SAVPSO

Module: opytimizer.optimizers.single_objective.swarm.pso

An SAVPSO class, inherited from Optimizer.

This is the designed class to define SAVPSO-related variables and methods.

References: H. Lu and W. Chen. Self-adaptive velocity particle swarm optimization for solving constrained optimization problems. Journal of global optimization (2008).

Constructor

SAVPSO(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) -> None

Wraps Self-adaptive Velocity 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.