EPO
Module: opytimizer.optimizers.single_objective.population.epo
An EPO class, inherited from Optimizer.
This is the designed class to define EPO-related variables and methods.
References: G. Dhiman and V. Kumar. Emperor penguin optimizer: A bio-inspired algorithm for engineering problems. Knowledge-Based Systems (2018).
Constructor
EPO(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, iteration: int, n_iterations: int) -> None
Wraps Emperor Penguin Optimization over all agents and variables.
Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
space | opytimizer.core.space._SingleObjectiveSpace | Space containing agents and update-related information. | |
iteration | int | Current iteration. | |
n_iterations | int | Maximum number of iterations. |