LatinHyperCubeSampler

class LatinHyperCubeSampler @JvmOverloads constructor(val pointsPerDimension: Int, val intervals: List<Interval>, streamNum: Int = 0, streamProvider: RNStreamProviderIfc = KSLRandom.DefaultRNStreamProvider, name: String? = null) : MVRVariable(source)

Creates a Latin hyper-cube sampler with each dimension divided into the specified number of points. The hyper-cube is formed from the specified intervals.

Parameters

pointsPerDimension

the number of divisions of the dimensions

intervals

the intervals forming the "cube"

streamNum

the random number stream number, defaults to 0, which means the next stream

streamProvider

the provider of random number streams, defaults to KSLRandom.DefaultRNStreamProvider

name

an optional name

Constructors

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constructor(pointsPerDimension: Int, dimension: Int, streamNum: Int = 0, streamProvider: RNStreamProviderIfc = KSLRandom.DefaultRNStreamProvider, name: String? = null)

Creates a Latin hyper-cube sampler over the unit hyper-cube of the specified dimension.

constructor(pointsPerDimension: Int, intervals: List<Interval>, streamNum: Int = 0, streamProvider: RNStreamProviderIfc = KSLRandom.DefaultRNStreamProvider, name: String? = null)

Types

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object Companion

Properties

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open override val dimension: Int

the expected size of the array from sample()

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Functions

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open override fun instance(streamNumber: Int, rnStreamProvider: RNStreamProviderIfc): LatinHyperCubeSampler