NAG Library Manual, Mark 30.2
Interfaces:  FL   CL   CPP   AD 

NAG AD Library Introduction
Example description
!   D01TB_A1W_F Example Program Text
!     Mark 30.2 Release. NAG Copyright 2024.

    Module d01tb_a1w_fe_mod

!     .. Use Statements ..
      Use iso_c_binding, Only: c_ptr
      Use nagad_library, Only: exp, nagad_a1w_w_rtype, Assignment (=),         &
                               Operator (/), Operator (**), Operator (+),      &
                               Operator (-), Operator (*)
      Use nag_library, Only: nag_wp
!     .. Implicit None Statement ..
      Implicit None
!     .. Accessibility Statements ..
      Private
      Public                           :: f
!     .. Parameters ..
      Integer, Parameter, Public       :: ndim = 4, nout = 6
    Contains
      Subroutine f(ad_handle,ndim,x,ret,iuser,ruser)

!       .. Scalar Arguments ..
        Type (c_ptr), Intent (Inout)   :: ad_handle
        Type (nagad_a1w_w_rtype), Intent (Out) :: ret
        Integer, Intent (In)           :: ndim
!       .. Array Arguments ..
        Type (nagad_a1w_w_rtype), Intent (Inout) :: ruser(*)
        Type (nagad_a1w_w_rtype), Intent (In) :: x(ndim)
        Integer, Intent (Inout)        :: iuser(*)
!       .. Executable Statements ..
        ret = (x(1)*x(2)*x(3))**6/(x(4)+2.0E0_nag_wp)**8*                      &
          exp(-2.0_nag_wp*x(2)-0.5_nag_wp*x(3)*x(3))
        Return

      End Subroutine f
    End Module d01tb_a1w_fe_mod

    Program d01tb_a1w_fe
!     D01TB_A1W_F Example Main Program

!     .. Use Statements ..
      Use d01tb_a1w_fe_mod, Only: f, ndim, nout
      Use iso_c_binding, Only: c_ptr
      Use nagad_library, Only: d01fb_a1w_f, d01tb_a1w_f,                       &
                               nagad_a1w_get_derivative,                       &
                               nagad_a1w_inc_derivative,                       &
                               nagad_a1w_ir_create => x10za_a1w_f,             &
                               nagad_a1w_ir_interpret_adjoint_sparse,          &
                               nagad_a1w_ir_register_variable,                 &
                               nagad_a1w_ir_remove, nagad_a1w_w_rtype,         &
                               x10aa_a1w_f, x10ab_a1w_f, Assignment (=)
      Use nag_library, Only: nag_wp
!     .. Implicit None Statement ..
      Implicit None
!     .. Local Scalars ..
      Type (nagad_a1w_w_rtype)         :: a, ans, b
      Type (c_ptr)                     :: ad_handle
      Integer                          :: i, ifail, j, k, lwa
!     .. Local Arrays ..
      Type (nagad_a1w_w_rtype), Allocatable :: abscis(:), weight(:)
      Type (nagad_a1w_w_rtype)         :: ruser(1)
      Real (Kind=nag_wp), Allocatable  :: da(:), dw(:)
      Integer                          :: iuser(1), nptvec(ndim)
!     .. Intrinsic Procedures ..
      Intrinsic                        :: sum
!     .. Executable Statements ..

      Write (nout,*) 'D01TB_A1W_F Example Program Results'

      nptvec(1:ndim) = (/4,4,4,4/)
      lwa = sum(nptvec(1:ndim))

      Allocate (abscis(lwa),weight(lwa),da(lwa),dw(lwa))
      j = 1

!     Create AD tape
      Call nagad_a1w_ir_create

!     Create AD configuration data object
      ifail = 0
      Call x10aa_a1w_f(ad_handle,ifail)

!     Evaluate weights and abscisae in each dimension
      Do i = 1, 4
        ifail = 0
        Select Case (i)
        Case (1)
          a = 1.0E0_nag_wp
          b = 2.0E0_nag_wp
          Call d01tb_a1w_f(ad_handle,0,a,b,nptvec(i),weight(j),abscis(j),      &
            ifail)
        Case (2)
          a = 0.0E0_nag_wp
          b = 2.0E0_nag_wp
          Call d01tb_a1w_f(ad_handle,-3,a,b,nptvec(i),weight(j),abscis(j),     &
            ifail)
        Case (3)
          a = 0.0E0_nag_wp
          b = 0.5E0_nag_wp
          Call d01tb_a1w_f(ad_handle,-4,a,b,nptvec(i),weight(j),abscis(j),     &
            ifail)
        Case (4)
          a = 1.0E0_nag_wp
          b = 2.0E0_nag_wp
          Call d01tb_a1w_f(ad_handle,-5,a,b,nptvec(i),weight(j),abscis(j),     &
            ifail)
        End Select

        j = j + nptvec(i)
      End Do

!     Register variables to differentiate w.r.t.
      Call nagad_a1w_ir_register_variable(weight)
      Call nagad_a1w_ir_register_variable(abscis)

!     Call the AD routine
      ifail = 0
      Call d01fb_a1w_f(ad_handle,ndim,nptvec,lwa,weight,abscis,f,ans,iuser,    &
        ruser,ifail)

      Call nagad_a1w_inc_derivative(ans,1.0E0_nag_wp)
      Call nagad_a1w_ir_interpret_adjoint_sparse(ifail)

      Write (nout,*)
      Write (nout,*) ' Derivatives calculated: First order adjoints'
      Write (nout,*) ' Computational mode    : algorithmic'

!     Get derivatives
      dw(1:lwa) = nagad_a1w_get_derivative(weight)
      da(1:lwa) = nagad_a1w_get_derivative(abscis)

      Write (nout,*)
      Write (nout,99999) ' Solution, x =', ans%value
      Write (nout,*) ' Derivatives:'
      Write (nout,*) ' dim  j   d/dweight    d/dabscis'
      j = 0
      Do i = 1, 4
        j = j + 1
        Write (nout,99998) i, 1, dw(j), da(j)
        Do k = 2, nptvec(i)
          j = j + 1
          Write (nout,99997) k, dw(j), da(j)
        End Do
      End Do
99999 Format (1X,A,1X,F12.5)
99998 Format (1X,I3,1X,I3,1X,E12.5,1X,E12.5)
99997 Format (6X,I2,1X,E12.5,1X,E12.5)

!     Remove computational data object and tape
      ifail = 0
      Call x10ab_a1w_f(ad_handle,ifail)
      Call nagad_a1w_ir_remove

    End Program d01tb_a1w_fe