pytwinnet.optimization.ga

Classes

ChannelAllocationGA(channels[, population, ...])

Toy GA for assigning channels (ints) to tx nodes to maximize objective.

class pytwinnet.optimization.ga.ChannelAllocationGA(channels, population=30, generations=20, mutation_p=0.1, seed=0)

Bases: object

Toy GA for assigning channels (ints) to tx nodes to maximize objective.

Parameters:

• channels (List[int])

• population (int)

• generations (int)

• mutation_p (float)

• seed (int)

channels: List[int]

generations: int = 20

mutation_p: float = 0.1

optimize(twin, node_ids, objective)

Return type:

Dict[str, Any]

Parameters:

• twin (DigitalTwin)

• node_ids (List[str])

• objective (Objective)

population: int = 30

seed: int = 0