public RunWindow(SineFaultModel faultModel, Action<string> logFunction)
        {
            InitializeComponent();
            
            this.log = logFunction;
            this.faultModel = faultModel;

            this.EnableDWMDropShadow = true;
        }
        private void generationWorker_DoWork(object sender, DoWorkEventArgs e)
        {
            try
            {
                this.Exception = null;
                isRunning = false;
                fm = e.Argument as SineFaultModel;
                ExecutionInstance currentTestProject = fm.ExecutionInstance;

                string message = null;
                fm.ExecutionEngine.AcquireProcess();

                // Sets up the environment of the execution engine
                fm.ExecutionInstance = currentTestProject;
                fm.SetUpEnvironment();

                passedDuration = 0.0;
                estimatedDuration = fm.GetEstimatedDuration("RandomExploration").TotalMilliseconds;

                aTimer = new System.Timers.Timer(100);
                aTimer.Elapsed += new ElapsedEventHandler(OnTimedEvent);
                aTimer.Enabled = true;
                aTimer.AutoReset = true;

                isRunning = true;
                message = (string)fm.Run("RandomExploration");

                // Tears down the environment
                fm.TearDownEnvironment(false);

                // Relinquishes control of the execution engine
                fm.ExecutionEngine.RelinquishProcess();
                aTimer.Enabled = false;

                if (message.ToLower().Contains("success"))
                {
                    e.Result = true;
                }
                else
                {
                    e.Result = false;
                    this.Exception = new FM4CCException(message);
                }
            }
            catch(TargetInvocationException)
            {
                e.Result = false;
            }
        }
        private void singleStateWorker_DoWork(object sender, DoWorkEventArgs e)
        {
            try
            {
                this.Exception = null;
                isRunning = false;
                if (SelectedRegions == null) throw new FM4CCException("Search regions not set");

                aTimer = new System.Timers.Timer(100);
                aTimer.Elapsed += new ElapsedEventHandler(OnTimedEvent);
                aTimer.Enabled = true;
                aTimer.AutoReset = true;

                fm = e.Argument as SineFaultModel;
                ExecutionInstance currentTestProject = fm.ExecutionInstance;

                string message = null;
                fm.ExecutionEngine.AcquireProcess();

                // Sets up the environment of the execution engine
                fm.ExecutionInstance = currentTestProject;
                fm.SetUpEnvironment();

                e.Result = true;

                int i = 0;
                foreach (DataGridHeatPoint region in SelectedRegions)
                {
                    int requirementIndex = 1;

                    switch (region.Requirement)
                    {
                        case "Stability":
                            requirementIndex = 1;
                            break;
                        case "Precision":
                            requirementIndex = 2;
                            break;
                        case "Smoothness":
                            requirementIndex = 3;
                            break;
                        case "Responsiveness":
                            requirementIndex = 4;
                            break;
                        case "Steadiness":
                            requirementIndex = 5;
                            break;
                    }

                    fm.SetSearchParameters(requirementIndex, region.FrequencyRegion, region.DesiredRegion, region.ContainedHeatPoint, (string)fm.FaultModelConfiguration.GetValue("OptimizationAlgorithm"));

                    isRunning = true;

                    if (Double.IsInfinity(region.ContainedHeatPoint.Intensity))
                    {
                        i++;
                        this.ReportProgress((int)((double)i / SelectedRegions.Count * 100.0));
                        continue;
                    }
                    message = (string)fm.Run("WorstCaseSearch");

                    if (!message.ToLower().Contains("success"))
                    {
                        if (!message.ToLower().Contains("fitting error"))
                        {
                            e.Result = false;
                            this.Exception = new FM4CCException(message);
                            break;
                        }
                        else
                        {
                            string chosenRegressionFunction = fm.ExecutionEngine.GetVariable("ChosenRegressionFunction");
                            double rmse = fm.ExecutionEngine.GetVariable("BestRMSE");
                            double qualityThreshold = fm.ExecutionEngine.GetVariable("RegressionQualityThreshold");
                            string bestRegressionFunction = fm.ExecutionEngine.GetVariable("BestRegressionFunction");
                            // use the worst point found while computing the training set
                            fm.ExecutionEngine.ExecuteCommand("tmpVar = TrainingSet.Input(worstObjectiveFunctions(1,1),:)");
                            double[,] bestPoint = fm.ExecutionEngine.GetVariable("tmpVar");

                            Logger("Sine Fault Model - Accelerated worst case computation for " + region.Requirement + " failed. Unable to fit data to regressed model, falling back to doing simple Simulated Annealing. Best regression function was " + bestRegressionFunction + " (RMSE: " + rmse.ToString() + ", Threshold: " + qualityThreshold.ToString() + ").");
                            fm.SetSearchParameters(requirementIndex, region.FrequencyRegion, region.DesiredRegion, new SineHeatPoint(bestPoint[0,0], bestPoint[0,1], 0.0, 0.0, false), "SimulatedAnnealing");
                            message = (string)fm.Run("WorstCaseSearch");
                        }
                    }
                    else
                    {
                        string chosenRegressionFunction = fm.ExecutionEngine.GetVariable("ChosenRegressionFunction");
                        double rmse = fm.ExecutionEngine.GetVariable("BestRMSE");
                        double qualityThreshold = fm.ExecutionEngine.GetVariable("RegressionQualityThreshold");

                        Logger("Sine Fault Model - Accelerated worst case computation successful for " + region.Requirement + ". Regression function " + chosenRegressionFunction + " selected (RMSE: " + rmse.ToString() + ", Threshold: " + qualityThreshold.ToString() + ").");
                    }
                    i++;
                    this.ReportProgress((int)((double)i / SelectedRegions.Count * 100.0));

                    string worstPointFile = Path.GetDirectoryName(fm.ExecutionInstance.GetValue("SUTPath")) + "\\ControllerTesterResults\\SingleStateSearch\\SingleStateSearch_WorstCase.csv";
                    ProcessWorstCaseResults(region, worstPointFile, fm.ToString());
                }

                aTimer.Enabled = false;

                // Tears down the environment
                fm.TearDownEnvironment(false);

                // Relinquishes control of the execution engine
                fm.ExecutionEngine.RelinquishProcess();
            }
            catch (TargetInvocationException)
            {
                e.Result = false;
            }
        }