def test_get_mean_waiting_time_example_3():
"""
Example on getting the mean waiting time recursively from the Markov chain
"""
mean_waiting_time = get_mean_waiting_time_using_markov_state_probabilities(
lambda_2=0.2,
lambda_1=0.2,
mu=0.2,
num_of_servers=3,
threshold=3,
system_capacity=10,
buffer_capacity=10,
class_type=1,
waiting_formula=mean_waiting_time_formula_using_recursive_approach,
)
assert mean_waiting_time == 0
def test_get_mean_waiting_time_example_7():
"""
Example on getting the mean waiting time from a closed form formula
"""
mean_waiting_time = get_mean_waiting_time_using_markov_state_probabilities(
lambda_2=0.2,
lambda_1=0.2,
mu=0.2,
num_of_servers=3,
threshold=3,
system_capacity=10,
buffer_capacity=10,
class_type=1,
waiting_formula=mean_waiting_time_formula_using_closed_form_approach,
)
assert mean_waiting_time == 0
def test_get_mean_waiting_time_example_8():
"""
Example on getting the mean waiting time from a closed form formula
"""
mean_waiting_time = get_mean_waiting_time_using_markov_state_probabilities(
lambda_2=0.2,
lambda_1=0.2,
mu=0.2,
num_of_servers=3,
threshold=4,
system_capacity=10,
buffer_capacity=10,
class_type=None,
waiting_formula=mean_waiting_time_formula_using_closed_form_approach,
)
assert round(mean_waiting_time, NUMBER_OF_DIGITS_TO_ROUND) == round(
1.1051493390764142, NUMBER_OF_DIGITS_TO_ROUND)
def test_get_mean_waiting_time_example_2():
"""
Example on getting the mean waiting time recursively from the Markov chain
"""
mean_waiting_time = get_mean_waiting_time_using_markov_state_probabilities(
lambda_2=0.2,
lambda_1=0.2,
mu=0.2,
num_of_servers=3,
threshold=4,
system_capacity=10,
buffer_capacity=10,
class_type=1,
waiting_formula=mean_waiting_time_formula_using_recursive_approach,
)
assert round(mean_waiting_time, NUMBER_OF_DIGITS_TO_ROUND) == round(
0.7377914457854086, NUMBER_OF_DIGITS_TO_ROUND)
