geneticengine.evaluation

Submodules

• geneticengine.evaluation.api
• geneticengine.evaluation.budget
• geneticengine.evaluation.parallel
• geneticengine.evaluation.recorder
• geneticengine.evaluation.sequential
• geneticengine.evaluation.tracker

Package Contents

Classes

Evaluator	Helper class that provides a standard way to create an ABC using
SequentialEvaluator	Default evaluator for individuals, executes sequentially.
ParallelEvaluator	Evaluates individuals in parallel, each time they are needed.

Attributes

__ALL__

class geneticengine.evaluation.Evaluator

Bases: abc.ABC

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

abstract evaluate_async(problem, indivs)

Parameters:

• problem (geneticengine.problems.Problem)

• indivs (Iterable[geneticengine.solutions.individual.Individual[Any, Any]])

evaluate(problem, indivs)

Parameters:

• problem (geneticengine.problems.Problem)

• indivs (Iterable[geneticengine.solutions.individual.Individual[Any, Any]])

register_evaluation()

number_of_evaluations()

eval_single(problem, individual)

Parameters:

• problem (geneticengine.problems.Problem)

• individual (geneticengine.solutions.individual.Individual)

Return type:

geneticengine.problems.Fitness

class geneticengine.evaluation.SequentialEvaluator

Bases: geneticengine.evaluation.api.Evaluator

Default evaluator for individuals, executes sequentially.

evaluate_async(problem, indivs)

Parameters:

• problem (geneticengine.problems.Problem)

• indivs (Iterable[geneticengine.solutions.individual.Individual[Any, Any]])

class geneticengine.evaluation.ParallelEvaluator

Bases: geneticengine.evaluation.api.Evaluator

Evaluates individuals in parallel, each time they are needed.

evaluate_async(problem, individuals)

Parameters:

• problem (geneticengine.problems.Problem)

• individuals (Iterable[geneticengine.solutions.individual.Individual[Any, Any]])

geneticengine.evaluation.__ALL__