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Unit 17: The Hahn-Banach Theorem




          Let g = Re (f) then g (x)   |f (x)|   p (x).                                          Notes
          So by the generalised Hahn-Banach Theorem for Real Linear space, can be extended to a linear
          functional g  on L into R such that g  = g on M and g  (x)   p (x)    x   L.
                    o                  o            o
          Define f  (x) = g  (x) – i g  (i x) for x   L as in the Hahn-Banach Theorem, f  is linear functional on
                o      o     o                                      o
          L such that f  = f on M.
                    o
          To complete the proof we have to prove that
                                |f  (x)|  p (x)    x   L.
                                  o
                             i
          Let x   L and f  (x) = r e , r > o and   real. Then
                      o
                                |f  (x)| = r = e  re  = e  f  (x)
                                            –
                                                   –i
                                               i
                                  o                   o
                                       = f  (e  x).
                                            –i
                                         o
                     –i
          Since r = f  (e x), f  is real so that we can take
                  o      o
                                                       –i
                                |f  (x)| = r = f  (e  x) = g  (e x)               … (1)
                                              –i
                                  o         o        o
                             –i
                                     –i
          Since g  (x)   p (x), g  (e x)   p (e x) for x   L.
                o          o
                –i
                                        –i
          But p (e x) = |e | p (x) so that g  (e x)   p (x)                       … (2)
                       –i
                                     o
          It follows from (1) and (2) that
                                |f  (x)|  p (x)
                                  o
          This completes the proof of the theorem.
          Corollary 1: Deduce the Hahn-Banach theorem for normed linear spaces from the generalised
          Hahn-Banach theorem.
          Proof: Let p (x) =   f     x   for x   N.
          We first note that p (x)   0 for all x   N.
          Then for any x, y   N, we have
                                p (x + y) =   f     x + y
                                            f   (   x  +   y  )
                                       =   f     x  +   f    y
                                       = p (x) + p (y)
                                p (x + y)  p (x) + p (y)

          Also                   p (  x) =   f        x    = | |    f      x   = | | p (x).
          Hence  p  satisfies  all  the  conditions  of  the  generalized  Hahn-Banach  Theorem  for
          Complex Linear space. Therefore  a functional f  defined on all of N such that f  = f on M and
                                                 o                         o
          |f  (x)|   p (x) =   f      x     x   N.
            o
                                     f       f                                    … (3)
                                     o
          Since f  is the extension of f from a subspace M, we get
               o
                                     f      f                                     … (4)
                                           o
          From (3) and (4) it follows that
                                     f   =   f
                                     o




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