CS

Module: opytimizer.optimizers.single_objective.swarm.cs

A CS class, inherited from Optimizer.

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

References: X.-S. Yang and D. Suash. Cuckoo search via Lévy flights. World Congress on Nature & Biologically Inspired Computing (2009).

Constructor

CS(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, function: opytimizer.core.function.Function) -> None

Wraps Cuckoo Search over all agents and variables.

Parameters

Parameter	Type	Default	Description
space	opytimizer.core.space._SingleObjectiveSpace		Space containing agents and update-related information.
function	opytimizer.core.function.Function		A Function object that will be used as the objective function.