FA
Module: opytimizer.optimizers.single_objective.swarm.fa
A FA class, inherited from Optimizer.
This is the designed class to define FA-related variables and methods.
References: X.-S. Yang. Firefly algorithms for multimodal optimization. International symposium on stochastic algorithms (2009).
Constructor
FA(params: Optional[Dict[str, Any]] = None) -> None
Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
params | Optional[Dict[str, Any]] | None | — |
Methods
update
update(self, space: opytimizer.core.space._SingleObjectiveSpace, n_iterations: int) -> None
Wraps Firefly Algorithm over all agents and variables (eq. 3-9).
Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
space | opytimizer.core.space._SingleObjectiveSpace | Space containing agents and update-related information. | |
n_iterations | int | Maximum number of iterations. |