Assigns Pareto ranks and crowding distances to alloy candidates.

Parameters¶

alloys: DataFrame¶

The current population of alloy candidates.

targets: dict¶

Dict of targets for maximisation and minimisation.

target_normalisation: dict¶

Dict of normalisation factors for each target.

adjust_normalisation_factors: bool = True¶

If True, the normalisation factors will be updated based on the current population.