Pareto front

In this example, we illustrate the use of the ParetoFront plot on the Sobieski's SSBJ problem.

The ParetoFront post-processing provides a matrix of plots (if there are more than 2 objectives). It indicates in red the locally non-dominated points for the current objective, and in green the globally (all objectives) Pareto optimal points.

    INFO - 16:25:48: Importing the optimization problem from the file sobieski_mdf_scenario.h5

<gemseo.post.pareto_front.ParetoFront object at 0x72a4f251f410>

from __future__ import annotations

from gemseo import execute_post
from gemseo.settings.post import ParetoFront_Settings

execute_post(
    "sobieski_mdf_scenario.h5",
    settings_model=ParetoFront_Settings(
        objectives=["g_3", "-y_4"],
        save=False,
        show=True,
    ),
)