OptiGenAlg (class)

Method code available at https://github.com/Eomys/pyleecan/tree/master/pyleecan/Methods/Optimization/OptiGenAlg

class OptiGenAlg(selector=None, crossover=None, mutator=None, p_cross=0.9, p_mutate=0.1, size_pop=40, nb_gen=100, problem=-1, xoutput=-1, logger_name='Pyleecan.OptiSolver', is_keep_all_output=False, init_dict=None, init_str=None)[source]

Bases: pyleecan.Classes.OptiSolver.OptiSolver

Genetic algorithm class

VERSION = 1
save(save_path='', is_folder=False)

Save the object to the save_path

Parameters
  • self – A pyleecan object

  • save_path (str) – path to the folder to save the object

  • is_folder (bool) – to split the object in different files: separate simulation machine and materials

copy()

Return a copy of the class

get_logger()

Get the object logger or its parent’s one

Parameters

obj – A pyleecan object

Returns

logger – Pyleecan object dedicated logger

Return type

logging.Logger

as_dict()[source]

Convert this object in a json seriable dict (can be use in __init__)

property selector

Selector of the genetic algorithm

Type

function

property crossover

Crossover of the genetic algorithm

Type

function

property mutator

Mutator of the genetic algorithm

Type

function

property p_cross

Probability of crossover

Type

float

Min

0

Max

1

property p_mutate

Probability of mutation

Type

float

Min

0

Max

1

property size_pop

Size of the population

Type

int

Min

1

property nb_gen

Number of generations

Type

int

Min

1