Page 125 - Advanced Linear Algebra
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Chapter 4

            Modules I: Basic Properties
















            Motivation

            Let  =   be a vector space over a field  -   and let       B  ²  =  ³  . Then for any

            polynomial   ²%³  -´%µ , the operator   ² ³  is well-defined. For instance, if

             ²%³ ~   b  % b % , then
                                     ² ³ ~ b   b







            where   is the identity operator and   is the threefold composition  kk  .
            Thus,  using  the  operator   we can define the product of a polynomial

             ²%³ -´%µ and a vector  # =  by
                                      ²%³# ~  ² ³²#³                     (4.1 )

            This product satisfies the usual properties of scalar multiplication, namely, for
            all  ²%³Á  ²%³  -´%µ  and "Á #  =  ,
                                  ²%³²" b #³ ~  ²%³" b  ²%³#
                               ² ²%³ b  ²%³³" ~  ²%³" b  ²%³"
                                  ´ ²%³ ²%³µ" ~  ²%³´ ²%³"µ
                                          " ~ "

            Thus,  for  a  fixed     B ²= ³ ,  we  can think of  =   as being endowed with the
            operations of addition and multiplication of an element of   by a polynomial  in
                                                           =
            -´%µ. However, since  -´%µ is not a field, these two operations do not make  =
            into a vector space. Nevertheless, the situation in which the scalars form a ring
            but not a field  is  extremely  important,  not only in this context but in many
            others.
            Modules

            Definition Let  9  be a commutative ring with identity, whose  elements  are
            called  scalars .  An  -module (            )  is a nonempty set  4  ,
                            9
                                       or a  module over  9
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