/* D01FC_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 Integer & ndim,
const nagad_a1w_w_rtype z[],
nagad_a1w_w_rtype & fz,
Integer iuser[],
nagad_a1w_w_rtype ruser[]);
}
int main(void)
{
// Scalars
int exit_status = 0;
Integer ndim = 4, maxpts = 4000, lenwrk = 100;
cout << "D01FC_A1W_F C++ Header Example Program Results\n\n";
// Allocate memory
nagad_a1w_w_rtype *a = 0, *b = 0, *work = 0;
a = new nagad_a1w_w_rtype[ndim];
b = new nagad_a1w_w_rtype[ndim];
work = new nagad_a1w_w_rtype[lenwrk];
// 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);
// Initialize variables
for (int i = 0; i < ndim; i++)
{
a[i] = 0.0;
b[i] = 1.0;
}
Integer minpts = 0;
nagad_a1w_w_rtype eps = 0.0001;
nagad_a1w_w_rtype ruser[3];
ruser[0] = 4.0;
ruser[1] = 2.0;
ruser[2] = 1.0;
/* Register variables to differentiate w.r.t. */
dco::ga1s<double>::global_tape->register_variable(ruser[0]);
dco::ga1s<double>::global_tape->register_variable(ruser[1]);
dco::ga1s<double>::global_tape->register_variable(ruser[2]);
// Call the AD routine
ifail = 0;
nagad_a1w_w_rtype finval, acc;
Integer iuser[1];
nag::ad::d01fc(ad_handle, ndim, a, b, minpts, maxpts, f_a1w, eps, acc, lenwrk,
work, finval, -1, iuser, -1, ruser, ifail);
double inc = 1.0;
dco::derivative(finval) += inc;
dco::ga1s<double>::global_tape->sparse_interpret() = true;
dco::ga1s<double>::global_tape->interpret_adjoint();
cout << "\n Derivatives calculated: First order adjoints\n";
cout << " Computational mode : algorithmic\n";
// Get derivatives
double dr[3];
dr[0] = dco::derivative(ruser[0]);
dr[1] = dco::derivative(ruser[1]);
dr[2] = dco::derivative(ruser[2]);
cout.setf(ios::scientific, ios::floatfield);
cout.setf(ios::right);
cout.precision(4);
cout << "\n Solution, x = ";
double ans_value = dco::value(finval);
cout.width(12);
cout << ans_value << endl;
cout << "\n Derivatives:\n";
cout << " d/druser[0] = ";
cout.width(12);
cout << dr[0] << endl;
cout << " d/druser[1] = ";
cout.width(12);
cout << dr[1] << endl;
cout << " d/druser[2] = ";
cout.width(12);
cout << dr[2] << endl;
// Remove computational data object and tape
nag::ad::x10ab(ad_handle, ifail);
dco::ga1s<double>::tape_t::remove(dco::ga1s<double>::global_tape);
delete[] a;
delete[] b;
delete[] work;
return exit_status;
}
static void NAG_CALL f_a1w(void *& ad_handle,
const Integer & ndim,
const nagad_a1w_w_rtype z[],
nagad_a1w_w_rtype & fz,
Integer iuser[],
nagad_a1w_w_rtype ruser[])
{
// dco/c++ overloading used here to perform AD
nagad_a1w_w_rtype f1, f2, f3;
f1 = ruser[0] * z[0] * z[2] * z[2];
f2 = ruser[1] * z[0] * z[2];
f2 = exp(f2);
f3 = ruser[2] + z[1] + z[3];
f3 = f3 * f3;
fz = f1 * f2 / f3;
return;
}