evomo.workflows.unified_workflow

Classes

UnifiedWorkflow

A unified standard workflow for evomo that supports both constrained and unconstrained problems.

Module Contents

class evomo.workflows.unified_workflow.UnifiedWorkflow(algorithm: evox.core.Algorithm, problem: evox.core.Problem, monitor: evox.core.Monitor | None = None, opt_direction: str | list[str] = 'min', solution_transform: torch.nn.Module | None = None, fitness_transform: torch.nn.Module | None = None, device: str | torch.device | int | None = None, enable_distributed: bool = False, group: Any = None)

Bases: evox.core.Workflow

A unified standard workflow for evomo that supports both constrained and unconstrained problems. If the problem’s evaluate function returns a tuple (fitness, cv), both will be correctly handled, gathered and passed to the algorithm.

algorithm

monitor = None

problem

solution_transform = None

fitness_transform

enable_distributed = False

group = None

init_step()

final_step()

step()