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Sachin Kaushal, Lovely Professional University             Unit 17: Uniform Convergence and Differentiability





              Unit 17: Uniform Convergence and Differentiability                                Notes


             CONTENTS
             Objectives
             Introduction
             17.1 Uniform Convergence and Differentiability
             17.2 Series of Functions
             17.3 Central Principle of Uniform Convergence

             17.4 Power Series and Uniform Convergence
             17.5 Continuous but Nowhere Differentiable Function
             17.6 Summary
             17.7 Keywords
             17.8 Review Questions
             17.9 Further Readings

          Objectives

          After studying this unit, you will be able to:
              Discuss the uniform convergence and differentiability

              Explain the series of the functions
              Describe the central principle of uniform convergence
          Introduction


          In last unit you have studied about uniform convergence and continuity. Simple or pointwise
          convergence is not enough to preserve differentiability, and neither is uniform convergence by
          itself. However, if we combine pointwise with uniform convergence we can indeed preserve
          differentiability and also switch the limit process with the process of differentiation. It remains
          to clarify the connection between uniform convergence and differentiability.

          17.1 Uniform Convergence and Differentiability

          Is it true that  if all  f  are differentiable and  f ®  f   uniformly then  f  is differentiable and
                            n                     n
            ¢
           f ®  f  ? ¢  The answer is no. Look at the following examples.
           n
                                          1
                                                2
                 Example: Let  f n  :   ®  , f n ( ) =  sin(n x .
                                                 )
                                       x
                                          n
                                                                  æ          1    2          ö
                                                                                    )
          We see  that all  f  are differentiable and  that  f ®  f   uniformly  ç è  f -  f  sup  =  n  sin(n x =  1/n ®  0 .
                                                                                             ÷
                                                                    n
                                                   n
                         n
                                                                                             ø
 æ  1  2         ö
        )
                                  2
                           =
                         x
                                   )
                                      0
 ç  f -  f  =  sin(n x =  1/n ®  0 .  But  f  ¢ ( ) n cos(n x ®  neither uniformly nor pointwise, although the zero function
                 ÷
 n
 è  sup  n       ø      n
          is differentiable.
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