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Unit 30: Riemann's and Lebesgue




                                              f(x h) f(x)                                       Notes
                                                +
                                                    -
                                D f(x) = limsup               [upper left derivative]
                                  –
                                         h  -    h
                                           0
                                             f(x h) f(x)
                                                +
                                                   -
                                D f(x) = liminf               [lower left derivative].
                                  –
                                        h  -     h
                                          0
                                                          -
                                                      +
                              f(x h) f(x)      é    f(x h) f(x)ù
                                 +
                                    -
             Note  Here,  limsup         :=  lim ê sup        ú  , and similarly the others.
                                             0
                         h  +     h       y +  ë 0 h y  h   û
                                                <
                                                  <
                           0
                 Example: Let f: (–1,1)   be f(0) = 0 and f(x) = x sin(1/x) for x = 0. Then, D f(0) = 1 = D f(0)
                                                                          +
                                                                                   –
          and D f(0) = –1 = D f(0) so that f is not differentiable at 0.
               +          –
             Notes That  f is  differentiable at x iff all the  four Dini derivatives are  equal and real
             (i.e., different from ±¥). Since D f(x)  D f(x) and D f(x) < D f(x) by definition, we also see
                                                            -
                                             +
                                      +               -
                                                                               +
             that f is differentiable at x iff the four Dini derivatives are real numbers satisfying D f(x) 
             D f(x) and D f(x) ¥ D f(x).
                      -
              -              +
          [Lebesgue’s differentiation theorem] Let –¥  a < b  ¥, let f : (a, b)   be a monotone function
          and let Y = {x  (a, b) : f is not differentiable at x}. Then  m * L,1  [Y] = 0.
          Proof: Since (a, b) can be written as a countable union of bounded open intervals, we may as well
          assume (a, b) itself is bounded. Assume f is increasing and write µ*= m * L,1  . By the remark above,
                                               +
                                                                            –
          Y = Y   Y , where Y  = {x  (a, b) : D  + f(x) < D f(x)} and Y  = {x  (a, b) : D f(x) < D f(x)}. We will
              1   2       1            –                2            +
          only show that µ*[Y ] = 0; the case of Y  is similar.
                          1               2
          Let  = {(r, s)   : r < s}, let X(r, s) = {x  (a,b): D f(x) < r < s < D f(x)} and note that Y  = U  X(r, s).
                       2
                                                           +
                                               –                           1  (rs)
          Hence it suffices to show there µ*[X(r, s)] = 0 for every (r, s)  . Fix (r, s)  , write X = X(r, s) and
          let  > 0 be arbitrary. Choose an open set U  (a, b) such that X  U and µ*[U] < µ*[X] + .
          Since D f < r on X, for each x  X and  > 0 we can find a non-degenerate closed interval I(x, ) =
                –
          [x –, x]  U such that 0 <  <  and f(x) – f(x – ) < r. Then  = {I(x, ) : x  X,  > 0} is a Vitali cover
          for X. By Vitali’s lemma, we can find finitely many pairwise disjoint intervals I ,…,I   such
                                                                          1   k
          that µ*[X\   k n 1 |I |] < .
                     =
                        n
          Let V =   k n 1 int[I ]. Then, V is open, V  U, and µ*[X] –  < µ*[V]  µ*[U] < µ*[X] + . Let X = V  X.
                   =
                       n
                +
          Since D f > s on X, and hence on X, for each y  X and  > 0 we can find a non-degenerate closed
          interval J(y,) = [y, y + ]  V (hence J(y,)  I  for some n  {1,…,k}) such that 0 <  < , and
                                                 n
          f(y + ) – f(y) > s. Then  = {J(y, ) : y  X,  > 0} is a Vitali cover for X. Again by Vitali’s lemma,
          we can find finitely many pairwise disjoint intervals J ,…, J    such that µ*[X\   m  |J|] <.
                                                                              =
                                                      1   m                   j 1  j
          Then   m j 1  |J|  µ*[X] –   µ*[X] – 2.
                 =
                    j
          Write I  = [x  – , x ] and J  = [y, y +]. For each n  {1,…,k}, let D  = {j  {1,..,m} : J   I }. Then
                n   n  n  n     j   j  j   j                    n            j  n
          {1,…, m} is the disjoint union of D ’s.
                                      n
          Note that  å j D (f(y + ) – f(y))  f(xn) – f(x  –  ) for each n  {1,…,k} since f is increasing.
                     
                                                  n
                          j
                                   j
                             j
                                               n
                      n
          Summing over n, we get  å m =  (f(y + ) – f(y))   å k n 1  (f(x ) – f(x  –  )),  and hence  å  m j 1 s  <
                                                                                 =
                                                     =
                                 j 1
                                                               n
                                               j
                                                                                    j
                                                                   n
                                                         n
                                      j
                                         j
          å k n 1  r , or s( å m j 1  |J|) < r ( å k n 1  |I |). From the earlier estimates we conclude that s(µ*[X] – 2)
             =
                                   =
                       =
                          j
                n
                                      n
          < r(µ*[X] + ). Since  > 0 was arbitrary and r < s, we must have µ*[X] = 0.
          The conclusion is, it can be extended to more general class of real functions.
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