/
main.cpp
313 lines (256 loc) · 7.25 KB
/
main.cpp
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//
// Dale Roberts <dale.o.roberts@gmail.com>
//
#include <iostream>
#include <iomanip>
#include "exact.h"
#include "utils.h"
#include "euro.h"
#include "barrier.h"
#include "asian.h"
#include "ql_imps.h"
#ifdef _OPENMP
#include <omp.h>
#endif
#define PO(e) std::cout << #e << ": " << e << std::endl
#define PIO(v) std::cout << #v << ": "; copy(v.begin(), v.end(), ostream_iterator<double>(cout, " ")); std::cout << " (size: " << v.size() << ")" << std::endl
using namespace std;
//void testHestonCallMCExact()
//{
// double kappa = 6.21;
// double theta = 0.019;
// double sigma = 0.61;
// double u = 0;
// double vu = 0.010201;
// double t = 1.0;
// double r = 0.0319;
// double Su = 100;
// double K = 100;
// double rho = -0.7;
//
// long NumberOfPaths = 32 * 1024;
//
//// cout << "Enter Number of Paths" << endl;
//// cin >> NumberOfPaths;
//
// #ifdef _OPENMP
// std::cout << "Using OpenMP" << std::endl;
// double initialTime = omp_get_wtime();
// #else
// clock_t initialTime = clock();
// #endif
//
// HestonCallMCExact(r, rho, kappa, theta, sigma, u, vu, Su, t, K, NumberOfPaths);
//
// #ifdef _OPENMP
// double timeSpent = omp_get_wtime() - initialTime;
// #else
// double timeSpent = difftime(clock(), initialTime) / CLOCKS_PER_SEC;
// #endif
//
// cout << "time: " << timeSpent << "s" << endl;
//
//// cin >> kappa;
//}
void testHestonCallQMCExact(long numberPaths = 512, long numberBatches = 32)
{
double kappa = 6.21;
double theta = 0.019;
double sigma = 0.61;
double r = 0.0319;
double rho = -0.7;
double u = 0;
double vu = 0.010201;
double t = 1.0;
double Su = 100;
double K = 100;
#ifdef _OPENMP
double initialTime = omp_get_wtime();
#else
clock_t initialTime = clock();
#endif
HestonCallQMCExact3(r, rho, kappa, theta, sigma, u, vu, Su, t, K, numberPaths, numberBatches, 1234UL);
#ifdef _OPENMP
double timeSpent = omp_get_wtime() - initialTime;
#else
double timeSpent = difftime(clock(), initialTime) / CLOCKS_PER_SEC;
#endif
// cout << " Time: " << timeSpent << "s" << endl;
cout << setw(12) << setprecision(2) << timeSpent << endl;
}
void testHestonFdBarrier()
{
double kappa = 6.21;
double theta = 0.019;
double sigma = 0.61;
double r = 0.0319;
double rho = -0.7;
double u = 0;
double vu = 0.010201;
double t = 1.0;
double Su = 100;
double K = 100;
double H = 95.;
double npv = HestonFdBarrierDownOutCall(r, rho, kappa, theta, sigma, vu, Su, t-u, K, H);
std::cout << npv << std::endl;
}
void testHestonQMCBarrier()
{
double kappa = 6.21;
double theta = 0.019;
double sigma = 0.61;
double r = 0.0319;
double rho = -0.7;
double u = 0;
double vu = 0.010201;
double t = 1.0;
double Su = 100;
double K = 100;
double H = 80;
double npv = QMCBarrierDownOutCallNaive(r, rho, kappa, theta, sigma, vu, Su, t-u, K, H, 1024, 4, 123, 200);
std::cout << npv << std::endl;
}
void testHestonAsian()
{
double kappa = 6.21;
double theta = 0.019;
double sigma = 0.61;
double u = 0.;
double vu = 0.010201;
double r = 0.0319;
double Su = 100.;
double K = 100.;
double rho = -0.7;
long numberPaths = 2;
long numberBatches = 4;
vector<double> t;
t.push_back(0.25);
t.push_back(0.50);
t.push_back(0.75);
t.push_back(1.00);
cout << "Asian Option "
<< MCAsianNaive2(r, rho, kappa, theta, sigma, u, vu, Su, K, t, numberPaths, numberBatches) << endl;
}
void testQMCAsianNaive()
{
double kappa = 6.21;
double theta = 0.019;
double sigma = 0.61;
double u = 0.;
double vu = 0.010201;
double r = 0.0319;
double Su = 100.;
double K = 100.;
double rho = -0.7;
long numberPaths = 256;
long numberBatches = 4;
double t = 1.0;
//double QMCAsianNaive(double r, double rho, double kappa, double theta, double sigma, double v0, double S0, double T, double K, long numberPaths, long numberBatches, long prsSeed, long numberTimeMonitors)
cout << "Asian Option "
<< QMCAsianNaive(r, rho, kappa, theta, sigma, vu, Su, (t-u), K, numberPaths, numberBatches, 1L, 4) << endl;
}
void checkOpenMP()
{
#ifdef _OPENMP
#pragma omp parallel
{
#pragma omp master
std::cout << "OpenMP enabled. Threads: " << omp_get_num_threads() << std::endl;
}
#else
std::cout << "OpenMP disabled." << std::endl;
#endif
}
void testStockPriceBridge()
{
int tsteps = 4;
double dt = 1.0/tsteps;
vector<double> times;
for (int i = 0; i <= tsteps; i++)
times.push_back(i*dt);
// PIO(times);
vector<double> qs(tsteps, 0.5);
// PIO(qs);
double intsim1 = 0.5;
double intVsdWs = 0.5;
double r=0.0;
double rho = -0.5;
double S0 = 100;
vector<double> drifts = {log(S0)};
for (int i = 1; i <= tsteps; i++) {
drifts.push_back(drifts[i-1] + r * (times[i] - times[i-1]) - 0.5 * intsim1 + rho * intVsdWs);
}
// PIO(drifts);
vector<double> vols = {0.0};
for (int i=1; i <= tsteps; i++) {
vols.push_back(vols[i-1]+(1-rho*rho)*intsim1);
}
// PIO(vols);
vector<double> Ss = stockPriceBridge(times, drifts, vols, qs);
PIO(Ss);
}
void testSquareRootBridge()
{
double S0=100;
double K=100;
double V0=0.010201;
double kappa=6.21;
double theta=0.019;
double sigma=0.61;
double rho=-0.7;
double r=0.0319;
int tsteps = 4;
int m = log2(tsteps);
double dt = 1.0/tsteps;
vector<double> times;
for (int i = 0; i <= tsteps; i++)
times.push_back(i*dt);
vector<double> qs(1+3*(tsteps-2), 0.5);
vector<double> v = squareRootBridge(times, kappa, theta, sigma, V0, qs);
PIO(v);
}
void testQMCAsianBridge()
{
double kappa = 6.21;
double theta = 0.019;
double sigma = 0.61;
double u = 0.;
double vu = 0.010201;
double r = 0.0319;
double Su = 100.;
double K = 100.;
double rho = -0.7;
long numberPaths = 2;
long numberBatches = 2;
int tsteps = 4;
int m = log2(tsteps);
double dt = 1.0/tsteps;
vector<double> times;
for (int i = 0; i <= tsteps; i++)
times.push_back(i*dt);
cout << "Asian Option "
<< QMCAsianBridge(r, rho, kappa, theta, sigma, vu, Su, times, K, numberPaths, numberBatches, 1L) << endl;
}
int main(int argc, char *argv[]) {
// parse arguments
EPS = argc>1 ? atof(argv[1]) : 1E-9;
STDEVS = argc>2 ? atoi(argv[2]) : 9;
DIGITS = argc>3 ? atoi(argv[3]) : 9;
long numberPaths = argc>4 ? atol(argv[4]) : 512;
long numberBatches = argc>5 ? atol(argv[5]) : 4;
// cout << setw(8) << scientific << setprecision(0) << EPS << setw(8) << STDEVS << setw(8) << DIGITS << setw(8) << numberPaths << setw(8) << numberBatches;
// testHestonCallQMCExact(numberPaths, numberBatches);
// testHestonFdBarrier();
// testHestonQMCBarrier();
// testHestonAsian();
checkOpenMP();
// testQMCAsianNaive();
// testStockPriceBridge();
// testSquareRootBridge();
// testQMCAsianBridge();
// testqgamma();
#if defined _WIN32 || defined _WIN64
char k;
std::cin >> k;
#endif
}