def save_timing_performance(timing, filename):
full_timings = [3] * 8
full_timings[0] = timing[0]
full_timings[4] = timing[1]
traffic_light = PhaseModifier("node1")
controller = StaticTrafficLightController(controller=traffic_light,
sequence=list(range(8)),
timings=full_timings)
sim = Simulator()
sim.add_simulation_component(SimulationOutputParser)
sim.add_tickable(controller)
sim.run(sumocfg1, gui=False)
sim.save_results(filename)
else:
j += 1
simulation_dataFrame.tail(1)['iteration'] = j
simulation_dataFrame = concat_frames(simulation_dataFrame,
simulation_dataFrame.tail(1))
best_solution = min(population, key=lambda x: x._fitness)
fitness_list.append(best_solution._fitness)
timings_list_.append(best_solution._phases_steps)
i += 1
print("The fitness list is: ", fitness_list)
timings_array = np.asarray(timings_list_)
np.savetxt(str("timings_list" + str(iteration) + ".csv"),
timings_array,
delimiter=",")
time2 = time.time()
#plt.plot(fitness_list)
#plt.show()
print("=" * 10)
print("iteration were performed in: ", time2 - time1, " seconds.")
sim.save_results("ga_results" + str(iteration))
save_dataframe2CSV(simulation_dataFrame,
"ga_results" + str(iteration) + ".csv")
print(simulation_dataFrame.head())
# /////////////////////////////////////////////////////////////////////
