///<summary>
///Start the optimization
///</summary>
///<param name="sender"></param>
///<param name="e"></param>
private void button3_Click(object sender, EventArgs e)
{
currentOpti = (OptimizationItem)optimizationItemsBindingSource1.Current;
currentOpti.ResultBook.Clear();
MainForm.This.WorkerControl.StartOpti(OptiMode.NormalOpti, currentOpti.Name);
this.button3.Enabled = false;
this.button4.Enabled = true;
label5.Text = "Results";
}
public OptimizationProblem(OptimizationItem inOptimizationItem)
{
varietiesNonVariety = new Dictionary <string, string>();
OptimizationParameters = inOptimizationItem;
ObservationsValue = OptimizationParameters.ObservationItem;
fitnessFunctions = new FitnessFunctions(Opt_RunItem, (Opt_Mode == OptimizationMode.SingleRun), this.Opt_Parameters, this.Opt_Observations, ObservationsValue);
string mode = "";
switch (OptimizationParameters.SelectedObjFct)
{
case 0: fitnessFunctions.mode = FitnessMode.RMSE; mode = " RMSE"; break;
case 1: fitnessFunctions.mode = FitnessMode.MRE; mode = " MRE"; break;
case 2: fitnessFunctions.mode = FitnessMode.RMSRE; mode = " RMSRE"; break;
default: throw new NotImplementedException();
}
// Selection of the algorithm
switch (OptimizationParameters.SelectedAlglo)
{
case 0: algorithm = new CMAES.CMAESMain(this); break;
case 1: algorithm = new NelderMeadSimplex.NelderMeadSimplex(this); break;
default: throw new NotImplementedException();
}
// Mise en forme Book résultat
this.OptimizationParameters.ResultBook.Clear();
PageData resultPage = new PageData();
resultPage.NewLine().Add("Algorithm : ").Add(algorithm.Name()).Add("Based on observations : ");
foreach (string obs in Opt_Observations.Select(ii => ii.Name).ToList())
{
resultPage[0].Add(obs);
}
resultPage.NewLine().AddNull();
resultPage.NewLine().Add("Variety").Add("Round").Add("Generation").Add("Fitness");
foreach (OptiParameter param in Opt_Parameters)
{
resultPage[2].Add(param.Name);
}
//create the list of variety names and their non variety (sub species)
varietyNames = new List <string>();
if ((Opt_Mode == OptimizationMode.SingleRun))
{
varietyNames.Add(Opt_RunItem.Normal.VarietyItem);
varietiesNonVariety.Add(Opt_RunItem.Normal.VarietyItem, Opt_RunItem.Normal.ParameterItem);
}
else
{
foreach (var item in Opt_RunItem.MultiRuns)
{
if (!varietyNames.Contains(item.VarietyItem))
{
varietyNames.Add(item.VarietyItem);
varietiesNonVariety.Add(item.VarietyItem, item.ParameterItem);
}
}
}
//create the list of management names
managementNames = new List <string>();
if ((Opt_Mode == OptimizationMode.SingleRun))
{
managementNames.Add(Opt_RunItem.Normal.ManagementItem);
}
else
{
foreach (var item in Opt_RunItem.MultiRuns)
{
if (!managementNames.Contains(item.ManagementItem))
{
managementNames.Add(item.ManagementItem);
}
}
}
//create the list of soil names
soilNames = new List <string>();
if ((Opt_Mode == OptimizationMode.SingleRun))
{
soilNames.Add(Opt_RunItem.Normal.SoilItem);
}
else
{
foreach (var item in Opt_RunItem.MultiRuns)
{
if (!soilNames.Contains(item.SoilItem))
{
soilNames.Add(item.SoilItem);
}
}
}
//Debug
//allSubModelNames = varietyNames.Concat(managementNames).Concat(soilNames).ToList();
if (fitnessFunctions.optimizeNonVarietalParameter == true && fitnessFunctions.optimizeVarietalParameter == false)
{
allSubModelNames = varietiesNonVariety.Values.Concat(managementNames).Concat(soilNames).ToList();
}
else
{
allSubModelNames = varietyNames.Concat(managementNames).Concat(soilNames).ToList();
}
//Debug
foreach (string obs in Opt_Observations.Select(ii => ii.Name).ToList())
{
resultPage[2].Add(obs + mode);
resultPage[2].Add(obs + " Absolute Max Error");
}
this.OptimizationParameters.ResultBook.Add(resultPage);
lineNb = 0;
roundNb = 0;
}
