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Monotone Convergence Theorem (MCT)

Statement

Let (fn)(f_n) be an increasing sequence of non-negative measurable functions which converges pointwise to ff. Then f=limnfn\int f = \lim_{n \to \infty} \int f_n

Then f=limnfn\int f = \lim_{n \to \infty} \int f_n.

Proof

(show/hide)

We need to show that f=limnfn\int f = \lim_{n \to \infty} \int f_n.

We know that ffn\int f \ge \int f_n for all nn \in \mathbb{N}, so flimnfn\int f \ge \lim_{n \to \infty} \int f_n.

It remains to show that flimnfn\int f \le \lim_{n \to \infty} \int f_n. Since f=sup{ϕ:ϕnon-negative simple function,0ϕf}\int_f = \sup \{ \int \phi: \phi \textrm{non-negative simple function}, 0 \le \phi \le f \}, it is sufficient to show that all non-negative simple functions 0ϕf0 \le \phi \le f have ϕlimnfn\int \phi \le \lim_{n \to \infty} \int f_n. So let ϕ=i=1kβiχEi\phi = \sum_{i=1}^k \beta_i \chi_{E_i} be such a function.

Let α(0,1)\alpha \in (0,1), and for nn \in \mathbb{N}, let Bn={x:fn(x)αϕ(X)}B_n = \{x \in \mathbb{R}: f_n(x) \ge \alpha \phi(X) \} (this is a measurable set). Therefore for all nn \in \mathbb{N}, αϕχBnfnχBnfn\alpha \phi \chi_{B_n} \le f_n \chi_{B_n} \le f_n, so αBnϕBnfnfn\alpha \int_{B_n} \phi \le \int_{B_n} f_n \le \int_\mathbb{R} f_n and by taking the limit α1\alpha \to 1, we get Bnϕfn\int_{B_n} \phi \le \int_\mathbb{R} f_n

Since (fn)(f_n) is an increasing sequence, BnB_n are increasing.

For xx \in \mathbb{R}, either ϕ(x)=0\phi(x)=0 (so 0Bnn0 \in B_n \forall n) or limnfn(x)=f(x)ϕ(x)>αϕ(x)lim_{n \to \infty} f_n(x) = f(x) \ge \phi(x) > \alpha\phi(x); in either case, xBnx \in B_n for some nn \in \mathbb{N}. Hence n=1Bn=\bigcup_{n=1}^{\infty} B_n = \mathbb{R}.

Hence Bnϕ=i=1kβim(EiBn)i=1kβim(Ei)=ϕ\int_{B_n} \phi = \sum_{i=1}^{k} \beta_i m(E_i \cap B_n) \longrightarrow \sum_{i=1}^{k} \beta_i m(E_i) = \int_\mathbb{R} \phi as nn \to \infty. Since we have Bnϕfn\int_{B_n} \phi \le \int_\mathbb{R} f_n, by taking limits on both sides we get ϕlimnfn\int_\mathbb{R} \phi \le \lim_{n \to \infty} \mathbb{R} f_n as required.

\square

Corollaries

MCT for series: let fnf_n be non-negative measurable functions and f=n=1fnf = \sum_{n=1}^\infty f_n, then

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all these pages adapted with probably insufficient credit from my university's lecture notes