NAG AD Library
d01rm (dim1_inf_general)

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1 Purpose

d01rm is the AD Library version of the primal routine d01rmf. Based (in the C++ interface) on overload resolution, d01rm can be used for primal, tangent and adjoint evaluation. It supports tangents and adjoints of first order.

2 Specification

Fortran Interface
Subroutine d01rm_AD_f ( ad_handle, f, bound, inf, epsabs, epsrel, maxsub, result, abserr, rinfo, iinfo, iuser, ruser, cpuser, ifail)
Integer, Intent (In) :: inf, maxsub
Integer, Intent (Inout) :: iuser(*), ifail
Integer, Intent (Out) :: iinfo(max(maxsub,4))
ADTYPE, Intent (In) :: bound, epsabs, epsrel
ADTYPE, Intent (Inout) :: ruser(*)
ADTYPE, Intent (Out) :: result, abserr, rinfo(4*maxsub)
Type (c_ptr), Intent (Inout) :: ad_handle
Type (c_ptr), Intent (In) :: cpuser
External :: f
Corresponding to the overloaded C++ function, the Fortran interface provides five routines with names reflecting the type used for active real arguments. The actual subroutine and type names are formed by replacing AD and ADTYPE in the above as follows:
when ADTYPE is Real(kind=nag_wp) then AD is p0w
when ADTYPE is Type(nagad_a1w_w_rtype) then AD is a1w
when ADTYPE is Type(nagad_t1w_w_rtype) then AD is t1w
C++ Interface
#include <dco.hpp>
#include <nagad.h>
namespace nag {
namespace ad {
template <typename F_T>
void d01rm ( handle_t &ad_handle, F_T &&f, const ADTYPE &bound, const Integer &inf, const ADTYPE &epsabs, const ADTYPE &epsrel, const Integer &maxsub, ADTYPE &result, ADTYPE &abserr, ADTYPE rinfo[], Integer iinfo[], Integer &ifail)
The function is overloaded on ADTYPE which represents the type of active arguments. ADTYPE may be any of the following types:
Note: this function can be used with AD tools other than dco/c++. For details, please contact NAG.

3 Description

d01rm is the AD Library version of the primal routine d01rmf.
d01rmf calculates an approximation to the integral of a function f(x) over an infinite or semi-infinite interval [a,b]:
I= ab f(x) dx .  
For further information see Section 3 in the documentation for d01rmf.

4 References

de Doncker E (1978) An adaptive extrapolation algorithm for automatic integration ACM SIGNUM Newsl. 13(2) 12–18
Malcolm M A and Simpson R B (1976) Local versus global strategies for adaptive quadrature ACM Trans. Math. Software 1 129–146
Piessens R, de Doncker–Kapenga E, Überhuber C and Kahaner D (1983) QUADPACK, A Subroutine Package for Automatic Integration Springer–Verlag
Wynn P (1956) On a device for computing the em(Sn) transformation Math. Tables Aids Comput. 10 91–96

5 Arguments

In addition to the arguments present in the interface of the primal routine, d01rm includes some arguments specific to AD.
A brief summary of the AD specific arguments is given below. For the remainder, links are provided to the corresponding argument from the primal routine. A tooltip popup for all arguments can be found by hovering over the argument name in Section 2 and in this section.
1: ad_handlenag::ad::handle_t Input/Output
On entry: a configuration object that holds information on the differentiation strategy. Details on setting the AD strategy are described in AD handle object in the NAG AD Library Introduction.
2: f – Callable Input
f needs to be callable with the specification listed below. This can be a C++ lambda, a functor or a (static member) function pointer. If using a lambda, parameters can be captured safely by reference. No copies of the callable are made internally.
The specification of f is:
Fortran Interface
Subroutine f ( ad_handle, x, nx, fv, iflag, iuser, ruser, cpuser)
Integer, Intent (In) :: nx
Integer, Intent (Inout) :: iflag, iuser(*)
ADTYPE, Intent (In) :: x(nx)
ADTYPE, Intent (Inout) :: ruser(*)
ADTYPE, Intent (Out) :: fv(nx)
Type (c_ptr), Intent (Inout) :: ad_handle
Type (c_ptr), Intent (In) :: cpuser
C++ Interface
auto f = [&]( const handle_t &ad_handle, const ADTYPE x[], const Integer &nx, ADTYPE fv[], Integer &iflag)
1: ad_handlenag::ad::handle_t Input/Output
On entry: a handle to the AD handle object.
2: xADTYPE array Input
3: nx – Integer Input
4: fvADTYPE array Output
5: iflag – Integer Input/Output
*: iuser – Integer array User Workspace
*: ruserADTYPE array User Workspace
*: cpuser – Type(c_ptr) User Workspace
3: boundADTYPE Input
4: inf – Integer Input
5: epsabsADTYPE Input
6: epsrelADTYPE Input
7: maxsub – Integer Input
8: resultADTYPE Output
9: abserrADTYPE Output
10: rinfo(4×maxsub) – ADTYPE array Output
11: iinfo(max(maxsub,4)) – Integer array Output
*: iuser(*) – Integer array User Workspace
*: ruser(*) – ADTYPE array User Workspace
Please consult Overwriting of Inputs in the NAG AD Library Introduction.
*: cpuser – Type(c_ptr) User Workspace
12: ifail – Integer Input/Output

6 Error Indicators and Warnings

d01rm preserves all error codes from d01rmf and in addition can return:
An unexpected AD error has been triggered by this routine. Please contact NAG.
See Error Handling in the NAG AD Library Introduction for further information.
The routine was called using a strategy that has not yet been implemented.
See AD Strategies in the NAG AD Library Introduction for further information.
A C++ exception was thrown.
The error message will show the details of the C++ exception text.
Dynamic memory allocation failed for AD.
See Error Handling in the NAG AD Library Introduction for further information.

7 Accuracy

Not applicable.

8 Parallelism and Performance

d01rm is not threaded in any implementation.

9 Further Comments


10 Example

The following examples are variants of the example for d01rmf, modified to demonstrate calling the NAG AD Library.
Description of the primal example.
This example computes
0 1 (x+1) x dx .  
The exact answer is π.

10.1 Adjoint modes

Language Source File Data Results
Fortran d01rm_a1w_fe.f90 None d01rm_a1w_fe.r
C++ d01rm_a1w_hcppe.cpp None d01rm_a1w_hcppe.r

10.2 Tangent modes

Language Source File Data Results
Fortran d01rm_t1w_fe.f90 None d01rm_t1w_fe.r
C++ d01rm_t1w_hcppe.cpp None d01rm_t1w_hcppe.r

10.3 Passive mode

Language Source File Data Results
Fortran d01rm_p0w_fe.f90 None d01rm_p0w_fe.r
C++ d01rm_p0w_hcppe.cpp None d01rm_p0w_hcppe.r