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20   3. Intermediate Determinant Theory

            In the definition of rejecter and retainer minors, no restriction is made
          concerning the relative magnitudes of either the row parameters i s or the
          column parameters j s . Now, let each set of parameters be arranged in
          ascending order of magnitude, that is,

                          i s <i s+1 ,j s <j s+1 ,  1 ≤ s ≤ r − 1.
                                                 (n)
          Then, the rth cofactor of A n , denoted by A       is defined as a
                                                 i 1 i 2 ...i r ;j 1 j 2 ...j r
          signed rth rejecter minor:
                          (n)                  (n)
                        A             =(−1) M              ,         (3.2.2)
                                            k
                          i 1 i 2 ...i r ;j 1 j 2 ...j r  i 1 i 2 ...i r ;j 1 j 2 ...j r
          where k is the sum of the parameters:
                                        r

                                   k =   (i s + j s ).
                                       s=1
          However, the concept of a cofactor is more general than that of a signed
          minor. The definition can be extended to zero values and to all positive and
          negative integer values of the parameters by adopting two conventions:

          i. The cofactor changes sign when any two row parameters or any two
             column parameters are interchanged. It follows without further assump-
             tions that the cofactor is zero when either the row parameters or the
             column parameters are not distinct.
          ii. The cofactor is zero when any row or column parameter is less than 1
             or greater than n.
          Illustration.
               (4)      (4)       (4)     (4)     (4)
             A 12,23  = −A 21,23  = −A 12,32  = A 21,32  = M 12,23  = N 34,14 ,
             (6)        (6)       (6)      (6)         (6)
            A      = −A       = A       = A      = −M        = −N 246,146 ,
             135,235    135,253   135,523  315,253     135,235
                         (n)            (n)          (n)
                        A i 2 i 1 i 3 ;j 1 j 2 j 3  = −A i 1 i 2 i 3 ;j 1 j 2 j 3  = A i 1 i 2 i 3 ;j 1 j 3 j 2 ,
                       (n)
                     A             =0 if p< 0
                       i 1 i 2 i 3 ;j 1 j 2 (n−p)
                                        or p ≥ n
                                        or p = n − j 1
                                        or p = n − j 2 .


          3.2.3 The Expansion of Cofactors in Terms of Higher
                 Cofactors
                                (n)
          Since the first cofactor A  is itself a determinant of order (n − 1), it can
                                ip
          be expanded by the (n−1) elements from any row or column and their first
                                        (n)
          cofactors. But, first, cofactors of A  are second cofactors of A n . Hence, it
                                        ip
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