File: pow_int.cpp

package info (click to toggle)
cppad 2026.00.00.0-1
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid
  • size: 11,584 kB
  • sloc: cpp: 112,960; sh: 6,146; ansic: 179; python: 71; sed: 12; makefile: 10
file content (79 lines) | stat: -rw-r--r-- 1,999 bytes parent folder | download | duplicates (2)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
// SPDX-License-Identifier: EPL-2.0 OR GPL-2.0-or-later
// SPDX-FileCopyrightText: Bradley M. Bell <bradbell@seanet.com>
// SPDX-FileContributor: 2003-22 Bradley M. Bell
// ----------------------------------------------------------------------------

/*
{xrst_begin pow_int.cpp}

The Pow Integer Exponent: Example and Test
##########################################

{xrst_literal
   // BEGIN C++
   // END C++
}

{xrst_end pow_int.cpp}
*/
// BEGIN C++

# include <cppad/cppad.hpp>
# include <cmath>

bool pow_int(void)
{  bool ok = true;
   using CppAD::AD;
   using CppAD::NearEqual;
   double eps99 = 99.0 * std::numeric_limits<double>::epsilon();

   // declare independent variables and start tape recording
   size_t n  = 1;
   double x0 = -0.5;
   CPPAD_TESTVECTOR(AD<double>) x(n);
   x[0]      = x0;
   CppAD::Independent(x);

   // dependent variable vector
   size_t m = 7;
   CPPAD_TESTVECTOR(AD<double>) y(m);
   for(size_t i = 0; i < m; i++)
      y[i] = CppAD::pow(x[0], int(i) - 3);

   // create f: x -> y and stop tape recording
   CppAD::ADFun<double> f(x, y);

   // check value
   double check;
   for(size_t i = 0; i < m; i++)
   {  check = std::pow(x0, double(i) - 3.0);
      ok &= NearEqual(y[i] , check,  eps99 , eps99);
   }

   // forward computation of first partial w.r.t. x[0]
   CPPAD_TESTVECTOR(double) dx(n);
   CPPAD_TESTVECTOR(double) dy(m);
   dx[0] = 1.;
   dy    = f.Forward(1, dx);
   for(size_t i = 0; i < m; i++)
   {  check = (double(i) - 3.0) * std::pow(x0, double(i) - 4.0);
      ok &= NearEqual(dy[i] , check,  eps99 , eps99);
   }

   // reverse computation of derivative of y[i]
   CPPAD_TESTVECTOR(double)  w(m);
   CPPAD_TESTVECTOR(double) dw(n);
   for(size_t i = 0; i < m; i++)
      w[i] = 0.;
   for(size_t i = 0; i < m; i++)
   {  w[i] = 1.;
      dw    = f.Reverse(1, w);
      check = (double(i) - 3.0) * std::pow(x0, double(i) - 4.0);
      ok &= NearEqual(dw[0] , check,  eps99 , eps99);
      w[i] = 0.;
   }

   return ok;
}

// END C++