RPSO
Module: opytimizer.optimizers.single_objective.swarm.pso
An RPSO class, inherited from Optimizer.
This is the designed class to define RPSO-related variables and methods.
References: M. Roder, G. H. de Rosa, L. A. Passos, A. L. D. Rossi and J. P. Papa. Harnessing Particle Swarm Optimization Through Relativistic Velocity. IEEE Congress on Evolutionary Computation (2020).
Constructor
RPSO(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 Relativistic 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. |