public static double ObjectiveFunction(DiseaseSimulation simulation, List <double> parameters)
{
foreach (var value in parameters)
{
if (value < 0)
{
return(bigNumber);
}
}
simulation.SetSimulationParameters(parameters);
return(ObjectiveFunction(simulation));
}
static void ManualCalibration(ConnectionNetwork diseaseNetwork, DiseaseSimulation simulation)
{
var numSimulations = 1;
var tPop = diseaseNetwork.numberOfPeople;
string input = "R";
while (input != "S")
{
if (input == "N")
{
Console.WriteLine("Input new parametes separated by spaces: distContProb, K, infProb, hwProb, wwProb");
var newParams = Console.ReadLine();
var tokens = newParams.Split(' ');
var parameters = Array.ConvertAll(tokens, double.Parse).ToList();
simulation.SetSimulationParameters(parameters);
}
if (input == "C")
{
Console.WriteLine("Input new number of simulations: ");
var n = Console.ReadLine();
numSimulations = Convert.ToInt32(n);
}
var results = new double[numSimulations];
for (int i = 0; i < numSimulations; i++)
{
Console.WriteLine("Running simulation: " + (i + 1));
results[i] = ParameterFitting.ObjectiveFunction(simulation);
}
Console.WriteLine("Objective values: " + results.Average());
Console.WriteLine("Run another simulation (R), input new parameters (N), change number of simulations (C) or stop (S)");
input = Console.ReadLine();
}
}