def __init__(self,
parent_genotypes: np.ndarray,
possibilites: List[float],
population_of_progeny: int,
maximum_feature=None,
selection: str = "gebv",
max_age: int = 1,
max_number: int = sys.maxsize):
if len(parent_genotypes.shape) != 3 or parent_genotypes.shape[:2] != (
2, 2) or any(_ <= 0 for _ in parent_genotypes.shape):
raise AttributeError(
"Массив генотипов особей задан неверно! Размерность должна быть (2 x 2 x N)"
)
if max_age <= 0:
raise AttributeError(
"Максимальный возраст сущнсоти должен быть >= 1")
if not Selection.selection_implemented(selection):
raise NotImplementedError(f"Селекция {selection} не реализована!")
self.generations: List[Generation] = [
Generation(index=0,
genotypes=list(
Genotype(genotype)
for genotype in parent_genotypes),
population=parent_genotypes.shape[0])
]
self.possibilities = possibilites
self.population_of_progeny = population_of_progeny
self._current_generation = 0
self.maximum_feature = (
self.generations[0].genotypes[0].matrix.shape[1] *
2 if maximum_feature is None else maximum_feature)
self.selection = selection
self.max_age = max_age
self.max_number = max_number
def __init__(self,
parent_genotypes: np.ndarray,
possibilites: List[float],
population_of_progeny: int,
maximum_feature=None,
selection: str = "gebv",
max_age: int = 1,
max_population: int = sys.maxsize,
possibilities_for_selection: List[float] = None,
crosses: int = 1,
puberty_period=0):
if len(parent_genotypes.shape
) != 3 or parent_genotypes.shape[1] != 2 or any(
_ <= 0 for _ in parent_genotypes.shape):
raise AttributeError(
"Массив генотипов особей задан неверно! Размерность должна быть (2 x 2 x N)"
)
if max_age <= 0:
raise AttributeError(
"Максимальный возраст сущности должен быть >= 1")
if not Selection.selection_implemented(selection):
raise NotImplementedError(f"Селекция {selection} не реализована!")
if len(parent_genotypes) // 2 < crosses:
raise AttributeError(
"Число скрещиваний не должно превышать количество родительских особей"
)
if max_age <= puberty_period:
raise AttributeError(
"Внимание! Ваша особь умирает прежде, чем начинает размножаться!"
)
self.generations: List[Generation] = [
Generation(index=0,
genotypes=list(
Genotype(genotype)
for genotype in parent_genotypes),
population=parent_genotypes.shape[0])
]
self.possibilities = possibilites
self.population_of_progeny = population_of_progeny
self._current_generation = 0
self.maximum_feature = (
self.generations[0].genotypes[0].matrix.shape[1] *
2 if maximum_feature is None else maximum_feature)
self.selection = selection
self.max_age = max_age
self.max_population = max_population
self.possibilities_for_selection = possibilities_for_selection
self.crosses = crosses
self.puberty_period = puberty_period
