Page 416 - Advanced Linear Algebra
P. 416

400    Advanced Linear Algebra





                        ker² ³ ‹ 0 • º²c ³          ²!³ c ! “ !  Á      8   : »

            and since        ²²c ³    ²!³ c !³~  , it follows that ker ² ³~0  .

            We  now  have quotient-space characterizations of the symmetric and
            antisymmetric  tensor spaces that do not place any restriction on the
            characteristic of the base field.

            Theorem 14.17  Let   be a finite-dimensional vector space over a field  .
                             =
                                                                      -
             )

            1   The surjective linear map  ¢; ²= ³ ¦ - ´  Á ÃÁ  µ  defined by



                             4     n Ä n     5   ~         v Ä v
                                ÁÃÁ                    ÁÃÁ
               has kernel
                                 0~ º      ²!³ c ! “ !  Á 8        : »

               and so

                                    ;²= ³
                                           š - ´  ÁÃÁ  µ



                                      0

               The  vector  space  ;²= ³°0  is also referred to as the  symmetric tensor
               space of degree   of  .

                                =
             )

                                                 c
            2   The surjective linear map  ¢; ²= ³ ¦ - ´  Á ÃÁ  µ  defined by



                             4    ÁÃÁ        n Ä n        5   ~         ÁÃÁ        w Ä w


               has kernel
                              0 ~ º²c ³            ²!³ c ! “ !  Á 8      : »

               and so

                                    ;²= ³     c
                                          š - ´  ÁÃÁ  µ



                                      0

               The vector space ;²= ³°0  is also referred to as the antisymmetric tensor
               space or  exterior product space of degree   of  . …
                                                      =



            The isomorphic exterior spaces (; ²= ³  and ; ²= ³°0    are usually denoted by

              =  and the isomorphic exterior algebras   (;²= ³ and   ;²= ³°0  are  usually
            denoted by    =  .
            Theorem 14.18 Let   be a vector space of dimension  .
                            =
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