Dominated Convergence Theorem - Proof of The Theorem

Proof of The Theorem

Lebesgue's dominated convergence theorem is a special case of the Fatou–Lebesgue theorem. Below, however, is a direct proof that uses Fatou’s lemma as the essential tool.

Since ƒ is the pointwise limit of the sequence (fn) of measurable functions that is dominated by g, it is also measurable and dominated by g, hence it is integrable. Furthermore (these will be needed later),

 |f-f_n| \le |f| + |f_n| \leq 2g

for all n and

 \limsup_{n\to\infty} |f-f_n| = 0.

The second of these is trivially true (by the very definition of f). Using linearity and monotonicity of the Lebesgue integral,

 \biggl| \int_S{f\,d\mu} - \int_S{f_n\,d\mu} \biggr| = \biggl| \int_S{(f-f_n)\,d\mu} \biggr| \le \int_S{|f-f_n|\,d\mu} .

By the reverse Fatou lemma (it is here that we use the fact that |f-fn| is bounded above by an integrable function)

 \limsup_{n\to\infty} \int_S |f-f_n|\,d\mu \le \int_S \limsup_{n\to\infty} |f-f_n|\,d\mu = 0,

which implies that the limit exists and vanishes i.e.

 \lim_{n\to\infty} \int_S |f-f_n|\,d\mu= 0.

The theorem now follows.

If the assumptions hold only μ-almost everywhere, then there exists a μ-null set N ∈ Σ such that the functions ƒn1N satisfy the assumptions everywhere on S. Then ƒ(x) is the pointwise limit of ƒn(x) for xS \ N and ƒ(x) = 0 for xN, hence ƒ is measurable. The values of the integrals are not influenced by this μ-null set N.

Read more about this topic:  Dominated Convergence Theorem

Famous quotes containing the words proof of, proof and/or theorem:

    From whichever angle one looks at it, the application of racial theories remains a striking proof of the lowered demands of public opinion upon the purity of critical judgment.
    Johan Huizinga (1872–1945)

    If any proof were needed of the progress of the cause for which I have worked, it is here tonight. The presence on the stage of these college women, and in the audience of all those college girls who will some day be the nation’s greatest strength, will tell their own story to the world.
    Susan B. Anthony (1820–1906)

    To insure the adoration of a theorem for any length of time, faith is not enough, a police force is needed as well.
    Albert Camus (1913–1960)