-
Notifications
You must be signed in to change notification settings - Fork 1
/
SimpleMCMain1.cpp
59 lines (45 loc) · 1.48 KB
/
SimpleMCMain1.cpp
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
#include "Random1.h"
#include <iostream>
#include <cmath>
using namespace std;
double SimpleMonteCarlo1(double Expiry, double Strike, double Spot, double Vol, double r, unsigned long NumberOfPaths) {
double variance = Vol * Vol * Expiry;
double rootVariance = sqrt(variance);
double itoCorrection = -0.5 * variance;
double movedSpot = Spot * exp(r * Expiry + itoCorrection);
double thisSpot;
double runningSum = 0;
for (unsigned long i = 0; i < NumberOfPaths; i++) {
double thisGaussian = GetOneGaussianByBoxMuller();
thisSpot = movedSpot * exp(rootVariance * thisGaussian);
double thisPayoff = thisSpot - Strike;
thisPayoff = thisPayoff >0 ? thisPayoff : 0;
runningSum += thisPayoff;
}
double mean = runningSum / NumberOfPaths;
mean *= exp(-r * Expiry);
return mean;
}
int main() {
double Expiry;
double Strike;
double Spot;
double Vol;
double r;
unsigned long NumberOfPaths;
cout << endl << "Enter expiry" << endl;
cin >> Expiry;
cout << endl << "Enter strike" << endl;
cin >> Strike;
cout << endl << "Enter spot" << endl;
cin >> Spot;
cout << endl << "Enter vol" << endl;
cin >> Vol;
cout << endl << "Enter r" << endl;
cin >> r;
cout << endl << "Enter # of paths" << endl;
cin >> NumberOfPaths;
double result = SimpleMonteCarlo1(Expiry, Strike, Spot, Vol, r, NumberOfPaths);
cout << "The price is " << result << endl;
return 0;
}