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Unit 26: Lebesgue Measure




          So, if f and g are assumed to be finite, then                                         Notes
                                1
                                             2
                                          2
                            fg =  [(f + g)  – f  – g ]
                                       2
                                2
          is measurable on E.


              Task  Find two measurable functions f, g from  to  such that f o g is not measurable.
          Proposition: Let  { } n   be measurable extended real-valued functions on a measurable set E.
                         f
                          n
          Then
                                  f  f …  f ,  sup f ,  lim  f n
                                   1   2   n        n
                                                n       n¥
          are all measurable on E. Similar results hold if , sup and  lim  are replaced by , inf, and lim.
          Proof: Simply note that

                                        ¥
                                           1
                                          -
                   (f   f    f ) ((a, ¥)) =   f ((a, ))
                              –1
                                              ¥
                    1   2    n            k
                                       k 1
                                        =
                              - 1
                                        ¥
                       æ     ö  ((a, ))  =   - 1
                                              ¥
                       ç sup f n÷  ¥     f ((a, ))
                       è  n  ø       k 1
                                          k
                                        =
                                          æ     ö
                                lim  f  = inf ç sup f k ÷ ø
                                    n
                                         
                                            
                                n¥    N è  k N
          Theorem 7: Let E  M with m(E) < ¥, f: E  [–¥,¥] be measurable and finite almost everywhere.
          For any  > 0, there is a simple function  such that
                           |f –|< on E except on a set of measure less than .
             Notes If E = [a, b] is closed and bounded interval, we can find a step function g and a
             continuous function h play the role of . This is because simple function can be approximated
             by step function and step function can be approximated by continuous function.
          If f satisfies an additional condition m  f  M, then , g, and h can be chosen to be bounded below
          by m and above by M.
          The condition m(E) < ¥ in Littlewood’s 2nd Principle is essential. You can see if this condition is
          dropped then taking f(x) = x will give a counter example.
          To prove Littlewood’s 2nd Principle, we introduce a lemma.
          Lemma: Let { } n   be a sequence of measurable subsets of  (or any measure space ) such that
                                                                              3
                     F
                      n
                                           F   F   .
                                            1   2
          Denote                   F  =  n F . If m(F ) < ¥ then
                                    ¥       n     1
                                m(F ) = lim  m(F ).
                                              n
                                   ¥   n¥
          Proof: Write F  = F   (F \F )  (F \F )   as disjoint union and use the countable additivity of m.
                    1   ¥   1  2    2  3




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