QuantumCDO
Module: opytimizer.optimizers.single_objective.science.cdo
Quantum Chernobyl Disaster Optimizer.
This variant implements quantum-inspired mechanisms for better exploration.
Constructor
QuantumCDO(params: Optional[Dict[str, Any]] = None) -> None
Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
params | Optional[Dict[str, Any]] | None | — |
Methods
quantum_position
quantum_position(self, center: numpy.ndarray, space: opytimizer.core.space._SingleObjectiveSpace) -> numpy.ndarray
Generate quantum position around center.
Returns: Quantum position
Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
center | numpy.ndarray | Center position for quantum cloud | |
space | opytimizer.core.space._SingleObjectiveSpace | Space object containing bounds |
update
update(self, space: opytimizer.core.space._SingleObjectiveSpace, function: opytimizer.core.function.Function, iteration: int, n_iterations: int) -> None
Updates using quantum-inspired mechanisms.
Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
space | opytimizer.core.space._SingleObjectiveSpace | Space containing agents and update-related information | |
function | opytimizer.core.function.Function | Objective function | |
iteration | int | Current iteration | |
n_iterations | int | Maximum iterations |