latinhypercube_driver.py

OpenMDAO design-of-experiments Driver implementing the Latin Hypercube and Optimized Latin Hypercube methods.

class openmdao.drivers.latinhypercube_driver.LatinHypercubeDriver(num_samples=1, seed=None)

Bases: openmdao.drivers.predeterminedruns_driver.PredeterminedRunsDriver

Design-of-experiments Driver implementing the Latin Hypercube method.

class openmdao.drivers.latinhypercube_driver.OptimizedLatinHypercubeDriver(num_samples=1, seed=None, population=20, generations=2, norm_method=1)

Bases: openmdao.drivers.latinhypercube_driver.LatinHypercubeDriver

Design-of-experiments Driver implementing the Morris-Mitchell method for an Optimized Latin Hypercube.