proof of dominated convergence theorem
Define the functions and as follows:
These suprema and infima exist because, for every , . These functions enjoy the following properties:
For every ,
The sequence is decreasing and the sequence is increasing.
For every ,
Each is measurable.
The first property follows from immediately from the definition ofsupremum. The second property follows from the fact that thesupremum or infimum is being taken over a larger set to define than to define when . The thirdproperty is a simple consequence of the fact that, for any sequenceof real numbers, if the sequence converges
, then the sequence has anupper limit
and a lower limit which equal each other and equal thelimit. As for the fourth statement, it means that, for every realnumber and every integer , the sets
are measurable. However, by the definition of , these setscan be expressed as
respectively. Since each is assumed to be measurable, each setin either union is measurable. Since the union of a countablenumber of measurable sets
is itself measurable, these unions aremeasurable, and hence the functions are measurable.
Because of properties 1 and 4 above and the assumption that isintegrable, it follows that each is integrable. Thisconclusion
and property 2 mean that the monotone convergence theorem
is applicable so one can conclude that is integrable and that
By property 3, the right hand side equals .
By construction, and hence
Because the outer two terms in the above inequality tend towards thesame limit as , the middle term is squeezed intoconverging to the same limit. Hence