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单词 ProofOfDominatedConvergenceTheorem1
释义

proof of dominated convergence theorem


Define the functions hn+ and hn- as follows:

hn+(x)=sup{fm(x):mn}
hn-(x)=inf{fm(x):mn}

These suprema and infima exist because, for every x, |fn(x)|g(x). These functions enjoy the following properties:

For every n, |hn±|g

The sequenceMathworldPlanetmath hn+ is decreasing and the sequence hn- is increasing.

For every x, limnhn±(x)=f(x)

Each hn± is measurable.

The first property follows from immediately from the definition ofsupremum. The second property follows from the fact that thesupremum or infimumMathworldPlanetmath is being taken over a larger set to definehn±(x) than to define hm±(x) when n>m. The thirdproperty is a simple consequence of the fact that, for any sequenceof real numbers, if the sequence convergesPlanetmathPlanetmath, then the sequence has anupper limitMathworldPlanetmath and a lower limit which equal each other and equal thelimit. As for the fourth statement, it means that, for every realnumber y and every integer n, the sets

{xhn-(x)y} and {xhn+(x)y}

are measurable. However, by the definition of hn±, these setscan be expressed as

mn{xfn(x)y} and mn{xfn(x)y}

respectively. Since each fn is assumed to be measurable, each setin either union is measurable. Since the union of a countableMathworldPlanetmathnumber of measurable setsMathworldPlanetmath is itself measurable, these unions aremeasurable, and hence the functions hn± are measurable.

Because of properties 1 and 4 above and the assumptionPlanetmathPlanetmath that g isintegrable, it follows that each hn± is integrable. ThisconclusionMathworldPlanetmath and property 2 mean that the monotone convergence theoremMathworldPlanetmathis applicable so one can conclude that f is integrable and that

limnhn±(x)𝑑μ(x)=limnhn±(x)dμ(x)

By property 3, the right hand side equals f(x)𝑑μ(x).

By construction, hn-fnhn+ and hence

hn-fnhn+

Because the outer two terms in the above inequalityMathworldPlanetmath tend towards thesame limit as n, the middle term is squeezed intoconverging to the same limit. Hence

limnfn(x)𝑑μ(x)=f(x)𝑑μ(x)
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更新时间:2025/5/5 0:30:51