Friday, March 1, 2013

column of a matrix

Let T be a n × n real matrix. It is known that when T is singular, then its unique generalized inverse T (known as the Moore-Penrose inverse) is defined. In the case when T is a real m×n matrix, Penrose showed that the column matrix satisfying the four Penrose equations, called the generalized column of T. A lot of work concerning generalized with the column has been carried out, in finite and infinite dimension. Having problem with Matrix Solver Read my upcoming post, i will try to help you.


Definition of Column matrix:


A matrix with a one column is called a column matrix. In other words geometric vector may possibly be represent with a listing of numbers are known as column matrix. A column matrix is an ordered list of numbers given in a column.

Example

          Column matrix is an m × 1 matrix, i.e. a matrix consisting of a single column of m elements.

                     [x1]    

                     [x2]

                X= [ . ]

                     [ . ]

                     [xm]

 For example of column matrix:     

                                  `[[2.3],[5]]`


Column matrix product:


          Let T be a n × n real matrix. It is well-known that as soon as T is singular, then its exceptional generalized inverse T (known as the Moore-Penrose inverse) is defined. In the case after T is a real m×n matrix, Penrose showed that the column matrix satisfying the four Penrose equations, called the generalized column of T. A lot of work concerning generalized with the column has been carried out, in finite and infinite dimension.

                3x4 matrix                                 4x5 matrix                                 3x5 matrix

                [      .  .   .]                                      [ . . . a . ]                                        [. . . . . ]

                [.    .  .   .]                                       [. . . b . ]                       =               [. . . . . ]

                [1 2 3 4]                                        [. . . c .]                                        [. . . x3,4 .]

                                                                      [. . . d .]

           The element x3,4 of the above matrix product is computed as follows

                              x3,4 = (1,2,3,4) . (a,b,c,d) = 1xa + 2xb + 3xc + 4xd.

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