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3.2:  Basic  Properties  of  Determinants      73


         which  is turn  equals  the  sum  of

                  ^2                     ••        ' kik  '  '  '  a
                                                    a
                     signal,..., i n )oii 1
                                             "3h              ni n
         and

                 c ^ s i g n ( i 1 , . . . , i n ) a i i l  •  •  a 31 j   a  3lk   1  a r

         Now the  first  of these  sums  is simply  det(^4), while the  second
         sum  is the  determinant  of  a matrix  in  which  rows j  and  k  are
         identical,  so  it  is  zero  by  3.2.2.  Hence  det(C)  =  det(A).

              Now  let  us see how use  of these  properties  can  lighten  the
         task  of  evaluating  a  determinant.  Let  A  be  an  n  x  n  matrix
         whose  determinant   is to  be  computed.  Then  elementary  row
         operations  can be used  as in Gaussian  elimination to  reduce  A
         to  row  echelon  form  B.  But  B  is  an  upper  triangular  matrix,
         say
                               (bn    bi2   •••   & l n \
                                  0    b 22  •  •  •  b 2n
                         B  =

                               \  0     0        "nn  /

         so  by  3.1.5  we  obtain  det(B)  =  611622 •  •  -bun-  Thus  all  that
         has  to  be  done  is to  keep  track,  using  3.2.3,  of the  changes  in
         det(.A)  produced  by the  row  operations.
         Example     3.2.1
         Compute   the  determinant

                                   0     1    2     3
                                   1     1    1     1
                           D  =
                                 - 2   - 2    3     3
                                   1  - 2   - 2   - 3

              Apply  row operations  Ri  <-» R 2  and then  R 3  + 2R\,  R4 —
         i?i  successively  to  D  to  get:
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