optimod.performance module

Module to access the performance of the optimization.

optimod.performance.calculate_hypervolume(data, ref_point)

Text.

Parameters:

• data (np.array) – Pareto front.
• ref_point (np.array) – Reference point.

Returns:

Hypervolume size.

Return type:

hv (float)

optimod.performance.verify_results(results, surrogate)

Text.

Parameters:

• results (np.array) – Pareto set results.
• surrogate (core.Surrogate) – Surrogate object.

Returns:

Set of verification indices.

Return type:

idx (np.array)