criteria.Criteria

criteria.Criteria(self, arr, type)

A class representing a collection of criteria functions. This class allows for the selection and computation of various criteria functions based on the specified type. It supports all criteria found in pyLHD

Parameters

Name	Type	Description	Default
arr	numpy.numpy.ArrayLike	A numpy ndarray	required
type	str	A string representing the type of criteria function to be used.	required

Raises

Type	Description
ValueError	If the specified criteria type is not recognized.

Examples:

import pyLHD
random_lhd = pyLHD.LatinHypercube(size = (10,3))
phi_p = pyLHD.Criteria(random_lhd, 'phi_p')
phi_p.compute()

2.507744009345771

Compute phi_p criteria with additional arguments

phi_p = pyLHD.Criteria(random_lhd, 'phi_p')
phi_p.compute(p=10, q=2)

4.156553593153088