Created
September 10, 2013 15:33
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Monte Carlo Integral Calculator
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#include <stdio.h> | |
#include <stdlib.h> | |
#include <time.h> | |
#include <math.h> | |
double f(double x) | |
{ | |
return exp(x) * x; | |
} | |
double random(double fs, double ls) | |
{ | |
return ((rand() / (double) RAND_MAX) * (ls - fs)) + fs; | |
} | |
int main() | |
{ | |
srand(time(NULL)); | |
int N, it, b, a, i, j; | |
// For a = 2 and b = 5 and f(x) = x * e^x | |
double realvalue = 586.264; | |
printf("Input number of iterations: "); | |
scanf("%d", &it); | |
printf("Input number of samples: "); | |
scanf("%d", &N); | |
printf("Input the boundaries (a, b): "); | |
scanf("%d %d", &a, &b); | |
double sum, mx = f(a), mn = 0, dif = ((double)b - a) / N; | |
int inter = 0, tot = 0; | |
// Maximum Value | |
for (j = 0; j < N; j++) | |
{ | |
if (f(a + j * dif) > mx) | |
mx = f(a + j * dif); | |
if (f(a + j * dif) < mn) | |
mn = f(a + j * dif); | |
} | |
// Monte Carlo Method Calculation | |
for (i = 0; i < it; i++) | |
for (j = 0; j < N; j++) | |
{ | |
double va = random(a, b), vb = random(mn, mx); | |
inter += (f(va) > vb); | |
tot++; | |
} | |
sum = mx * (b - a) * ((double)inter) / tot; | |
printf("Real Value: %lf\n", realvalue); | |
printf("Integral: %lf, error: %0.3lf%%\n", sum, (100 * fabs(sum - realvalue) / realvalue)); | |
} |
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