proof of Radon-Nikodym theorem
The following proof of Radon-Nikodym theoremis based on the original argument by John von Neumann.We suppose that and are real, nonnegative, and finite.The extension to the -finite case is a standard exercise,as is -a.e. uniqueness of Radon-Nikodym derivative.Having done this, the thesis also holds for signed and complex-valued measures
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Let be a measurable spaceand let two finite measures on such that for every such that .Then is a finite measure on such that if and only if .
Consider the linear functionaldefined by
(1) |
is well-definedbecause is finite and dominated by , so thatit is also linear and bounded becauseBy Riesz representation theorem
, there exists such that
(2) |
for every .Thenfor every ,so that - and -a.e.(Consider the former with or .)Moreover, the second equality in (LABEL:eq:q)holds when for ,thus also when is a simple measurable functionby linearity of integral,and finally when is a (- and -a.e.)nonnegative -measurable functionbecause of the monotone convergence theorem
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Now, is -measurableand nonnegative - and -a.e.;moreover, - and -a.e.Thus, for every ,
(3) |
Since is finite, ,and so is .Then for every