/* D01UA_A1W_F C++ Header Example Program.
*
* Copyright 2021 Numerical Algorithms Group.
* Mark 27.2, 2021.
*/
#include <dco.hpp>
#include <iostream>
#include <math.h>
#include <nag.h>
#include <nagad.h>
#include <stdio.h>
using namespace std;
extern "C"
{
static void NAG_CALL f_a1w(void *& ad_handle,
const nagad_a1w_w_rtype x[],
const Integer & nx,
nagad_a1w_w_rtype fv[],
Integer & iflag,
Integer iuser[],
nagad_a1w_w_rtype ruser[]);
}
int main(void)
{
// Scalars
int exit_status = 0;
Integer n = 64;
// Arrays
nagad_a1w_w_rtype ruser[1];
Integer iuser[1];
ruser[0] = 1.0;
cout << "D01UA_A1W_F C++ Header Example Program Results\n\n";
// Create AD tape
dco::ga1s<double>::global_tape = dco::ga1s<double>::tape_t::create();
// Create AD configuration data object
Integer ifail = 0;
void * ad_handle = 0;
nag::ad::x10aa(ad_handle, ifail);
// Register variables to differentiate w.r.t.
dco::ga1s<double>::global_tape->register_variable(ruser[0]);
cout << "\n Derivatives calculated: First order adjoints\n";
cout << " Computational mode : algorithmic\n";
nagad_a1w_w_rtype a, b;
Integer key;
for (int funid = 1; funid <= 6; funid++)
{
if (funid == 1)
{
a = 0.0;
b = 1.0;
key = 0;
}
if (funid == 2)
{
a = 2.0;
b = 0.0;
key = -5;
}
if (funid == 3)
{
a = 2.0;
b = 1.0;
key = -3;
}
if (funid == 4)
{
a = 2.0;
b = 1.0;
key = 3;
}
if (funid == 5)
{
a = -1.0;
b = 3.0;
key = -4;
}
if (funid == 6)
{
a = -1.0;
b = 3.0;
key = 4;
}
iuser[0] = funid;
// Call the AD routine
ifail = 0;
nagad_a1w_w_rtype dinest;
nag::ad::d01ua(ad_handle, key, a, b, n, f_a1w, dinest, -1, iuser, -1,
ruser, ifail);
dco::ga1s<double>::global_tape->zero_adjoints();
double inc = 1.0;
dco::derivative(dinest) += inc;
dco::ga1s<double>::global_tape->sparse_interpret() = true;
dco::ga1s<double>::global_tape->interpret_adjoint();
// Get derivatives
double dr;
dr = dco::derivative(ruser[0]);
cout.setf(ios::scientific, ios::floatfield);
cout.setf(ios::right);
cout.precision(4);
cout << "\n dinest = ";
double dinest_value = dco::value(dinest);
cout.width(12);
cout << dinest_value << " ";
cout << " d/druser[0] = ";
cout.width(12);
cout << dr << endl;
}
// Remove computational data object and tape
nag::ad::x10ab(ad_handle, ifail);
dco::ga1s<double>::tape_t::remove(dco::ga1s<double>::global_tape);
return exit_status;
}
static void NAG_CALL f_a1w(void *& ad_handle,
const nagad_a1w_w_rtype x[],
const Integer & nx,
nagad_a1w_w_rtype fv[],
Integer & iflag,
Integer iuser[],
nagad_a1w_w_rtype ruser[])
{
// dco/c++ overloading used here to perform AD
Integer i;
nagad_a1w_w_rtype xx, fx, rux;
for (i = 0; i < nx && iflag >= 0; i++)
{
xx = x[i];
rux = ruser[0] * xx;
if (iuser[0] == 1)
{
fx = 4.0 / (1.0 + ruser[0] * xx * xx);
}
if (iuser[0] == 2)
{
fx = 1.0 / (xx * xx * log(ruser[0] * xx));
}
if (iuser[0] == 3)
{
fx = exp(-ruser[0] * xx) / xx;
}
if (iuser[0] == 4)
{
fx = ruser[0] / xx;
}
if (iuser[0] == 5)
{
fx = exp(-3.0 * ruser[0] * xx * xx - 4.0 * xx - 1.0);
}
if (iuser[0] == 6)
{
fx = exp(2.0 * ruser[0] * xx + 2.0);
}
if (iuser[0] < 0 || iuser[0] > 6)
{
iflag = -1;
}
fv[i] = fx;
}
return;
}