forked from StanislavUshakov/ArtificialImmuneSystem
/
node_main.py
30 lines (23 loc) · 983 Bytes
/
node_main.py
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__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)