void NewGeneration()
{
generationBestActions.Clear();
generation++;
if (generation > setUp.endAfterGen || bestFitnessOverall >= setUp.endFitnessReq)
{
EndGeneration();
}
GetComponent <CSVWriter>().WriteConvergenceNewGen(generation); //write out generation data.
UImanager.UpdateGeneration(generation);
candidate = 0;
UImanager.UpdateCandidate(candidate);
UImanager.UpdateTests(0);
//clear old offspring
CurrentOffspring.Clear();
//generate new offspring
for (int i = 0; i < offSpringPopulation; i++)
{
Selection();
}
//preperation for new generation
CandidateList.Clear();
CandidateFitness.Clear();
currentProbabilityTransMatrix = CurrentOffspring[Random.Range(0, CurrentOffspring.Count)];
foreach (var LGM in levelGMs)
{
LGM.GetComponent <LevelGenerator>().SetNewChain(currentProbabilityTransMatrix);
LGM.GetComponent <LevelGenerator>().NewLevelCandidate();
}
}
// Use this for initialization
void Start()
{
GetComponent <CostFunction>().SetMapping(setUp.mapping);
candidateGoal = setUp.candidateReq;
offSpringPopulation = setUp.populationOffspring;
generation = 1;
candidate = 0;
UImanager.UpdateCandidate(candidate);
UImanager.UpdateGeneration(generation);
//States based on level height to deterimine transition amount;
transitions = setUp.height; // ground
transitions += setUp.height; // gaps
if (setUp.spikes == true)
{
transitions = transitions + setUp.height; // spikes
transitions = transitions + setUp.height; // spike gaps
}
stateAmounts = transitions;
transitions = (int)Mathf.Pow(transitions, setUp.historySteps + 1);
//generates empty matrix
List <int> x = new List <int>();
for (int j = 0; j < transitions; j++)
{
x.Add(100 / transitions);
}
currentProbabilityTransMatrix = new List <int[]>();
for (int i = 0; i < transitions; i++)
{
currentProbabilityTransMatrix.Add(x.ToArray());
}
levelGMs.Clear();
int y = 0;
//greaate level generation managers;
for (int i = 0; i < setUp.testersOnScreen; i++)
{
Vector2 pos = transform.position - new Vector3(0, y);
GameObject gobj = Instantiate(LevelGenerator, pos, transform.rotation);
levelGMs.Add(gobj);
y += setUp.height + 10;
}
//set up and begin parameters of level generators
RandomChain();
foreach (var LGM in levelGMs)
{
LGM.GetComponent <LevelGenerator>().MyStart(setUp.height, setUp.length, transitions, setUp.mapping, setUp.historySteps, stateAmounts);
LGM.GetComponent <LevelGenerator>().SetNewChain(currentProbabilityTransMatrix);
LGM.GetComponent <LevelGenerator>().NewLevelCandidate();
}
GetComponent <CSVWriter>().WriteConvergenceDesignCurve(GetComponent <CSVReader>().getOrderedCurveValues());
GetComponent <CSVWriter>().WriteConvergenceNewGen(generation);
GetComponent <CSVWriter>().WriteTestInfo(setUp.height, setUp.length, setUp.minimumFitnessReq);
GetComponent <CSVWriter>().WriteCandidate(currentProbabilityTransMatrix, candidate, generation);
GetComponent <ScreenCaptureHandler>().ClearFolder();
}
protected override void Shutdown()
{
try
{
lib.gameStatus = 0;
if (lib.status == 0)
{
Utility.WindowText("Asheron's Call");
}
else if (lib.Autorelog == false)
{
Utility.AddWindowText(lib.MyServer + " : " + lib.MyName + " logged off by " + lib.reason + " at " + DateTime.Now.ToString("h:mm:ss tt"));
if (lib.UseMacroLogic == true && lib.reason != "user")
{
Utility.ActivateWindow();
}
}
else if (lib.Autorelog == true && lib.longcycle == false)
{
Utility.AddWindowText(lib.MyServer + " : " + lib.MyName + " logged off by " + lib.reason + " at " + DateTime.Now.ToString("h:mm:ss tt") + ". Relogger is set to " + lib.Timer + " seconds. Counter: " + lib.relogcounter);
if (lib.UseMacroLogic == true)
{
Utility.ActivateWindow();
}
}
else if (lib.Autorelog == true && lib.longcycle == true)
{
Utility.AddWindowText(lib.MyServer + " : " + lib.MyName + " logged off by " + lib.reason + " at " + DateTime.Now.ToString("h:mm:ss tt") + ". Relogger is on Long Cycle (10 minutes).");
lib.longcycle = false;
if (lib.UseMacroLogic == true)
{
Utility.ActivateWindow();
}
}
lib.MyCore.CharacterFilter.Login -= Core_Login_Init;
if (lib.AuthInstance > 0)
{
ATH.Dispose();
}
if (lib.CommandsInstance > 0)
{
CMD.Dispose();
}
if (lib.LoggingInstance > 0)
{
LGM.Dispose();
}
if (lib.ViewControlInstance > 0)
{
VCT.Dispose();
}
if (lib.ScannerInstance > 0)
{
SCN.Dispose();
}
if (lib.DeathParseInstance > 0)
{
DTH.Dispose();
}
if (lib.SoundInstance > 0)
{
SND.Dispose();
}
if (lib.MacroInstance > 0)
{
MCL.Dispose();
}
if (lib.VersInstance > 0)
{
VSC.Dispose();
}
if (lib.HUDInstance > 0)
{
HUD.Dispose();
}
if (lib.ReportInstance > 0)
{
REP.Dispose();
}
if (SCN != null)
{
SCN = null;
}
if (SND != null)
{
SND = null;
}
if (ATH != null)
{
ATH = null;
}
if (VCT != null)
{
VCT = null;
}
if (DTH != null)
{
DTH = null;
}
if (CMD != null)
{
CMD = null;
}
if (VSC != null)
{
VSC = null;
}
if (LGM != null)
{
LGM = null;
}
if (MCL != null)
{
MCL = null;
}
if (HUD != null)
{
HUD = null;
}
if (REP != null)
{
REP = null;
}
if (ShrtTmr.Enabled == true)
{
ShrtTmr.Stop(); ShrtTmr.Dispose();
}
if (LngTmr.Enabled == true)
{
LngTmr.Stop(); LngTmr.Dispose();
}
if (LogTmr.Enabled == true)
{
LogTmr.Stop(); LogTmr.Dispose();
}
PGCore = null;
lib.PluginInstance--;
lib.Dispose();
}
catch (Exception ex) { Repo.RecordException(ex); }
}
void NewCandidate()
{
float currentBestFit = 0;
float totalCost = 0;
//find most fit level generated of the matrix from this candidate
for (int i = 0; i < candidateAllActions.Count; i++)
{
float cost = GetComponent <CostFunction>()
.CalculateCost(GetComponent <CSVReader>().getOrderedCurveValues(), candidateAllActions[i]);
totalCost += cost;
float fits = 1 - cost;
if (fits > (float)bestFitnessOverall)
{
UImanager.UpdateFitness((int)(System.Math.Round(fits, 2) * 100));
bestFitnessOverall = fits;
bestTransitionMatrix = currentProbabilityTransMatrix;
bestCandidateActions = candidateAllActions[i].ToArray();
bestTransitionPath = candidateAllPaths[i];
}
if (fits > currentBestFit)
{
currentBestFit = fits;
}
}
//updates if a new best level generation path has been found.
float totalAvg = totalCost / testersDone;
if (currentBestFit >= setUp.minimumFitnessReq)
{
GetComponent <CSVWriter>().WriteConvergence(candidateAllActions[Random.Range(0, testersDone)]);
CandidateList.Add(currentProbabilityTransMatrix);
CandidateFitness.Add((currentBestFit * currentBestFit)); //multiplcation to weed out worse candidates futher in Selection()
GetComponent <CSVWriter>().WriteFitness(currentBestFit);
GetComponent <CSVWriter>().CandidateToCSVAndClear(true);
candidate++;
UImanager.UpdateCandidate(candidate);
}
else
{
GetComponent <CSVWriter>().CandidateToCSVAndClear(false);
}
candidateAllActions.Clear();
candidateAllPaths.Clear();
testersDone = 0;
//generates/selects new transition matrix, and sets it for each level generator
if (generation == 1)
{
RandomChain();
foreach (var LGM in levelGMs)
{
LGM.GetComponent <LevelGenerator>().SetNewChain(currentProbabilityTransMatrix);
LGM.GetComponent <LevelGenerator>().NewLevelCandidate();
}
}
else
{
currentProbabilityTransMatrix = CurrentOffspring[Random.Range(0, CurrentOffspring.Count)];
foreach (var LGM in levelGMs)
{
LGM.GetComponent <LevelGenerator>().SetNewChain(currentProbabilityTransMatrix);
LGM.GetComponent <LevelGenerator>().NewLevelCandidate();
}
}
//new Generation
if (CandidateList.Count >= setUp.candidateReq)
{
NewGeneration();
}
}
public void Core_Login_Retry()
{
try
{
if (lib.PluginInstance == 1)
{
if (lib.DFTEXT != null)
{
lib.DFTEXT.Dispose(); lib.DFTEXT = null;
}
if (lib.DF2TEXT != null)
{
lib.DF2TEXT.Dispose(); lib.DF2TEXT = null;
}
if (lib.AuthInstance > 0)
{
ATH.Dispose();
}
if (lib.CommandsInstance > 0)
{
CMD.Dispose();
}
if (lib.LoggingInstance > 0)
{
LGM.Dispose();
}
if (lib.ViewControlInstance > 0)
{
VCT.Dispose();
}
if (lib.ScannerInstance > 0)
{
SCN.Dispose();
}
if (lib.DeathParseInstance > 0)
{
DTH.Dispose();
}
if (lib.SoundInstance > 0)
{
SND.Dispose();
}
if (lib.MacroInstance > 0)
{
MCL.Dispose();
}
if (lib.VersInstance > 0)
{
VSC.Dispose();
}
if (lib.HUDInstance > 0)
{
HUD.Dispose();
}
if (lib.ReportInstance > 0)
{
REP.Dispose();
}
if (SCN != null)
{
SCN = null;
}
if (SND != null)
{
SND = null;
}
if (ATH != null)
{
ATH = null;
}
if (VCT != null)
{
VCT = null;
}
if (DTH != null)
{
DTH = null;
}
if (CMD != null)
{
CMD = null;
}
if (VSC != null)
{
VSC = null;
}
if (LGM != null)
{
LGM = null;
}
if (MCL != null)
{
MCL = null;
}
if (HUD != null)
{
HUD = null;
}
if (REP != null)
{
REP = null;
}
CMD = new Commands();
CMD.InitCommands(PGCore);
Core_Login_Check();
}
}
catch (Exception ex) { Repo.RecordException(ex); }
}
