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Measure Theory and Functional Analysis




                    Notes          (d)  Let S    S , we have
                                           1   2
                                       x  S     x is orthogonal to every vector in S
                                            2                               2
                                            x is orthogonal to every vector in S  because S    S .
                                                                         1       1   2
                                            x   S
                                                 1
                                             S   S
                                              2   1
                                   (e)  Let x   S. Then (x, y) = 0    y   S .

                                            by definition of (S ) , x   (S ) .
                                       Thus x   S    x   S .
                                            S   S .
                                       This completes the proof of the theorem.

                                   Theorem 2: If S is a non-empty subset of a Hilbert space H, then S  is a closed linear subspace of
                                   H and hence a Hilbert space.
                                   Proof: We have

                                   S  = {x   H : (x, y) = 0    y   S} by definition. Since (0, y) = 0   y   S, therefore at least 0   S  and
                                   thus S  is non-empty.

                                   Now let x , x    S  and  ,   be scalars. Then (x , y) = 0, (x , y) = 0 for every y   S.
                                          1  2                          1       2
                                   For every y   S, we have
                                                    ( x  +  x , y) =  (x , y) +  (x , y)
                                                       1   2        1       2
                                                               =  (0) +  (0)

                                                               = 0
                                          x  +  x    S
                                          1    2
                                       S  is a subspace of H.
                                   Next we shall show that S  is a closed subset of H.

                                   Let (x )  S  and x    x in H.
                                       n         n
                                   Then we have to show that x   S .
                                   For this we have to prove (x, y) = 0 for every y   S.
                                   Since x   S , (x , y) = 0 for every y   S and for n = 1, 2, 3, …
                                        n      n
                                   Since the inner product is a continuous function, we get
                                   (x , y)   (x, y) as n
                                    n
                                   Since (x , y) = 0    n, (x, y) = 0
                                         n
                                          x   S .
                                   Hence S is a closed subset of H.









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