GP
Module: opytimizer.optimizers.single_objective.evolutionary.gp
A GP class, inherited from Optimizer.
Adapted to support Strongly-Typed Genetic Programming using Tree/Graph models.
Constructor
GP(params: Optional[Dict[str, Any]] = None) -> None
Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
params | Optional[Dict[str, Any]] | None | — |
Methods
evaluate
evaluate(self, space: opytimizer.core.graph.space._SingleObjectiveSpace, function: opytimizer.core.function.Function) -> None
Evaluates the search space according to the objective function.
Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
space | opytimizer.core.graph.space._SingleObjectiveSpace | A TreeSpace object. | |
function | opytimizer.core.function.Function | A Function object that will be used as the objective function. |
update
update(self, space: opytimizer.core.graph.space._SingleObjectiveSpace) -> None
Wraps Genetic Programming over all trees and variables.
Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
space | opytimizer.core.graph.space._SingleObjectiveSpace | TreeSpace containing agents and update-related information. |