Generate a set of values from a Faure Halton set.
generate_halton_faure_set(n, dim)Arguments
- n
The number of values (per dimension) to extract.
- dim
The number of dimensions of the sequence.
Value
An `n` x `dim` matrix listing all the
Examples
#Generate a 2D sample:
points2d = generate_halton_random_set(n=1000, dim=2)
plot(points2d)
#Extract a separate pair of dimensions
points2d = generate_halton_random_set(n=1000, dim=10)
plot(points2d[,5:6])
#Integrate the value of pi by counting the number of randomly generated points that fall
#within the unit circle.
pointset = matrix(generate_halton_faure_set(10000,dim=2),ncol=2)
pi_estimate = 4*sum(pointset[,1] * pointset[,1] + pointset[,2] * pointset[,2] < 1)/10000
pi_estimate
#> [1] 3.1448