Page 446 - Advanced Linear Algebra
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430    Advanced Linear Algebra




                     b    ~   ²% c%³ b  ²% c%³ ~   % b  % c²  b  ³%










                                                                  %
            for  % ?  . Since the sum of the coefficients of  %    ,  %      and    in  the  last

            expression is  , it follows that

                            b    b% ~   % b  % c²  b  c ³%  ?






                                             :
            and so     b     ? c% ~ : . Thus,   is a subspace of   and ? ~ % b:  is
                                                            =


            a flat. The rest follows from Theorem 16.2.…
            Affine Hulls
            The following definition is the analog of the subspace spanned by a collection
            of vectors.
            Definition Let   be a nonempty set of vectors in  .
                        ?
                                                    =
            1   The affine hull  of  , denoted by affhull ?  ²  ³  , is the smallest flat containing
             )
                               ?
               ?.
            2   The  affine span  of  ?  , denoted by  affspan ?  ²  ³  , is the set  of  all  affine
             )
                                     ?
               combinations of vectors in  .…
            Theorem 16.4 Let   be a nonempty subset of  . Then
                           ?
                                                 =
                          affhull²?³ ~  affspan²?³ ~ % b  span²? c %³
            or equivalently, for a subspace   of  ,
                                         =
                                     :
                         % b :~ affspan ²?³  ¯   :~ span ²? c %³
            Also,
                            dim ²     ²affspan  ?  ³  ³  ~  dim span ²  ?  c  %  ³  ³
                                                ²
            Proof. Theorem 16.3 implies that  affspan²?³ ‹  affhull²?³  and so  it  is
            sufficient to show that (~ affspan ²?³  is a flat, or equivalently, that for any
            & (, the set  : ~ ( c & is a subspace of  . To this end, let
                                              =

                                       &~       %
                                               Á
                                            ~
                                 :
            Then any two elements of   have the form     &  c  &   and     &  c  &  , where

                             &~         %    and  &~         %  2 Á
                                      Á
                                   ~                 ~
                 (
            are in  . But if  Á     !    -  , then
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