cosapp.drivers.montecarlo

Classes

MonteCarlo(name, owner, **kwargs)	This driver execute a MonteCarlo simulation on its system.
RandomVariable(variable, distribution, connector)

class cosapp.drivers.montecarlo.MonteCarlo(name: str, owner: Optional[cosapp.systems.System] = None, **kwargs)

Bases: cosapp.drivers.abstractsetofcases.AbstractSetOfCases

This driver execute a MonteCarlo simulation on its system.

A

X0

Y0

add_random_variable(names: Union[str, Iterable[str]]) → None

Add variable to be perturbated.

The perturbation distribution is defined by the variable distribution details.

Parameters

names (Union[str, Iterable[str]]) – List of variables to be perturbated

add_response(name: Union[str, Iterable[str]]) → None

Add a variable for which the statistical response will be calculated.

Parameters

name (Union[str, Iterable[str]]) – List of variable names to add

compute() → None

Contains the customized Module calculation, to execute after children.

draws

linear

perturbations

random_variables

reference_case_solution

responses

solver

class cosapp.drivers.montecarlo.RandomVariable(variable, distribution, connector)

Bases: NamedTuple

add_noise(quantile=None) → float

connector: Optional[SystemConnector]

Alias for field number 2

distribution: cosapp.utils.distributions.distribution.Distribution

Alias for field number 1

draw(quantile=None) → float

set_perturbation(value) → None

variable: VariableReference

Alias for field number 0