opytimizer.optimizers.population.osa

Owl Search Algorithm.

class opytimizer.optimizers.population.osa.OSA(params: Optional[Dict[str, Any]] = None)

An OSA class, inherited from Optimizer.

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

References

M. Jain, S. Maurya, A. Rani and V. Singh. Owl search algorithm: A novelnature-inspired heuristic paradigm for global optimization. Journal of Intelligent & Fuzzy Systems (2018).

__init__(params: Optional[Dict[str, Any]] = None) → None

Initialization method.

Parameters:params – Contains key-value parameters to the meta-heuristics.

beta

Exploration intensity.

update(space: opytimizer.core.space.Space, iteration: int, n_iterations: int) → None

Wraps Owl Search Algorithm over all agents and variables.

Parameters:

• space – Space containing agents and update-related information.
• iteration – Current iteration.
• n_iterations – Maximum number of iterations.