SMA
Module: opytimizer.optimizers.single_objective.science.sma
A SMA class, inherited from Optimizer.
This is the designed class to define SMA-related variables and methods.
References: S. Li, H. Chen, M. Wang, A. A. Heidari, S. Mirjalili Slime mould algorithm: A new method for stochastic optimization. Future Generation Computer Systems (2020).
Constructor
SMA(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, iteration: int, n_iterations: int) -> None
Wraps Slime Mould Algorithm over all agents and variables.
Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
space | opytimizer.core.space._SingleObjectiveSpace | Space containing agents and update-related information. | |
iteration | int | — | |
n_iterations | int | — |