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genetic-algorithms/lab4/gp/utils.py
2025-11-05 20:32:09 +03:00

30 lines
879 B
Python

from typing import Sequence
from .chromosome import Chromosome
from .primitive import Primitive
from .types import Population
def ramped_initialization(
chromosomes_per_variation: int,
depths: list[int],
terminals: Sequence[Primitive],
operations: Sequence[Primitive],
) -> Population:
"""Комбинация методов grow и full инициализации хромосом для инициализации начальной
популяции.
"""
population: Population = []
for depth in depths:
population.extend(
Chromosome.full_init(terminals, operations, depth)
for _ in range(chromosomes_per_variation)
)
population.extend(
Chromosome.grow_init(terminals, operations, depth)
for _ in range(chromosomes_per_variation)
)
return population