def solve(files, variables, temperature, cooling, inner_loop, ratio):
instances = 50
duration_sum = 0
weight_usage_ratio_sum = 0
satisfied_ratio_sum = 0
for file in files:
sa = SimulatedAnnealing(temperature, cooling, inner_loop, ratio,
File(file))
start_time = time.time()
result = sa.evaluate()
duration = time.time() - start_time
print(result.value, result.satisfied_ratio, result.weight_usage_ratio,
result.bit_array)
duration_sum += duration
weight_usage_ratio_sum += result.weight_usage_ratio
satisfied_ratio_sum += result.satisfied_ratio
# break
# from seconds to milliseconds
duration_avg = (duration_sum / instances) * 1000
weight_usage_ratio_avg = (weight_usage_ratio_sum / instances)
satisfied_ratio_avg = (satisfied_ratio_sum / instances)
return duration_avg, weight_usage_ratio_avg, satisfied_ratio_avg
