11.1.14. rheia.OPT.genetic_algorithms.NSGA2.define_samples_to_eval

NSGA2.define_samples_to_eval(pop)

Defines the set of samples considered for evaluation. Adds the list of parameters to the initial samples drawn form the desing space.

Parameters

pop (list) – The set of samples (population form, only variables) considered for evaluation

Returns

• samples_to_eval (list) – The set of samples considered for evaluation

  samples_to_eval = [[p11, p12, …, p1N, x11, x12, …, x1M],

  [p21, p22, …, p2N, x21, x22, …, x2M], … [pk1, pk2, …, pkN, xk1, xk2, …, xkM], ]

  where N is the number of parameters

  M is the number of variables k is the number of samples

• unc_samples_to_eval (list) – The set of samples considered for uncertainty quantification