opytimizer.optimizers.science.wdo

Wind Driven Optimization.

class opytimizer.optimizers.science.wdo.WDO(params: Optional[Dict[str, Any]] = None)

A WDO class, inherited from Optimizer.

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

References

Z. Bayraktar et al. The wind driven optimization technique and its application in electromagnetics. IEEE transactions on antennas and propagation (2013).

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

Initialization method.

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

v_max

Maximum velocity.

alpha

Friction coefficient.

g

Gravitational force coefficient.

c

Coriolis force.

RT

Pressure constant.

velocity

Array of velocities.

compile(space: opytimizer.core.space.Space) → None

Compiles additional information that is used by this optimizer.

Parameters:space – A Space object containing meta-information.

update(space: opytimizer.core.space.Space, function: opytimizer.core.function.Function) → None

Wraps Wind Driven Optimization over all agents and variables.

Parameters:

• space – Space containing agents and update-related information.
• function – A function object.