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Example 8.12
                             Using the Cayley-Hamilton technique, solve the system of equations:


                                                        dx
                                                          1  =  x +  2 x
                                                         dt   1    2
                                                        dx
                                                          2  =  2 x −  2 x
                                                         dt    1    2

                             with the initial conditions: x (0) = 1 and x (0) = 3
                                                     1
                                                                 2
                             Solution: The matrix A for this system is given by:


                                                             1   2  
                                                        A =       
                                                            2   −  2


                             and the solution of this system is given by:

                                                               At
                                                        X(t) = e X(0)

                             Given that A is a 2 ⊗ 2 matrix, we know from the Cayley-Hamilton result
                             that the exponential function of A can be written as a first-order polynomial
                             in A; thus:

                                                     P(A) = e  = aI + bA
                                                             At
                             To determine a and b, we note that the polynomial equation holds as well for
                             the eigenvalues of A, which are equal to –3 and 2; therefore:


                                                         e  −3 t  =−  b
                                                              a 3
                                                           t 2
                                                         e =+ 2   b
                                                              a
                             giving:


                                                        a =  2  e −3 t  +  3  e  t 2
                                                           5     5
                                                           1     1
                                                        b =  e −  e  −3 t
                                                              t 2
                                                           5     5
                             and


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