"""Type stubs for tnfr.sdk.adaptive_system module."""
from ..dynamics.adaptive_sequences import AdaptiveSequenceSelector
from ..dynamics.feedback import StructuralFeedbackLoop
from ..dynamics.homeostasis import StructuralHomeostasis
from ..dynamics.learning import AdaptiveLearningSystem
from ..dynamics.metabolism import StructuralMetabolism
from ..types import NodeId, TNFRGraph
class TNFRAdaptiveSystem:
G: TNFRGraph
node: NodeId
feedback: StructuralFeedbackLoop
sequence_selector: AdaptiveSequenceSelector
homeostasis: StructuralHomeostasis
learning: AdaptiveLearningSystem
metabolism: StructuralMetabolism
def __init__(self, graph: TNFRGraph, node: NodeId) -> None: ...
def autonomous_evolution(self, num_cycles: int = ...) -> None: ...
def _measure_stress(self) -> float: ...