physbo.search.discrete.pareto module

class physbo.search.discrete.pareto.Pareto(num_objectives, dom_rule=None)

ベースクラス: object

divide_non_dominated_region(force_binary_search=False)

export_front()

set_reference_max(reference_max=None)

set_reference_min(reference_min=None)

update_front(t)

Update the non-dominated set of points.

Pareto set is sorted on the first objective in ascending order.

volume_in_dominance(ref_min, ref_max, dominance_ratio=False)

class physbo.search.discrete.pareto.Rectangles(n_dim, dtype)

ベースクラス: object

add(lb, ub)

Add new rectangles.

パラメータ

• lb -- lower bounds of rectangles

• ub -- upper bounds of rectangles

class physbo.search.discrete.pareto.domination_rule

ベースクラス: object

dominate(t1, t2)

domination rule for maximization problem