Page 27 - 35Linear Algebra
P. 27

1.4 So, What is a Matrix?                                                                       27


                                                                2
                                              2
                           = (2ax + b) + (2ax + 2bx + 2c) = 2ax + (2a + 2b)x + (b + 2c)

                                                                
                                             2a            2 0 0      a
                                                                       b
                                      =   2a + 2b   =   2 2 0        .
                                           b + 2c          0 1 2      c
                                                   B                       B

                   That is, our notational convention for quadratic functions has induced a notation for
                   the differential operator  d  + 2 as a matrix. We can use this notation to change the
                                         dx
                   way that the following two equations say exactly the same thing.

                                                                        
                                                         2 0 0      a          0

                                 d
                                    + 2 f = x + 1 ⇔    2 2 0         =      .
                                                                     b
                                                                               1
                                 dx
                                                         0 1 2       c         1
                                                                         B        B
                   Our notational convention has served as an organizing principle to yield the system of
                   equations
                                                      2a    = 0
                                                   2a + 2b = 1
                                                    b + 2c  = 1


                                  0
                                 
                                  1
                   with solution     , where the subscript B is used to remind us that this stack of
                                  2
                                  1
                                  4  B
                                             1
                                                 1
                   numbers encodes the vector x+ , which is indeed the solution to our equation since,
                                             2   4
                                                                    1
                                                                          1

                   substituting for f yields the true statement  d  + 2 ( x + ) = x + 1.
                                                            dx      2     4
                      It would be nice to have a systematic way to rewrite any linear equation
                   as an equivalent matrix equation. It will be a little while before we can learn
                   to organize information in a way generalizable to all linear equations, but
                   keep this example in mind throughout the course.

                      The general idea is presented in the picture below; sometimes a linear
                   equation is too hard to solve as is, but by organizing information and refor-
                   mulating the equation as a matrix equation the process of finding solutions
                   becomes tractable.


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