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Measure Theory and Functional Analysis




                    Notes
                                               x       x
                                       sup   f     f      x o    r  o
                                        y M

                                                                        x        x
                                                                  inf  f    f      x                       … (7)
                                                                 y M                o
                                   If   > 0 the right hand side of (7) becomes

                                                                  1      1
                                                             r      f(x)   f  x   x o  which implies that
                                                              o
                                                      f (x) +   r = f  (x +   x )     f     x +  x
                                                              o   o     o            o
                                   If z = x +   x    M  then we get from above
                                             o   o
                                                         |f  (z)|    f     z                               … (8)
                                                          o
                                   If   < 0, then from L.H.S. of (7) we have

                                                 x       x
                                               f      f     x o   r  o


                                            1     1                           1   1
                                             f(x)    f  x   x o   r , since   < 0,   .
                                                                  o
                                                      f (x) +   r     f     x +   x
                                                              o           o
                                                           f  (z)     f     z  for every z   M             … (9)
                                                           o                        o
                                   Replacing z by –z in (9) we get

                                                         – f  (z)    f     z  , since f  is linear on M   … (10)
                                                           o                 o           o
                                   Hence we get from (9) and (10).
                                                         |f  (z)|    f     z                              … (11)
                                                          o
                                   Since f is functional on M,   f   is bounded.

                                   Thus ( ) shows that f  is a functional on M .
                                                    o                o
                                   Since   f   = sup {|f  (z)| : z   M ,   z     |}, it follows from ( ) that
                                         o        o          o
                                                             f       f
                                                             o
                                   We finally obtain from (A) and (B) that

                                                             f   =   f
                                                             o
                                   This power the lemma for real normed linear space.
                                   Case II: Let N be a complex normed linear space.
                                   Let N be a normed linear space over C and f be a complex valued functional on a subspace M of
                                   N.
                                   Let g = Re (f) and h = Im (f) so that we can write
                                   f (x) = g (x) + i h (x). We show that g (x) and h (x) are real valued functionals.

                                   Since f is linear, we have
                                                        f (x + y) = f (x) + f (y)



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