Page 494 - Advanced Linear Algebra
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478    Advanced Linear Algebra



            by defining the linear operator  ²!³¢ F  ¦ F   by
                                     B
                                                           ³

                                                          ²
                           ²!³ ²%³ ~      ´!  ²%³µ ~                 ²%³
                                                        !  !
                                     ~               ‚
            the latter sum being a finite one. Note in particular that


                                   ²!³% ~  45      %    c               (19.3 )


                                           ~
            With  this  definition,  we  see that each formal power series   <   plays three
            roles  in  the  umbral  calculus,  namely, as a formal power series, as a linear
            functional and as a linear operator. The two notations  º ²!³ “  ²%³»   and
             ²!³ ²%³ will make it clear whether we are thinking of   as a functional or as an

            operator.
                                         <
            It is important to note that  ~    in   if and only if  ~    as linear functionals,
            which holds if and only if  ~    as linear operators. It is also worth noting that
                                ´ ²!³ ²!³µ ²%³ ~  ²!³´ ²!³ ²%³µ
            and so we may write  ²!³ ²!³ ²%³  without ambiguity. In addition,
                                  ²!³ ²!³ ²%³ ~  ²!³ ²!³ ²%³

            for all  Á    <   and    F  .

            When  we  are  thinking  of a delta series   as an operator, we call it a  delta

            operator. The following theorem describes the key relationship between linear
            functionals and linear operators of the form  ²!³ .

            Theorem 19.4 If  Á    < , then
                             º ²!³ ²!³ “  ²%³» ~ º ²!³ “  ²!³ ²%³»
            for all polynomials  ²%³  F .
                                    )
            Proof. If   has the form  19.2 , then by  19.3 ,
                                (
                                            (
                                                 )




                          (

                     º! “  !³% » ~ ! Lc  4 5   %    c     M  ~  ~º ²!³ “% »  ²19.4 )





                                       ~
            By linearity, this holds for  %     replaced by any polynomial     ²  %  ³  . Hence,
            applying this to the product     gives

                    º ²!³ ²!³ “  ²%³» ~ º! “  ²!³ ²!³ ²%³»                 …

                                  ~ º! “  ²!³´ ²!³ ²%³µ» ~ º ²!³ “  ²!³ ²%³»
                    (
                        )
            Equation  19.4  shows that applying the linear functional  ( !³  is equivalent to
            applying the operator  ²!³  and then following by evaluation at % ~   .
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