Maximize the mean wind farm power

Parameters¶

problem: foxes_opt.FarmOptProblem

The underlying optimization problem

name: str

The name of the objective function

kwargs: dict, optional

Additional parameters for FarmVarObjective

Public members¶

MaxFarmPower(problem, name='maximize_power', **kwargs)[source]

Constructor.

initialize(verbosity=0)[source]

Initialize the object.

n_components()[source]

Returns the number of components of the function.

maximize()[source]

Returns flag for maximization of each component.

vardeps_float()[source]

Gets the dependencies of all components on the function float variables

calc_individual(vars_int, vars_float, problem_results, ...)[source]

Calculate values for a single individual of the underlying problem.

calc_population(vars_int, vars_float, problem_results, ...)[source]

Calculate values for all individuals of a population.

finalize_individual(vars_int, vars_float, problem_results, ...)[source]

Finalization, given the champion data.

property farm

The wind farm

property sel_turbines

The list of selected turbines

property n_sel_turbines

The numer of selected turbines

add_to_layout_figure(ax, **kwargs)[source]

Add to a layout figure

classmethod print_models()[source]

Prints all model names.

classmethod new(objective_type, *args, **kwargs)[source]

Run-time farm objective factory.

property component_names

The names of the components

property var_names_int

The names of the integer variables

property n_vars_int

The number of int variables

property var_names_float

The names of the float variables

property n_vars_float

The number of float variables

vardeps_int()

Gets the dependencies of all components on the function int variables

rename_vars_int(varmap)

Rename integer variables.

rename_vars_float(varmap)

Rename float variables.

finalize_population(vars_int, vars_float, problem_results, ...)

Finalization, given the final population data.

ana_deriv(vars_int, vars_float, var, components=None)

Calculates the analytic derivative, if possible.

__str__()

Get info string

property initialized

Flag for finished initialization

finalize(verbosity=0)

Finalize the object.