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Real Analysis




                    Notes          To go farther it will be useful to have some more notation. If  is a partition of [a, b] we will
                                   write

                                                                          n 
                                                           V  = V (f, [a, b]) := å|f(x ) – f(x  )|,
                                                                             i    i – 1
                                                                           1
                                   so that V =  sup  V  (here, f and [a, b] are “assumed”).
                                                 
                                             |[a,b]
                                   We can call V  the “-variation” of f over [a, b]. Since f has a finite value for each |[a, b], V  is
                                                                                                            
                                   always finite. However, V can be infinite. This is so, for example, if f is the Dirichlet function.
                                   Each V  pays attention only to the absolute value of the difference between the values at the
                                        
                                   opposite ends of an interval of the partition . We will need to take the signs of those differences
                                   into account, and they will lead to two new “variations.”
                                   For a real number x we define its positive part to be x  := max{0, x} and we define its negative part
                                                                            +
                                                                                                          –
                                                                                         +
                                        –
                                   to be x  := max{0, –x}. Both “parts” are non-negative, and we have x  + x  = |x| and x  – x  = x.
                                                                                            –
                                                                                                       +
                                                                                             +
                                                                                                              –
                                                                                                          –
                                                                                                       –
                                                                                      +
                                                                                          +
                                          Example: Prove that for all real numbers x and y, (x + y)   x  + y  and (x + y)   x  + y .
                                                                                    +
                                                                                            –
                                   These are “triangle inequalities!” What can be said about (xy)  and (xy) ?
                                   We now define the “positive” and “negative” “ -variations” of f over [a, b]:
                                                          n                              n 
                                                                      +
                                                                                                      –
                                           P  = P (f, [a, b]) :=  å(f(x ) – f(x  ))  and N = N (f, [a, b]) :=  å(f(x ) – f(x  )) .
                                                            i    i – 1                   i    i – 1
                                                          1                               1
                                   Definition: The positive variation, P = P(f, [a, b]) and the negative variation N = N(f, [a, b]) of f
                                   over [a, b] are given by P =  sup P  and N =  sup N  respectively.
                                                                            
                                                              
                                                          |[a,b]       |[a,b]
                                   For example, if f increases on [a, b], P  = V  = f(b) – f(a) and N  = 0. If we look at f(x) := |x| on
                                                                                   
                                   [–1, 1] we will always have 0  P   1 and 0  N   1, and 0  V   2.
                                                                                   
                                                +
                                   Because of how x  and x  were defined, we always have (for any function)
                                                      –
                                                        P  + N  = V  and P  – N  = f(b) – f(a)
                                                                      
                                   If  is a refinement of , we always have O   O , where O stands for any of the letters N, P or V.
                                                                       
                                   This follows from several applications of the triangle inequality.
                                   22.6 Some Properties of Functions of Bounded Variation
                                   If f Î BV[a, b] then f is bounded on [a, b].
                                   Proof: Suppose a  x  b. Then, if we let := {a, x, b},
                                     |f(x)| = |f(x) – f(a) + f(a)|  |f(a)| + |f(x) – f(a)| +|f(b) – f(x)| = |f(a)| + V   |f(a)| + V.
                                                                                                 
                                   The space BV[a, b] is a vector space. For all c Î  and all f Î BV[a, b], V(cf, [a, b]) = |c|V(f, [a, b]).
                                   For all f Î BV[a, b] and g Î BV[a, b], V(f, [a, b])  V(f, [a, b]) + V(g, [a, b]); V(f, [a, b]) = 0 if and only
                                   if f is constant.
                                   Proof: The second assertion follows from these facts: for all  | [a, b], V (cf, [a, b]) = |c|V (f,
                                                                                                            
                                   [a, b]); sup{|c|x: x Î E} = |c| sup{x: x Î E} = |c| sup E. The first assertion and the first part of the
                                   third one follow from the second one and the triangle inequality. Finally, suppose that V(f, [a,
                                   b]) = 0 and that a  x  b. Then, with := {a, x, b}, |f(x) – f(a)| |f(x) – f(a)| + |f(b) – f(x)| = V  = 0.
                                                                                                           
                                   Therefore f(x)  f(a).
                                   If f Î BV[a, b] and a < c <b then f Î BV[a, c] and f Î BV[c, b], and conversely. Moreover, V =
                                   V(f, [a, b]) = V(f, [a, c]) + V(f, [c, b]).


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