VPSO
Module: opytimizer.optimizers.single_objective.swarm.pso
A VPSO class, inherited from Optimizer.
This is the designed class to define VPSO-related variables and methods.
References: W.-P. Yang. Vertical particle swarm optimization algorithm and its application in soft-sensor modeling. International Conference on Machine Learning and Cybernetics (2007).
Constructor
VPSO(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 that is used by this optimizer.
Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
space | opytimizer.core.space._SingleObjectiveSpace | A Space object containing meta-information. |
update
update(self, space: opytimizer.core.space._SingleObjectiveSpace) -> None
Wraps Vertical Particle Swarm Optimization over all agents and variables.
Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
space | opytimizer.core.space._SingleObjectiveSpace | Union[_SingleObjectiveSpace, _MultiObjectiveSpace] containing agents and update-related information. |