NAG Library Manual, Mark 28.4
Interfaces:  FL   CL   CPP   AD 

NAG AD Library Introduction
Example description
    Program f08kb_p0w_fe

!     F08KB_P0W_F Example Program Text
!     Mark 28.4 Release. NAG Copyright 2022.

!     .. Use Statements ..
      Use iso_c_binding, Only: c_ptr
      Use nagad_library, Only: f08kb_p0w_f
      Use nag_library, Only: nag_wp, x04caf
!     .. Implicit None Statement ..
      Implicit None
!     .. Parameters ..
      Integer, Parameter               :: nb = 64, nin = 5, nout = 6
!     .. Local Scalars ..
      Type (c_ptr)                     :: ad_handle
      Integer                          :: i, ifail, lda, ldu, ldvt, lwork, m,  &
                                          n
!     .. Local Arrays ..
      Real (Kind=nag_wp), Allocatable  :: a(:,:), s(:), u(:,:), vt(:,:),       &
                                          work(:)
      Real (Kind=nag_wp)               :: dummy(1,1)
!     .. Intrinsic Procedures ..
      Intrinsic                        :: max, min, nint
!     .. Executable Statements ..
      Write (nout,*) 'F08KB_P0W_F Example Program Results'
!     Skip heading in data file
      Read (nin,*)
      Read (nin,*) m, n
      lda = m
      ldu = m
      ldvt = n
      Allocate (a(lda,n),s(m),u(ldu,m),vt(ldvt,n))

!     Use routine workspace query to get optimal workspace.
      lwork = -1
      ifail = 0
      Call f08kb_p0w_f(ad_handle,'A','A',m,n,a,lda,s,u,ldu,vt,ldvt,dummy,      &
        lwork,ifail)

!     Make sure that there is enough workspace for block size nb.
      lwork = max((5*m+9)*m+n+nb*(m+n),nint(dummy(1,1)))
      Allocate (work(lwork))

!     Read the m by n matrix A from data file
      Read (nin,*)(a(i,1:n),i=1,m)

!     Compute the singular values and left and right singular vectors
!     of A (A = U*S*(V**T), m.le.n)
      ifail = 0
      Call f08kb_p0w_f(ad_handle,'A','A',m,n,a,lda,s,u,ldu,vt,ldvt,work,lwork, &
        ifail)

!     Print solution
      Write (nout,*)
      Write (nout,*) 'Singular values'
      Write (nout,99999) s(1:m)
99999 Format (3X,(8F8.4))
      Flush (nout)

!     Normalize so that u(1,j)>=0
      Do i = 1, min(m,n)
        If (u(1,i)<0.0_nag_wp) Then
          u(1:m,i) = -u(1:m,i)
          vt(i,1:n) = -vt(i,1:n)
        End If
      End Do
!     ifail: behaviour on error exit
!            =0 for hard exit, =1 for quiet-soft, =-1 for noisy-soft
      ifail = 0
      Call x04caf('General',' ',m,m,u,ldu,'Left singular vectors',ifail)

      Write (nout,*)
      Flush (nout)

      Call x04caf('General',' ',m,n,vt,ldvt,'Right singular vectors by row '// &
        '(first m rows of V**T)',ifail)

    End Program f08kb_p0w_fe