generate_pmj_set: Generate 2D Progressive Multi-Jittered Set

In spacefillr: Space-Filling Random and Quasi-Random Sequences

Generate 2D Progressive Multi-Jittered Set

Description

Generate a set of values from a Progressive Multi-Jittered set.

Usage

generate_pmj_set(n, seed = 0)

Arguments

n	The number of 2D values to extract.
seed	Default '0'. The random seed.

Value

An 'n' x '2' matrix with all the calculated values from the set.

Examples

#Generate a 2D sample:
points2d = generate_pmj_set(n=1000)
plot(points2d, xlim=c(0,1),ylim=c(0,1))

#Generate a longer sequence of values from that set
points2d = generate_pmj_set(n=1500)
plot(points2d, xlim=c(0,1),ylim=c(0,1))

#Generate a new set by changing the seed
points2d = generate_pmj_set(n=1500,seed=10)
plot(points2d, xlim=c(0,1),ylim=c(0,1))

#Integrate the value of pi by counting the number of randomly generated points that fall
#within the unit circle.
pointset = generate_pj_set(10000)

pi_estimate = 4*sum(pointset[,1] * pointset[,1] + pointset[,2] * pointset[,2] < 1)/10000
pi_estimate

spacefillr documentation built on May 29, 2024, 7:20 a.m.