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226   5. Further Determinant Theory

          which, after transposition, is equivalent to the stated result.


          Exercises
          1. Prove that

                                      i

                                        b ik u k = H i ,
                                     k=1
             where

                                         i − 1
                                  b ik =
                                         k − 1  H i−k
             and hence express u k as a Hessenbergian whose elements are the H i .
          2. Prove that

                                       n   n
                                                   iq
                                                   A  A  ir,sq
                          H(A ,A )=          a                 .
                              is
                                 rj
                                                 A pj  A  pr,sj
                                              pq
                                       p=1 q=1
          5.8 Some Applications of Algebraic Computing
          5.8.1  Introduction
          In the early days of electronic digital computing, it was possible to per-
          form, in a reasonably short time, long and complicated calculations with
          real numbers such as the evaluation of π to 1000 decimal places or the
          evaluation of a determinant of order 100 with real numerical elements, but
          no system was able to operate with complex numbers or to solve even the
          simplest of algebraic problems such as the factorization of a polynomial or
          the evaluation of a determinant of low order with symbolic elements.
            The first software systems designed to automate symbolic or algebraic
          calculations began to appear in the 1950s, but for many years, the only
          people who were able to profit from them were those who had easy access
          to large, fast computers. The situation began to improve in the 1970s and
          by the early 1990s, small, fast personal computers loaded with sophisticated
          software systems had sprouted like mushrooms from thousands of desktops
          and it became possible for most professional mathematicians, scientists, and
          engineers to carry out algebraic calculations which were hitherto regarded
          as too complicated even to attempt.
            One of the branches of mathematics which can profit from the use of
          computers is the investigation into the algebraic and differential properties
          of determinants, for the work involved in manipulating determinants of or-
          ders greater than 5 is usually too complicated to tackle unaided. Remember
          that the expansion of a determinant of order n whose elements are mono-
          mials consists of the sum of n! terms each with n factors and that many
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