opytimizer.optimizers.misc.aoa¶
Arithmetic Optimization Algorithm.
-
class
opytimizer.optimizers.misc.aoa.AOA(params: Optional[Dict[str, Any]] = None)¶ An AOA class, inherited from Optimizer.
This is the designed class to define AOA-related variables and methods.
References
L. Abualigah et al. The Arithmetic Optimization Algorithm. Computer Methods in Applied Mechanics and Engineering (2021).
-
__init__(params: Optional[Dict[str, Any]] = None) → None¶ Initialization method.
Parameters: params – Contains key-value parameters to the meta-heuristics.
-
a_min¶ Minimum accelerated function.
-
a_max¶ Maximum accelerated function.
-
alpha¶ Sensitive parameter.
-
mu¶ Control parameter.
-
update(space: opytimizer.core.space.Space, iteration: int, n_iterations: int) → None¶ Wraps Arithmetic Optimization Algorithm over all agents and variables.
Parameters: - space – Space containing agents and update-related information.
- iteration – Current iteration.
- n_iterations – Maximum number of iterations.
-