qilisdk.optimizers.optimizer

Classes

Optimizer

Helper class that provides a standard way to create an ABC using

Module Contents

class Optimizer

Bases: abc.ABC

Helper class that provides a standard way to create an ABC using inheritance.

abstractmethod optimize(cost_function: Callable[[list[float]], float], init_parameters: list[float], bounds: list[tuple[float, float]], store_intermediate_results: bool = False) → qilisdk.optimizers.optimizer_result.OptimizerResult

optimize the cost function and return the optimal parameters.

Paràmetres:

• cost_function (Callable[[list[float]], float]) – a function that takes in a list of parameters and returns the cost.

• init_parameters (list[float]) – the list of initial parameters. Note: the length of this list determines the number of parameters the optimizer will consider.

• bounds (list[float, float]) – a list of the variable value bounds.

Retorna:

the optimal set of parameters that minimize the cost function.

Tipus de retorn:

list[float]