MultiReactorCDO
Module: opytimizer.optimizers.single_objective.science.cdo
Multi-Reactor Chernobyl Disaster Optimizer.
This variant uses multiple sub-populations (reactors) that occasionally exchange information.
Constructor
MultiReactorCDO(params: Optional[Dict[str, Any]] = None) -> None
Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
params | Optional[Dict[str, Any]] | None | — |
Methods
compile
compile(self, space: opytimizer.core.space._SingleObjectiveSpace) -> None
Compiles additional information for each reactor.
Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
space | opytimizer.core.space._SingleObjectiveSpace | Space object containing meta-information. |
exchange_information
exchange_information(self) -> None
Exchange best solutions between reactors.
update
update(self, space: opytimizer.core.space._SingleObjectiveSpace, function: opytimizer.core.function.Function, iteration: int, n_iterations: int) -> None
Updates using multiple reactors.
Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
space | opytimizer.core.space._SingleObjectiveSpace | Space containing agents and update-related information | |
function | opytimizer.core.function.Function | Objective function | |
iteration | int | Current iteration | |
n_iterations | int | Maximum iterations |