from exchanger import SimpleRandomExchanger
def update_progress(progress: int):
"""
Shows progress bar. Progress is passed in percent.
"""
print('\r[{0}] {1}%'.format('#' * (progress // 10), progress), end='')
if __name__ == "__main__":
number_of_lymphocytes = 100
max_height = 4
DataFileStorageHelper.save_to_file(
'test_x_y.txt', ['x', 'y'],
lambda x, y: x * x + x * y * math.sin(x * y), 100)
variables, values = DataFileStorageHelper.load_from_file('test_x_y.txt')
f = FitnessFunction(values)
exchanger = SimpleRandomExchanger(lambda: [
Expression.generate_random(max_height=max_height, variables=variables)
for i in range(0, number_of_lymphocytes // 2)
])
config = ExpressionsImmuneSystemConfig()
results = []
iterations = 5
start = time.clock()
__author__ = 'Stanislav Ushakov'
from immune import ExpressionsImmuneSystem, DataFileStorageHelper, ExpressionsImmuneSystemConfig
from exchanger import PeerToPeerExchanger, LocalhostNodesManager
import sys
#start as "python node_main.py node_num number_of_nodes"
if __name__ == '__main__':
number = int(sys.argv[1])
number_of_nodes = int(sys.argv[2])
nodes_manager = LocalhostNodesManager(number, number_of_nodes)
config = ExpressionsImmuneSystemConfig()
config.number_of_lymphocytes = 200
config.number_of_iterations = 200
config.number_of_iterations_to_exchange = 30
config.maximal_height = 5
variables, values = DataFileStorageHelper.load_from_file('test_x_y.txt')
exchanger = PeerToPeerExchanger(nodes_manager)
results = []
immuneSystem = ExpressionsImmuneSystem(exact_values=values,
variables=variables,
exchanger=exchanger,
config=config)
best = immuneSystem.solve()
print(best)
__author__ = 'Stanislav Ushakov'
from immune import ExpressionsImmuneSystem, DataFileStorageHelper, ExpressionsImmuneSystemConfig
from exchanger import PeerToPeerExchanger, LocalhostNodesManager
import sys
#start as "python node_main.py node_num number_of_nodes"
if __name__ == '__main__':
number = int(sys.argv[1])
number_of_nodes = int(sys.argv[2])
nodes_manager = LocalhostNodesManager(number, number_of_nodes)
config = ExpressionsImmuneSystemConfig()
config.number_of_lymphocytes = 200
config.number_of_iterations = 200
config.number_of_iterations_to_exchange = 30
config.maximal_height = 5
variables, values = DataFileStorageHelper.load_from_file('test_x_y.txt')
exchanger = PeerToPeerExchanger(nodes_manager)
results = []
immuneSystem = ExpressionsImmuneSystem(exact_values=values,
variables=variables,
exchanger=exchanger,
config=config)
best = immuneSystem.solve()
print(best)
from immune import ExpressionsImmuneSystem, FitnessFunction, DataFileStorageHelper, ExpressionsImmuneSystemConfig
from exchanger import SimpleRandomExchanger
def update_progress(progress):
"""
Shows progress bar. Progress is passed in percent.
"""
print '\r[{0}] {1}%'.format('#' * (progress // 10), progress)
if __name__ == "__main__":
number_of_lymphocytes = 100
max_height = 4
DataFileStorageHelper.save_to_file('test_x_y.txt', ['x', 'y'], lambda x, y: x * x + x * y * math.sin(x * y), 100)
variables, values = DataFileStorageHelper.load_from_file('test_x_y.txt')
f = FitnessFunction(values)
exchanger = SimpleRandomExchanger(
lambda: [Expression.generate_random(max_height=max_height, variables=variables)
for i in range(0, number_of_lymphocytes // 2)])
config = ExpressionsImmuneSystemConfig()
results = []
iterations = 5
start = time.clock()
for i in range(0, iterations):
immuneSystem = ExpressionsImmuneSystem(exact_values=values,