How can I create a random integer n in Java, between 1 and k with a "linear descending distribution", i.e. 1 is
Something like this....
class DiscreteDistribution
{
// cumulative distribution
final private double[] cdf;
final private int k;
public DiscreteDistribution(Function pdf, int k)
{
this.k = k;
this.cdf = new double[k];
double S = 0;
for (int i = 0; i < k; ++i)
{
double p = pdf.apply(i+1);
S += p;
this.cdf[i] = S;
}
for (int i = 0; i < k; ++i)
{
this.cdf[i] /= S;
}
}
/**
* transform a cumulative distribution between 0 (inclusive) and 1 (exclusive)
* to an integer between 1 and k.
*/
public int transform(double q)
{
// exercise for the reader:
// binary search on cdf for the lowest index i where q < cdf[i]
// return this number + 1 (to get into a 1-based index.
// If q >= 1, return k.
}
}