public static double ObjectiveFunction(DiseaseSimulation simulation)
{
var simResults = simulation.RunSimulation();
//var infectionAttempts = 0;
while (simResults[0].Last() < 100)
{
simResults = simulation.RunSimulation();
}
if (simResults[0].Last() == -1)
{
return(bigNumber);
}
//if (simResults[0].Count < simulation.maxSimulationLength)
//{
// return bigNumber;
//}
//Console.WriteLine("Difference in total infected: " + (simResults[0].Last() - infectionsByGovernorate[0]));
//Console.WriteLine("Difference in infections in the capital: " + (simResults[3].Last() - infectionsByGovernorate[3]));
//var objValue = Math.Abs(simResults[0].Last() - infectionsByGovernorate[0]) + Math.Abs(simResults[3].Last() - infectionsByGovernorate[3]);
var objValue = simResults[0].Last();
//var objValue = 0; //simResults[0].Last();
//foreach (var governorate in simulation.nodeProbsByAdmin1.Keys)
//{
// objValue += Math.Abs(simResults[governorate].Last() - infectionsByGovernorate[governorate]);
//}
return(Convert.ToDouble(objValue));
}
static void RunSimulations()
{
var diseaseNetwork = new ConnectionNetwork(Data.GenPopData(), Data.GenWaterData(), Data.GenAdminData());
string file = Directory.GetCurrentDirectory();
file = Path.GetFullPath(Path.Combine(file, @"..\..\")) + "simResultsTimeUnscaled.csv";
string header = string.Join(",", Enumerable.Range(0, 496).Select(x => x.ToString()).ToArray()) + "\n";
for (int i = 0; i < 999; i++)
{
//Console.WriteLine(i);
var simulation = new DiseaseSimulation(diseaseNetwork);
var simResults = simulation.RunSimulation();
while (simResults[0].Last() < 1000)
{
simResults = simulation.RunSimulation();
}
if (!File.Exists(file))
{
File.WriteAllText(file, header);
}
Console.WriteLine(i.ToString() + ": " + simResults[0].Last().ToString());
//var line = string.Concat(simResults.Select(l => l.Last().ToString() + ","));
var line = string.Concat(simResults[0].Select(dInfectious => dInfectious.ToString() + ","));
line = line.Remove(line.Length - 1) + "\n";
File.AppendAllText(file, line);
}
}