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524                   APPENDIX  A.  MATHEMATICAL PRELIMINARlES

                  matrices are said to be conformable in the order stated.  For example, if  A is
                       AB  = [    all  a12   [ bll  b12  ]
                  of order 4 x 2 and B is of order 2 x 3, then the product AB is



                                              bzl  bzz   b13                  (A.9-8)
                                                       b23
                            =[ a4lbll + a4241  a4lbl2 + a4242  a41b13 + a42b23 1
                                  a41
                                       a42
                                  allbll + alZb2l
                                                 allbl2 + a12b22  allbl3 + a1243
                                  a2lbll + a22b2l
                                                                a21b13 + a22b23
                                                 a21bl2 + a22b22
                                  a3lhl + a32b21
                                                 a3lbl2 + a32b22  a3lbl3 + a32b23
                  In general, if a matrix of order (m, is multiplied by a matrix of order (T, n),
                                                r)
                  the product is a matrix of  order (m, n). Symbolically, this may be expressed
                  as


             Example A.10  If
                                       1   -1     and  .=[:I
                                A=     2    0
                                       -1   5
             determine AB.
             Solution


                             AB  =  [ : il][i]

                                         -1   5







               6.  A matrix A can be multiplied by itself if and only if it is a square matrix. The
                 product AA can be expressed as A2. If  the relevant products are defined,
                 multiplication of matrices is associative, i.e.,
                                          A(BC) = (AB)C                     (A.9-10)
                 and distributive, i.e.,
                                        A(BtC)=AB+AC                        (A. 9-1 1)
                                        (B+C)A = BA+CA                      (A.9-12)
                 but, in general, not commutative.
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