// Call price by Fractional Fast Fourier Transform =====================================================================
public double[,] HestonFRFTGreek(int N, double uplimit, double alpha, string rule, double lambdainc, double eta, HParam param, OpSet settings, string Greek)
{
HestonGreeks HG = new HestonGreeks();
double s0 = Math.Log(settings.S);
double pi = Math.PI;
// Initialize and specify the weights
double[] w = new double[N];
if (rule == "Trapezoidal")
{
w[0] = 0.5;
w[N - 1] = 0.5;
for (int j = 1; j <= N - 2; j++)
{
w[j] = 1;
}
}
else if (rule == "Simpsons")
{
w[0] = 1.0 / 3.0;
w[N - 1] = 1.0 / 3.0;
for (int j = 1; j <= N - 1; j++)
{
w[j] = (1.0 / 3.0) * (3 + Math.Pow(-1, j + 1));
}
}
// Specify the b parameter
double b = Convert.ToDouble(N) * lambdainc / 2.0;
// Create the grid for the integration
double[] v = new double[N];
for (int j = 0; j <= N - 1; j++)
{
v[j] = eta * j;
}
// Create the grid for the log-strikes and strikes
double[] k = new double[N];
double[] K = new double[N];
for (int j = 0; j <= N - 1; j++)
{
k[j] = -b + lambdainc * Convert.ToDouble(j) + s0;
K[j] = Math.Exp(k[j]);
}
// Beta parameter for the FRFT
double beta = lambdainc * eta / 2.0 / pi;
// Option price settings
double tau = settings.T;
double r = settings.r;
double q = settings.q;
// Implement the FFT
Complex i = new Complex(0.0, 1.0);
Complex[] psi = new Complex[N];
Complex[] phi = new Complex[N];
Complex[] x = new Complex[N];
Complex[] y = new Complex[N];
double[] CallFRFT = new double[N];
double[] sume = new double[N];
// Build the input vectors for the FRFT
for (int j = 0; j <= N - 1; j++)
{
psi[j] = HG.HestonCFGreek(v[j] - (alpha + 1.0) * i, param, settings, Greek);
phi[j] = Complex.Exp(-r * tau) * psi[j] / (alpha * alpha + alpha - v[j] * v[j] + i * v[j] * (2.0 * alpha + 1.0));
x[j] = Complex.Exp(i * (b - s0) * v[j]) * phi[j] * w[j];
}
y = FRFT(x, beta);
Complex Call = new Complex(0.0, 0.0);
for (int u = 0; u <= N - 1; u++)
{
Call = eta * Complex.Exp(-alpha * k[u]) * y[u] / pi;
CallFRFT[u] = Call.Real;
}
// Return the FRFT call price and the strikes
double[,] output = new double[N, 2];
for (int j = 0; j <= N - 1; j++)
{
output[j, 0] = K[j];
output[j, 1] = CallFRFT[j];
}
return(output);
}
static void Main(string[] args)
{
FastFT FaFT = new FastFT();
FractionalFFT FrFFT = new FractionalFFT();
HestonGreeks HG = new HestonGreeks();
// 32-point Gauss-Laguerre Abscissas and weights
double[] x = new Double[32];
double[] w = new Double[32];
using (TextReader reader = File.OpenText("../../GaussLaguerre32.txt"))
{
for (int k = 0; k <= 31; k++)
{
string text = reader.ReadLine();
string[] bits = text.Split(' ');
x[k] = double.Parse(bits[0]);
w[k] = double.Parse(bits[1]);
}
}
// Heston parameters
HParam param = new HParam();
param.kappa = 2.0;
param.theta = 0.06;
param.sigma = 0.1;
param.v0 = 0.06;
param.rho = -0.7;
param.lambda = 0.0;
// Option settings
OpSet settings = new OpSet();
settings.S = 100.0;
settings.T = 0.5;
settings.r = 0.05;
settings.q = 0.0;
settings.PutCall = "C";
settings.trap = 1;
// FFT settings
double N2 = 9.0;
double M = Math.Pow(2.0, N2);
int N = Convert.ToInt16(M);
double alpha = 1.5;
double uplimit = 100.0;
string rule = "Simpsons";
// Greeks by the FFT or FRFT
string method = "FRFT";
double eta = 0.1;
double lambdainc = 0.005;
string[] Greek = { "Price", "Delta", "Gamma", "Theta", "Rho", "Vega1", "Vanna", "Volga" };
double[,] GreeksFFT = new double[N, 8];
double[,] FFT = new double[N, 2];
for (int j = 0; j <= 7; j++)
{
if (method == "FFT")
{
FFT = FaFT.HestonFFTGreek(N, uplimit, alpha, rule, param, settings, Greek[j]);
}
else
{
FFT = FrFFT.HestonFRFTGreek(N, uplimit, alpha, rule, lambdainc, eta, param, settings, Greek[j]);
}
for (int k = 0; k <= N - 1; k++)
{
GreeksFFT[k, j] = FFT[k, 1];
}
}
double[] K = new double[N];
for (int k = 0; k <= N - 1; k++)
{
K[k] = FFT[k, 0];
}
// Select results near the money
int start = N / 2 - 3;
int end = N / 2 + 3;
int Nm = end - start + 1;
double[,] Greeks = new double[Nm, 8];
double[] Strike = new double[Nm];
for (int k = 0; k <= Nm - 1; k++)
{
Strike[k] = K[start + k];
for (int j = 0; j <= 7; j++)
{
Greeks[k, j] = GreeksFFT[start + k, j];
}
}
// Adjust the FFT Greeks vega1 and vanna for v0
for (int k = 0; k <= Nm - 1; k++)
{
Greeks[k, 5] *= 2.0 * Math.Sqrt(param.v0);
Greeks[k, 6] *= 2.0 * Math.Sqrt(param.v0);
}
// Closed-form Greeks near the money and errors
double[,] GreeksClosed = new double[Nm, 8];
double[] SumAbsError = new double[8];
for (int j = 0; j <= 7; j++)
{
for (int k = 0; k <= Nm - 1; k++)
{
settings.K = Strike[k];
GreeksClosed[k, j] = HG.CarrMadanGreeks(alpha, settings.T, param, settings, Greek[j], x, w);
SumAbsError[j] += Math.Abs(GreeksClosed[k, j] - Greeks[k, j]);
}
}
// Output the results near the money
Console.WriteLine("-----------------------------------------------------------------------------");
Console.WriteLine(" Call Delta Gamma Theta");
Console.WriteLine("Strike FFT CM FFT CM FFT CM FFT CM");
Console.WriteLine("-----------------------------------------------------------------------------");
for (int k = 0; k <= Nm - 1; k++)
{
Console.WriteLine("{0,6:F2} {1,8:F3} {2,8:F3} {3,8:F3} {4,8:F3} {5,8:F3} {6,8:F3} {7,8:F3} {8,8:F3}", Strike[k],
Greeks[k, 0], GreeksClosed[k, 0],
Greeks[k, 1], GreeksClosed[k, 1],
Greeks[k, 2], GreeksClosed[k, 2],
Greeks[k, 3], GreeksClosed[k, 3]);
}
Console.WriteLine("Error {0,15:E3} {1,17:E3} {2,17:E3} {3,17:E3}", SumAbsError[0], SumAbsError[1], SumAbsError[2], SumAbsError[3]);
Console.WriteLine("-----------------------------------------------------------------------------");
Console.WriteLine(" Rho Vega1 Vanna Volga");
Console.WriteLine("Strike FFT CM FFT CM FFT CM FFT CM");
Console.WriteLine("-----------------------------------------------------------------------------");
for (int k = 0; k <= Nm - 1; k++)
{
Console.WriteLine("{0,6:F2} {1,8:F3} {2,8:F3} {3,8:F3} {4,8:F3} {5,8:F3} {6,8:F3} {7,8:F3} {8,8:F3}", Strike[k],
Greeks[k, 4], GreeksClosed[k, 4],
Greeks[k, 5], GreeksClosed[k, 5],
Greeks[k, 6], GreeksClosed[k, 6],
Greeks[k, 7], GreeksClosed[k, 7]);
}
Console.WriteLine("Error {0,15:E3} {1,17:E3} {2,17:E3} {3,17:E3}", SumAbsError[4], SumAbsError[5], SumAbsError[6], SumAbsError[7]);
Console.WriteLine("-----------------------------------------------------------------------------");
}
