CADETProcess.optimization.Population

class CADETProcess.optimization.Population(id=None)

Collection of Individuals evaluated during Optimization.

See also

CADETProcess.optimization.Individual

ParetoFront

Attributes:

individualslist

list: All individuals.

Methods

add_individual(individual[, ignore_duplicate])	Add individual to population.
from_dict(data)	Create a Population from a dictionary.
plot_corner([use_transformed, show, ...])	Create a corner plot of the independent variables.
plot_objectives([figs, axs, include_meta, ...])	Plot the objective function values for each design variable.
plot_pareto([plot, include_meta, ...])	Plot pairwise Pareto fronts for each generation in the optimization.
remove_individual(individual)	Remove an individual from the population.
remove_similar()	Remove similar individuals from the population.
setup_objectives_figure([include_meta, ...])	Set up figure and axes for plotting objectives.
setup_pareto([include_meta])	Set up base figure for plotting the Pareto front.
to_dict()	Convert Population to a dictionary.
update(other)	Update the population with individuals from another population.