Homepage Solution manuals Terence Tao An Introduction to Measure Theory Exercise 1.5.10 (Examples of uniformly integrable sequences)

Exercise 1.5.10 (Examples of uniformly integrable sequences)

(i)
Show that if f is an absolutely integrable function, then the constant sequence fn = f is uniformly integrable.
(ii)
Show that every dominated sequence of measurable functions is uniformly integrable.
(iii)
Give an example of a sequence that is uniformly integrable but not dominated.

Answers

(i)
We verify the three conditions for the uniform integrability.
  • From the definition of an absolutely integrable function it follows directly that

    sup nfnL1 = sup nf < .

  • The constant sequence fn = f is dominated by an absolutely integrable function f, i.e., by itself. Considering M in the natural domain, this allows us to use the dominated convergence theorem

    lim Msup n{xX:|f(x)|M}|f|dμ = lim M|f|1{xX:|f(x)|M} = lim M|f|1{xX:|f(x)|M} = 0 = 0

    since |f|1{xX:|f(x)|M} converges almost everywhere pointwise to zero for obvious reasons.

  • Similarly, we can use the dominated convergence to conclude

    lim ksup n{xX:|f(x)|1 k}|f|dμ = lim k|f|1{xX:|f(x)|1 k} = lim k|f|1{xX:|f(x)|1 k} = 0 = 0

    since |f|1{xX:|f(x)|1 k} converges almost everywhere pointwise to zero for obvious reasons.

(ii)
The proof is similar to the above part with the additional application of the limit laws.
(iii)
Consider the sequence (f )n defined by simple functions fn : (0,+) ,x1 n 1[n1,n]

Then it is easy to verify that (f )n is uniformly integrable, yet any function g dominating (f )n must have an infinite integral.

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2020-12-24 00:00
Comments
  • Your example in (iii) violates no escape to horizontal infinity.
    isn2025-05-24