ simple} \right\}

Tomando supremo,

EfdμlimnEfndμ\int_{E} f \, d\mu \leq \underset{ n\to \infty }{ \lim } \int_{E} f_{n} \, d\mu Q.E.D.\quad \quad \quad \quad \quad \quad \quad \quad \boxed{\text{Q.E.D.}} \quad \square

Teorema :{\color{violet} \text{Teorema :} }

Si f,g0 medibles     Ef+gdμ=Efdμ+Egdμ Ademaˊs, E=AdBA,BM     Efdμ=Afdμ+Bfdμ \begin{array}{l} \text{Si $f,g\geq 0$ medibles $\implies \displaystyle \int_{E} f+g \, d\mu=\int_{E} f \, d\mu +\int_{E} g \, d\mu$ }\\ \text{Además, $E=A\overset{ d }{ \bigcup}B$, $A,B \in\mathcal{M}$ $\displaystyle\implies \int_{E} f \, d\mu=\int_{A} f \, d\mu+\int_B f \, d\mu$ } \end{array}

Dem:{\color{violet} \text{Dem:} } Si ff y gg son simples

f(x)=i=1nαiXEi(x)E=i=1dnEif(x)=\sum_{i=1}^{n} \alpha_{i}\cdot\mathcal{X}_{E_{i}}(x)\quad E=\overset{ n }{ \overset{ d }{ \bigcup_{ i=1 }} } E_{i} g(x)=j=1mβiXFi(x)E=j=1dmFjg(x)=\sum_{j=1}^{m} \beta_{i}\cdot\mathcal{X}_{F_{i}}(x)\quad E=\overset{ m }{ \overset{ d }{ \bigcup_{ j=1 }} } F_{j}

La suma de simples da simple:

(f+g)(x)=i=1nj=1m(αi+βj)XEiFi(x)(f+g)(x)=\sum_{i=1}^{n} \sum_{j=1}^{m} (\alpha_{i}+\beta_{j})\cdot\mathcal{X}_{E_{i}\cap F_{i}} (x) Ef+gdμ=i=1nj=1m(αi+βj)μ(EiFi)\int_{E} f+g \, d\mu =\sum_{i=1}^{n} \sum_{j=1}^{m} (\alpha_{i}+\beta_{j})\cdot \mu(E_{i}\cap F_{i}) =i=1nj=1mαiμ(EiFi)+i=1nj=1mβjμ(EiFi)=i=1nαiμ(Ei)+j=1mβjμ(Fj)=\sum_{i=1}^{n} \sum_{j=1}^{m} \alpha_{i}\cdot \mu(E_{i}\cap F_{i})+\sum_{i=1}^{n} \sum_{j=1}^{m} \beta_{j}\cdot \mu(E_{i}\cap F_{i})=\sum_{i=1}^{n} \alpha_{i}\cdot \mu(E_{i})+\sum_{j=1}^{m} \beta_{j}\cdot \mu(F_{j}) =Efdμ+Egdμ=\int_{E} f \, d\mu +\int_{E} g \, d\mu

Ei=j=1dmEiFj    μ(Ei)=j=1mμ(EiFj)E_{i}=\displaystyle \overset{ m }{ \overset{ d }{ \bigcup_{j=1}} } E_{i}\cap F_{j}\implies \mu(E_{i})=\sum_{j=1}^{m}\mu(E_{i}\cap F_{j})

Si f,gf,g medibles positivas, (φn),(ψn)\:\exists\:({\Large\varphi}_{n}),({\Large\psi}_{n}) simples. 0φnφn+1,0ψnψn+10\leq {\Large\varphi}_{n}\leq {\Large\varphi}_{n+1},0\leq {\Large\psi}_{n}\leq {\Large\psi}_{n+1} tal que φnf{\Large\varphi}_{n}\longrightarrow f, ψng{\Large\psi}_{n}\longrightarrow g Entonces: hn=(φn+ψn)h_{n}=({\Large\varphi}_{n}+{\Large\psi}_{n}) son simples, 0hnhn+10\leq h_{n}\leq h_{n+1} con hnf+gh_{n}\longrightarrow f+g Entonces

Ef+gdμ=conv.mon.limnEφn+ψndμ\displaystyle \int_{E} f+g \, d\mu\underset{ conv. mon. }{ = }\underset{ n\to \infty }{ \lim }\int_{E} {\Large\varphi}_{n}+{\Large\psi}_{n} \, d\mu =limnEφndμ+Eψndμ=Linealidad del lim. y conv. mon.Efdμ+Egdμ=\underset{ n\to \infty }{ \lim } \int_{E} {\Large\varphi}_{n} \, d\mu +\int_{E} {\Large\psi}_{n} \, d\mu \underset{ \text{Linealidad del lim. y conv. mon.} }{ = }\int_{E} f \, d\mu +\int_{E} g \, d\mu Q.E.D.\quad \quad \quad \quad \quad \quad \quad \quad \boxed{\text{Q.E.D.}} \quad \square

Def. :{\color{Cyan} \text{Def. :} }

Teorema\begin{array}{l} \text{Teorema} \end{array}

Sea f:ER{,+}f:E\to \mathbb{R}\cup \{ -\infty,+\infty \}

f+(x)={f(x)f(x)00f(x)0f(x)={f(x)f(x)00f(x)0f^{+} (x)=\begin{cases} f(x) & f(x)\geq 0 \\ 0 & f(x)\leq 0 \end{cases} \quad f^{-} (x)=\begin{cases} -f(x) & f(x)\leq 0 \\ 0 & f(x)\geq 0 \end{cases}

Decimos que Efdμ\displaystyle \int_{E} f \, d\mu existe (que existe la integral) si Ef+dμ<\displaystyle \int_{E} f^{+} \, d\mu<\infty o Efdμ<\displaystyle \int_{E} f^{-} \, d\mu<\infty . En ese caso

Efdμ=Ef+dμEfdμ\int_{E} f \, d\mu =\int_{E} f^{+} \, d\mu -\int_{E} f^{-} \, d\mu

Puede dar ++\infty o -\infty, pero lo que me permito es que Ef+dμ\int_{E} f^{+} \, d\mu y Efdμ\int_{E} f^{-}\, d\mu sean \infty al mismo tiempo.

Decimos que ff es integrable si Efdμ<\left| \displaystyle \int_{E} f \, d\mu \right|<\infty Es decir, si Ef+dμ<\int_{E} f^{+} \, d\mu<\infty y Efdμ<\int_{E} f^{-} \, d\mu<\infty

Integrable \neq \:\exists\: la integral.


Prop. :{\color{Orange} \text{Prop. :} }

Sean f,g:ER{,+} medibles.\begin{array}{l} \text{Sean $f,g:E\to \mathbb{R}\cup \{ -\infty,+\infty \}$ medibles.} \end{array}
  1. Si Efdμ    EfdμEfdμ\:\exists\:\displaystyle \int_{E} f \, d\mu\implies \left| \int_{E} f \, d\mu \right|\leq \int_{E} |f| \, d\mu
  2. ff es integrable     f\iff |f| es integrable.
  3. fg(f+g+gf)    EfdμEgdμ\underset{ (f^{+}\leq g^{+}\quad g^{-}\leq f^{-}) }{ f\leq g }\implies \displaystyle \int_{E}f \, d\mu\leq \int_{E} g \, d\mu. (Si existe)
  4. Si Efdμ\displaystyle \int_{E} f \, d\mu existe y λR    Eλfdμ=λEfdμ\lambda \in \mathbb{R}\implies \displaystyle \int_{E} \lambda\cdot f \, d\mu=\lambda\cdot \int_{E} f \, d\mu
  5. Ef+gdμ=Efdμ+Egdμ\displaystyle \int_{E} f+g \, d\mu=\int_{E} f \, d\mu+\int_{E} g \, d\mu
  6. E=AdB    Efdμ=Afdμ+BfdμE=A\overset{ d }{ \bigcup} B\implies \displaystyle \int_{E} f \, d\mu=\int_{A} f \, d\mu+\int_{B}f \, d\mu

Dem:{\color{Orange} \text{Dem:} } (1):(1):

Efdμ=Ef+dμEfdμEf+dμ+Efdμ=Ef++fdμ=\left| \int_{E} f \, d\mu \right| =\left| \int_{E} f^{+} \, d\mu -\int_{E} f^{-} \, d\mu \right| \leq \int_{E} f^{+} \, d\mu +\int_{E} f^{-} \, d\mu =\int_{E} f^{+} +f^{-} \, d\mu = =Efdμ=\int_{E} |f| \, d\mu

La (2) sale de (1). El resto son tarea, el (5) es más complicado.


Teorema :{\color{violet} \text{Teorema :} }

Si f:[a,b]R integrable Riemann     f es integrable abf(x)dx=[a,b]fdμ \begin{array}{l} \text{Si $f:[a,b]\to \mathbb{R}$ integrable Riemann $\implies f$ es integrable }\\ \text{y $\displaystyle \int_{a}^{b} f(x) \, dx=\int_{[a,b]} f \, d\mu$ } \end{array}

Dem:{\color{violet} \text{Dem:} } No la vemos.


Teorema :{\color{violet} \text{Teorema :} } Convergencia dominada.

Sea (fn):ER{,+} medibles tal que fnf (limite puntual.)Si ϕ integrable tal que fnϕnN     Efdμ=limnEfndμ\begin{array}{l} \text{Sea $(f_{n}):E\to \mathbb{R}\cup \{ -\infty,+\infty \}$ medibles tal que $f_{n}\to f$ (limite puntual.)}\\ \text{Si $\:\exists\:\phi$ integrable tal que $|f_{n}|\leq \phi \quad\forall n\in \mathbb{N}$ }\\ \implies \int_{E} f \, d\mu =\underset{ n\to \infty }{ \lim } \int_{E} f_{n} \, d\mu \end{array}

Dem:{\color{violet} \text{Dem:} }


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