geneticengine.algorithms.gp.structure

Module Contents

Classes

PopulationInitializer	Helper class that provides a standard way to create an ABC using
GeneticStep	Helper class that provides a standard way to create an ABC using

class geneticengine.algorithms.gp.structure.PopulationInitializer

Bases: abc.ABC

Helper class that provides a standard way to create an ABC using inheritance.

abstract initialize(problem, representation, random, target_size)

Parameters:

• problem (geneticengine.problems.Problem) –

• representation (geneticengine.representations.api.Representation) –

• random (geneticengine.random.sources.RandomSource) –

• target_size (int) –

Return type:

list[geneticengine.solutions.individual.Individual]

class geneticengine.algorithms.gp.structure.GeneticStep

Bases: abc.ABC

Helper class that provides a standard way to create an ABC using inheritance.

abstract iterate(problem, evaluator, representation, random, population, target_size, generation)

Parameters:

• problem (geneticengine.problems.Problem) –

• evaluator (geneticengine.evaluation.Evaluator) –

• representation (geneticengine.representations.api.Representation) –

• random (geneticengine.random.sources.RandomSource) –

• population (list[geneticengine.solutions.individual.Individual]) –

• target_size (int) –

• generation (int) –

Return type:

list[geneticengine.solutions.individual.Individual]

__str__()

Return str(self).