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Unit 31: Finite Dimensional Spectral Theory




          If     for each i, p x = 0 for each i.                                                Notes
             i            i
          Hence p x + p x + … + p x = 0
                 i   2       m
               (p  + p  + … + p ) x = 0
                 1  2       m
               Ix = 0

               x = 0, a contradiction to the fact that x  0. Hence  must be equal to   for some i. This in the
                                                                     i
          spectral resolution (1) of T, the scalar   are the precisely the eigenvalue of T.
                                          i
          If the spectral resolution is not unique.
          Let T =  Q  +  Q  + … +  Q                                              … (3)
                 1  1  2  2     n  n
          be another revolution of T. Then  ,   , …    is the  same set of eigenvalues of  T written in
                                       1  2    n
          different order.  Hence writing the eigenvalues in the same order as in (1) and renaming the
          projections, we can write (3) as
                                     T =  Q  +  Q  + … +   Q                      … (4)
                                         1  1  2  2     m  m
          To prove uniqueness, we shall show that p  in (1) and Q  in (4) are some.
                                            i          i
                       2
          Using the fact p  = p , p p = 0   i   j, we can have
                       i  i  i  j
                                      0
                                    T = I = p  + p  + … + p
                                            1   2      m
                                      1
                                    T =  p  +  p  + … +   p
                                         1  1  2  2     m  m
                                    T =  p  + … +  2  p
                                      2
                                          2
                                         1  1      m  m
                                          n
                                      n
          and                       T =  p  + … +  n  p for any positive integer n.  … (5)
                                          1  1     m  m
          Now if g (t) is a polynomial with complex coefficient in the complex variable t, we can write
          g (T) as
                                  g (T) = g ( ) p  + g ( ) p  + … + g (  ) p
                                            1  1    2  2        m  m
                                          m
                                       =   g ( ) p j                            … (by 5)
                                               j
                                         j 1
          Let   be a polynomial such that   ( ) = 1 and   ( ) = 0
              i                      i  i       i  j
          if i  j
          Taking   in place of g, we get
                 i
                 m          m
            (T) =    ( ) p      p   p
           i        i  j  j    ij  j  i
                 j 1        j 1
          Hence for each i, let p  =   (T) which is a polynomial in T. The proof is complete if we show the
                            i  i
          existence of   over the field of complex number.
                     i
                      (t   )  (t   )(t    )...(t  )
          Now    (t)       1      i 1   i 1     m
                i
                    (     )....(   )(      )  (    )
                      i  1    i  i 1  i  i 1   i  m
          satisfies our requirements i.e.   ( ) = 1 and   ( ) = 0 if i  j
                                   i  i        i  j
          Repeating the above discussion for Q ’s we get in a similar manner Q  =   (T) for each i.
                                        i                         i  i
                 p  = Q  for each i.
                  i   i
          This completes the proof of the theorem.




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