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

bool not_complex_ad(void)
{	bool ok    = true;
	size_t deg = 4;

	using CppAD::AD;
	using CppAD::Poly;
	typedef std::complex<double>       Complex; 
	typedef std::complex< AD<double> > ComplexAD; 

	// The imaginary part in the following assignment will use
	// the CppAD::AD<double> default constructor. Make sure it is zero.
	AD<double> ad_zero = AD<double>(0);
	AD<double> ad_two  = AD<double>(2);
	ComplexAD  cad_two = ad_two;
	ok                &= cad_two == ComplexAD(ad_two, ad_zero); 

	// polynomial coefficients
	CPPAD_TEST_VECTOR< Complex >   a   (deg + 1); // coefficients for p(z)
	CPPAD_TEST_VECTOR< ComplexAD > A   (deg + 1); 
	size_t i;
	for(i = 0; i <= deg; i++)
	{	a[i] = Complex(i, i);
		A[i] = ComplexAD( AD<double>(i) , AD<double>(i) );
	}

	// declare independent variables and start taping
	CPPAD_TEST_VECTOR< AD<double> > Z_real(1);
	double z_real = 1.;
 	Z_real[0]     = z_real;
	Independent(Z_real);

	// complex calculations
	double z_imag = 2.;
	ComplexAD Z = ComplexAD( Z_real[0], AD<double>(z_imag) );
	ComplexAD P = Poly(0, A, Z);

	// range space vector
	CPPAD_TEST_VECTOR< AD<double> > P_real(1);
	P_real[0] = P.real();   // real() is not complex differentiable

	// create f: Z_real -> P_real  and stop taping
	CppAD::ADFun<double> f(Z_real, P_real);

	// check first derivative w.r.t z
	CPPAD_TEST_VECTOR<double> v( f.Domain() );
	CPPAD_TEST_VECTOR<double> w( f.Range() );
	v[0]      = 1.;
	w         = f.Forward(1, v);
	Complex z = Complex(z_real, z_imag);
	Complex p = Poly(1, a, z);
	ok &= ( w[0]  == p.real() );

	// second derivative w.r.t z is 2 times its second order Taylor coeff
	v[0] = 0.;
	w    = f.Forward(2, v);
	p    = Poly(2, a, z);
	ok &= ( 2. * w[0]  == p.real() );

	return ok;
}