JS
Module: opytimizer.optimizers.single_objective.swarm.js
A JS class, inherited from Optimizer.
This is the designed class to define JS-related variables and methods.
References: J.-S. Chou and D.-N. Truong. A novel metaheuristic optimizer inspired by behavior of jellyfish in ocean. Applied Mathematics and Computation (2020).
Constructor
JS(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 Jellyfish Search over all agents and variables.
Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
space | opytimizer.core.space._SingleObjectiveSpace | Space containing agents and update-related information. | |
iteration | int | Current iteration. | |
n_iterations | int | Maximum number of iterations. |