cocoex.utilities.ProblemNonAnytime : API documentation

The non-anytime problem class.

Serves to benchmark a "budgeted" algorithm whose behavior decisively depends on a budget input parameter.

Usage:

# given: suite and observer instances, budget_list, fmin
for index in range(len(suite)):
    with ProblemNonAnytime(suite, observer, index) as problem:
        x0 = problem.initial_solution  # or whatever fmin needs as input
        for budget in sorted(budget_list):
            x = fmin(problem, x0, budget)  # minimize
            problem.delivered(x)  # prepares for next budget also
            if problem.final_target_hit:
                break

Details: This class maintains two problems - one observed and the other unobserved. It switches from unobserved to observed when p_unobserved.evaluations >= p_observed.evaluations.

Method	__init__	Undocumented
Method	__call__	Undocumented
Method	delivered	to be called with the solution returned by the solver.
Method	reset	prepare the problem to be run on the next budget
Method	free	Undocumented
Method	print_progress	Undocumented
Method	__enter__	Undocumented
Method	__exit__	Undocumented
Method	final_target_hit	Undocumented
Method	best_observed_fvalue1	Undocumented
Method	random_solution	Undocumented

def __init__(self, suite, observer, index):

Undocumented

def __call__(self, x, *args, **kwargs):

Undocumented

def delivered(self, x, *args, **kwargs):

to be called with the solution returned by the solver.

The method records the delivered solution (if necessary) and prepares the problem to be run on the next budget by calling reset.

def reset(self):

prepare the problem to be run on the next budget

def free(self):

Undocumented

def print_progress(self):

Undocumented

def __enter__(self):

Undocumented

def __exit__(self, *args):

Undocumented

@property
def final_target_hit(self):

Undocumented

@property
def best_observed_fvalue1(self):

Undocumented

@property
def random_solution(self):

Undocumented

cocoex.utilities.ProblemNonAnytime(object) class documentation

`cocoex.utilities.ProblemNonAnytime(object)` class documentation