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Unit 17: Uniform Convergence and Differentiability




                                                                                                Notes
                 Example: Look at the uniform convergence of series  å  ¥ n= 1  x n   both on  [ r-  , ], 0 r <  1
                                                                              r
                                                                                 <
          and (–1, 1). In the first case we see that the series converges uniformly by Weierstrass M-test
          Since
                                                  ¥
                                                     n
                                         n
                                        x £  r  n  and å r < ¥
                                                  n=  1
          In the second one we will try to show that there is no uniform convergence. Look at the partial
          sums  f  If we can prove that { }f n  is not a uniform Cauchy sequence then  { }f n  is not uniformly
                 .
                n
          convergent and therefore the series will not converge  uniformly. Often  it suffices to look  at
           f  -  f   and show that it does not converge to 0.
            n+ 1  n  sup
                                             n+ 1  n
                                                      i
                                                i å
                              f  -  f  =  sup å  x -  x =  sup x n+ 1  =  1.
                               n+ 1  n  sup
                                        x Î -  1   i= 1  xÎ ( 1,1)
                                                          -
                                          ( 1,1) i=
          Therefore, take  e =  1/2,  and  N"  e   put  n =  N +  1  and  m =  N + 1.  We see that  f -  f  m  sup  =
                                                                              n
            >
          1 1/2 = e .
          In conclusion, use M-test to prove uniform convergence.
          17.4 Power Series and Uniform Convergence


          Recall, from Analysis 2, that a power series is the series of functions of the form  å  ¥  a x  n ,
                                                                                n= 1  n
          where  a  is sequence of real numbers. We define a radius of convergence R of the series such
                 n
          that  å  ¥  a x  converges absolutely on  ( R-  , ) and diverges for  x >  . R
                     n
                                              R
                n= 1  n
                 Example:  Consider  å  ¥  x n .   The  series  converges  pointwise  on  (–1,  1),  but  this
                                    n= 0
          convergence is not uniform, whereas on  [ r-  , ]  converges uniformly.
                                               r
                        ¥
                             n
                                                                                  r
          Theorem 6: Let  å  a x  be a power series with a radius of convergence R. Then for any 0 £ <  R
                        n= 0  n
                                          r
          the series converges uniformly on  [ r-  , ].
                      -
          Proof: Fix  r Î ( R , ) and define a sequence  M =  a r  n . å  ¥  M  converges absolutely by our
                         R
                                                 n  n     n= 0  n
          choice of r and we get
                                                           ¥
                                           n
                                                 n
                                     r
                                   -
                              " x Î [ r , ] : a x £  a r =  M n  and å M <  . ¥
                                                               n
                                               n
                                         n
                                                           n=  0
                                                    ¥
                                                        n
                                                     a x  converges uniformly on [–r, r].
          Therefore by Weierstrass M-test, the power series  å n
                                                   n =  0


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