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5.7. BILINEAR AND QUADRATIC FORMS                   221

                          In terms of coordinates, (5.7.5.2) takes the form
                                                         ◦

                                               x k = x + x k  (k = 1, 2, ... , n),
                                                     k
                                                                 ◦  T  ◦      ◦
                              T


                       where X =(x 1 , ... , x n ), X  T  =(x , ... , x ), X =(x , ... , x ).
                                                                        1
                                                      1
                                                                               n
                                                             n
                          Under parallel translations any basis remains unchanged.
                          The transformation of the space V defined by (5.7.5.2) reduces the hypersurface equation
                       (5.7.5.1) to
                                                  A(x , x )+ 2B (x )+ c = 0,






                       where the linear form B (x ) and the constant c are defined by


                                                    ◦                 ◦ ◦       ◦





                                       B (x )= A(x , x)+ B(x ),  c = A(x, x)+ 2B(x)+ c,
                       or, in coordinate notation,
                                             n             n                        n
                                                                    ◦                    ◦
                             B (x ) ≡ B X =     b x ,  c =   (b + b i )x + c,  b =    a ij j + b i .



                                                                                         x





                                                                     i
                                                i i
                                                               i
                                                                               i
                                            i=1            i=1                     j=1
                       Under parallel translation the group of the leading terms preserves its form.
                       5.7.5-3. Transformation of one orthonormal basis into another.

                       The transition from one orthonormal basis i 1 , ... , i n to another orthonormal basis i , ... , i   n
                                                                                              1
                       is defined by an orthogonal matrix P ≡ [p ij ]of size n × n, i.e.,
                                                   n


                                               i =    p ij i j  (i = 1, 2, ... , n).
                                               i
                                                   j=1
                          Under this orthogonal transformation, the coordinates of points are transformed as
                       follows:

                                                         X = PX,
                       or, in coordinate notation,
                                                    n


                                               x =     p ki x i  (k = 1, 2, ... , n),         (5.7.5.3)
                                                k
                                                    i=1
                              T


                       where X =(x 1 , ... , x n ), X  T  =(x , ... , x ).
                                                      1
                                                             n
                          If the transition from the orthonormal basis i 1 , ... , i n to the orthonormal basis i , ... , i   n

                                                                                              1
                       is defined by an orthogonal matrix P, then the hypersurface equation (5.7.5.1) in the new
                       basis takes the form


                                                  A (x , x )+ 2B (x )+ c = 0.




                                                        T
                       The matrix A ≡ [a ](A (x , x )= X A X ) is found from the relation







                                       ij
                                                              –1

                                                        A = P AP.
                       Thus, when passing from one orthonormal basis to another orthonormal basis, the matrix
                       of a quadratic form is transformed similarly to the matrix of some linear operator. Note
                       that the operator A whose matrix in an orthonormal basis coincides with the matrix of the
                       quadratic form A(x, x) is Hermitian.
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