deephyper.skopt.moo.is_pareto_efficient

deephyper.skopt.moo.is_pareto_efficient#

deephyper.skopt.moo.is_pareto_efficient(new_obj, objvals)[source]#

Check if the new objective vector is pareto efficient with respect to previously computed values.

Parameters:
  • new_obj (array or list) – Array or list of size (n_objectives, )

  • objvals (array or list) – Array or list of size (n_points, n_objectives)

Returns:

True if the vector is pareto efficient and false otherwise.

Return type:

bool