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Sunday, January 2, 2022

Dominated Convergence Theorem Revisited

Theorem. Let (X,F,μ) be a measure space, fn:X[0,] a sequence of measurable functions converging almost everywhere to a measurable function f so that fnf for all n. Then lim

Note that f need not be integrable and (f_n) need not be monotone increasing.

Proof. By the Fatou's lemma, \int_{X} f \, \mathrm{d}\mu = \int_{X} \varliminf_{n\to\infty} f_n \, \mathrm{d}\mu \leq \varliminf_{n\to\infty} \int_{X} f_n \, \mathrm{d}\mu \leq \varlimsup_{n\to\infty} \int_{X} f_n \, \mathrm{d}\mu \leq \int_{X} f \, \mathrm{d}\mu.