Base_problems

Functional_problem

class gaggle.problem.base_problems.functional_problem.FunctionalProblem(fitness_function: Callable, problem_args: ProblemArgs = None, sys_args: SysArgs = None, *args, **kwargs)

Bases: Problem

Problem that just uses a predefined fitness_function with default input arguments beyond the individual.

evaluate(individual: Individual, *args, **kwargs) → float

Evaluate the given individual based on this problem.

Parameters:

• individual – individual to be evaluated

• train – whether this is a training or testing evaluation (matters for certain problems)

• *args – additional args that would need to be passed to the individual forward function (call)

• **kwargs – additional kwargs that would need to be passed to the individual forward function (call)

Returns: a float representing the individual’s fitness