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Unit 17: The Hahn-Banach Theorem




                      g (x + y) + i h (x + y) = g (x) + i h (x) + g (y) + i h (y)               Notes
                                       = g (x) + g (y) + i (h (x) + h (y))
          Equating the real and imaginary parts, we get
                                g (x + y) = g (x) + g (y)

          and                   h (x + y) = h (x) + h (y)
          If     R, then we have
                                 f (  x) = g (  x) + i h (  x)
          Since f is linear

                                 f (  x) =   f (x) =   g (x) +   i h (x)
                                 f (  x) =   g (x) and h (  x) =   h (x)
                                                         (equating real and imaginary parts)

                 g, h are real linear functions on M.
                 Further |g (x)|   |f (x)|     f      x
                 If f is bounded on M, then g is also bounded on M.
          Similarly h is also bounded on M.

          Since a complex linear space can be regarded as a real linear space by restricting the scalars to be
          real numbers, we consider M as a real linear space. Hence g and h are real functional on real
          space M.
          For all x in M we have
                                  f (i x) = i f (x) = i {g (x) + i h (x)}
          or              g (i x) + i h (i x) = – h (x) + i g (x)

          Equating real and imaginary parts, we get
                                 g (i x) = – h (x) and h (i x) =  g (x)
          Therefore we can express f (x) either only by g or only h as follows:
                                   f (x) = g (x) – i g (i x)

                                       = h (i x) + i h (x).
          Since g is a real functional on M, by case I, we extend g to a real functional g  on the real space M
                                                                      o               o
          such that   g    =   g  . For x   M , we define
                    o               o
                                  f  (x) = g  (x) – i g  (i x)
                                   o      o      o
          First note that f  is linear on the complex linear space M . Such that f  = f on M.
                      o                                o         o
          Now                  f  (x + y) = g  (x + y) – i g  (i x + i y)
                                o         o         o
                                       = g  (x) + g  (y) – i g  (i x) – i g  (i y)
                                          o     o      o       o
                                       = f  (x) + f  (y).
                                         o     o
          Now for a, b   R, we have
                            f  ((a + i b) x) = g  (ax + i bx) – i g  (– bx + i ax)
                            o            o            o
                                       = a g  (x) + b g  (i x) – i (–b) g  (x) – i a g  (i x)
                                           o       o          o        o
                                       = (a + ib) {g  (x) – i g  (i x)}
                                                o      o

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