Generate Halton Value (Randomly Initialized)

Generate a single value from a seeded Halton set.

Note: This is much slower than generating the entire set ahead of time.

generate_halton_random_single(i, dim, seed = 0)

Arguments

i

The element of the sequence to extract.

dim

The dimension of the sequence to extract.

seed

Default `0`. The random seed.

Value

A single numeric value representing the `i`th element in the `dim` dimension.

Examples

#Generate a 3D sample:
point3d = c(generate_halton_random_single(10, dim = 1),
           generate_halton_random_single(10, dim = 2),
           generate_halton_random_single(10, dim = 3))
point3d
#> [1] 0.02043011 0.50430101 0.21397848

#Change the random seed:
#'#Generate a 3D sample
point3d_2 = c(generate_halton_random_single(10, dim = 1, seed = 10),
             generate_halton_random_single(10, dim = 2, seed = 10),
             generate_halton_random_single(10, dim = 3, seed = 10))
point3d_2
#> [1] 0.9645160 0.6096774 0.2870967