simulationexam/accep_reject.ipynb

Used this notebook to play with acceptance/rejection principle

In [1]:

%pylab inline
from network.network import is_valid_network, get_number_of_activated_antenna, pp_network
from numpy import mean
from random import Random

Populating the interactive namespace from numpy and matplotlib

In [2]:

random = Random(666)
def get_some_possible_network(n, box_size):
    number_of_square = box_size * box_size
    for i in range(n):
        yield random.randint(0, 2 ** number_of_square - 1)

In [3]:

box_size = 4
n = 10**6

valid_networks = []
for network in get_some_possible_network(n, box_size):
    if is_valid_network(network, box_size):
        valid_networks.append(network)

In [4]:

hist(list(map(get_number_of_activated_antenna, valid_networks)), bins=100)
None

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