saealib.LHSInitializer

class saealib.LHSInitializer(n_init_archive, n_init_population, seed=None)

Bases: Initializer

Latin Hypercube Sampling Initializer.

Parameters:

• n_init_archive (int)

• n_init_population (int)

• seed (int | None)

n_init_archive

The number of individuals to initialize in the archive.

Type:

int

n_init_population

The number of individuals to initialize in the population.

Type:

int

seed

The seed for the random number generator.

Type:

int | None

Methods

__init__
initialize	Initialize Population and Archive with LHS samples.

Method Details

LHSInitializer.__init__(n_init_archive, n_init_population, seed=None)

Parameters:

• n_init_archive (int)

• n_init_population (int)

• seed (int | None)

LHSInitializer.initialize(provider, problem)

Initialize Population and Archive with LHS samples.

Parameters:

• provider (ComponentProvider) – The component provider instance.

• problem (Problem) – The problem instance.

Return type:

OptimizationContext