gemseo / algos

opt_result module

Optimization result

class gemseo.algos.opt_result.OptimizationResult(x_0=None, x_opt=None, f_opt=None, status=None, constraints_values=None, constraints_grad=None, optimizer_name=None, message=None, n_obj_call=None, n_grad_call=None, n_constr_call=None, is_feasible=False)

Bases: object

Stores optimization results

Initialize optimization results

Parameters

• x_0 – initial guess for design variables

• x_opt – optimal design variables values

• f_opt – the objective function values at optimum

• status – the optimizer status

• message – the optimizer message

• n_obj_call – number of call to objective function by optimizer

• n_grad_call – number of call to gradient function by optimizer

• n_constr_call – number of call to constraints function by optimizer

• is_feasible – True if the solution is feasible, false else

DICT_REPR_ATTR = ['x_0', 'x_opt', 'optimizer_name', 'message', 'f_opt', 'status', 'n_obj_call', 'n_grad_call', 'n_constr_call', 'is_feasible']

HDF_CSTR_GRAD_KEY = 'constr_grad:'

HDF_CSTR_KEY = 'constr:'

get_data_dict_repr()

Returns a dict representation of self for serialization functions are removed

Returns

a dict with attributes names as keys

static init_from_dict_repr(**kwargs)

Initalizes a new opt result from a data dict typically uised for deserialization

Parameters

kwargs – key value pairs from DICT_REPR_ATTR

log_me()

Logs the self.__repr__ message