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compare.cpp |
Headings |
@(@\newcommand{\W}[1]{ \; #1 \; }
\newcommand{\R}[1]{ {\rm #1} }
\newcommand{\B}[1]{ {\bf #1} }
\newcommand{\D}[2]{ \frac{\partial #1}{\partial #2} }
\newcommand{\DD}[3]{ \frac{\partial^2 #1}{\partial #2 \partial #3} }
\newcommand{\Dpow}[2]{ \frac{\partial^{#1}}{\partial {#2}^{#1}} }
\newcommand{\dpow}[2]{ \frac{ {\rm d}^{#1}}{{\rm d}\, {#2}^{#1}} }@)@
This is cppad-20221105 documentation. Here is a link to its
current documentation
.
AD Binary Comparison Operators: Example and Test
# include <cppad/cppad.hpp>
bool Compare(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 = 2;
double x0 = 0.5;
double x1 = 1.5;
CPPAD_TESTVECTOR(AD<double>) x(n);
x[0] = x0;
x[1] = x1;
CppAD::Independent(x);
// some binary comparison operations
AD<double> p;
if( x[0] < x[1] )
p = x[0]; // values in x choose this case
else
p = x[1];
if( x[0] <= x[1] )
p *= x[0]; // values in x choose this case
else
p *= x[1];
if( x[0] > x[1] )
p *= x[0];
else
p *= x[1]; // values in x choose this case
if( x[0] >= x[1] )
p *= x[0];
else
p *= x[1]; // values in x choose this case
if( x[0] == x[1] )
p *= x[0];
else
p *= x[1]; // values in x choose this case
if( x[0] != x[1] )
p *= x[0]; // values in x choose this case
else
p *= x[1];
// dependent variable vector
size_t m = 1;
CPPAD_TESTVECTOR(AD<double>) y(m);
y[0] = p;
// create f: x -> y and stop tape recording
CppAD::ADFun<double> f(x, y);
// check value
ok &= NearEqual(y[0] , x0*x0*x1*x1*x1*x0, eps99, eps99);
// forward computation of partials w.r.t. x[0]
CPPAD_TESTVECTOR(double) dx(n);
CPPAD_TESTVECTOR(double) dy(m);
dx[0] = 1.;
dx[1] = 0.;
dy = f.Forward(1, dx);
ok &= NearEqual(dy[0], 3.*x0*x0*x1*x1*x1, eps99, eps99);
// forward computation of partials w.r.t. x[1]
dx[0] = 0.;
dx[1] = 1.;
dy = f.Forward(1, dx);
ok &= NearEqual(dy[0], 3.*x0*x0*x1*x1*x0, eps99, eps99);
// reverse computation of derivative of y[0]
CPPAD_TESTVECTOR(double) w(m);
CPPAD_TESTVECTOR(double) dw(n);
w[0] = 1.;
dw = f.Reverse(1, w);
ok &= NearEqual(dw[0], 3.*x0*x0*x1*x1*x1, eps99, eps99);
ok &= NearEqual(dw[1], 3.*x0*x0*x1*x1*x0, eps99, eps99);
return ok;
}
Input File: example/general/compare.cpp