MVO
Module: opytimizer.optimizers.single_objective.science.mvo
A MVO class, inherited from Optimizer.
This is the designed class to define MVO-related variables and methods.
References: S. Mirjalili, S. M. Mirjalili and A. Hatamlou. Multi-verse optimizer: a nature-inspired algorithm for global optimization. Neural Computing and Applications (2016).
Constructor
MVO(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, iteration: int, n_iterations: int) -> None
Wraps Multi-Verse Optimizer over all agents and variables (eq. 3.1-3.4).
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. | |
iteration | int | Current iteration. | |
n_iterations | int | Maximum number of iterations. |