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Real Analysis




                    Notes          Proof: With the above proposition we see that every simple function  can be written uniquely in
                                   the form

                                                   n
                                                =  å  a   i E
                                                     i
                                                   =
                                                  i 1
                                                                                                         –1
                                   where the a  ’s are all non-zero and distinct, and the E ’s are disjoint. (Simply take E ’s  {a } for
                                            i                                 i                      i     i
                                   i = 1, 2,...., n where a , a ,...., a  are all the distinct values of  .) We say this is the canonical
                                                    1  2    n
                                   representation of .
                                   We adopt the following notation:
                                   Notation: A function f : E   is said to vanish outside a set of finite measure if there exists a set
                                   A with m(A) <  such that f vanishes outside A, i.e.
                                            f = 0 on E\A
                                   or equivalently f(x) = 0 for all x Î E\A. We denote the set of all simple functions defined on E
                                   which vanish outside a set of finite measure by S (E). Note that it forms a vector space.
                                                                          0
                                   We are now ready for the definition of the Lebesgue integral of such functions.
                                   Definition: For any Î S (E) and any A  E, we define the Lebesgue integral of  over A by
                                                       0
                                                    n
                                                A ò  =  å  a m(E Ç A)
                                                       i
                                                           i
                                                    =
                                                    i 1
                                             n
                                   where  =  å  a   i E is  the canonical representation of  .  (From now on we  shall  adopt  the
                                               i
                                            i 1
                                             =
                                   convention that 0   = 0. We need this convention here because it may happen that one a  is 0
                                                                                                           i
                                   while the corresponding E C\A has infinite measure. Also note that here A is implicitly assumed
                                                        i
                                   to be measurable so m(E  n A) makes sense. We shall never integrate over non-measurable sets.)
                                                      i
                                   It follows readily from the above definition that
                                                A ò  =  A ò  A
                                   for any Î S (E) and for any A  E.
                                             0
                                   We now establish some major properties of this integral (with monotonicity and linearity being
                                   probably the most important ones). We begin with the following lemma.
                                   Lemma: Suppose  = å  n i 1 a  Î S (E) where the E ’s are disjoint. Then for any A  E,
                                                     =
                                                         Ei
                                                        i
                                                                          i
                                                              0
                                          A ò   = å n i 1 a m(E Ç A)
                                                 =
                                                   i
                                                       i
                                   holds even if the a ’s are not necessarily distinct.
                                                 i
                                   Proof: If  =  å n j 1 b   is the canonical representation of , we have
                                                  Bj
                                                 i
                                              =
                                             m
                                   1.  B =     E i
                                         j  {i :a i b }=  j
                                       for j = 1, 2,..., m and
                                                  m
                                   2.  {1, 2,..., n} =   {i : a =  b }
                                                          j ,
                                                      i
                                                 j 1
                                                  =
                                       where both unions are disjoint unions. Hence for any A  E, we have
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