// At current GW do LHC private bool PlanPathAtCurrentGW(RtwMatrix mGW, int index) { #region Deal with LHCGWCONV and LHCGWCONV_E algorithms // Console.WriteLine("Doing PlanPathAtCurrentGW once!"); if (curRequest.AlgToUse == AlgType.LHCGWCONV || curRequest.AlgToUse == AlgType.LHCGWCONV_E) { // If LHCGWCONV, search multiple convolution kernal sizes int dim = Math.Max(mDist.Rows, mDist.Columns); for (int j = 5; j < dim; j += (int)(dim / ConvCount)) { // Console.Write("j=" + j + "\n"); AlgLHCGWCONV myAlg = null; if (curRequest.UseParallelProcessing) { PathPlanningRequest curRequestCopy = curRequest.DeepClone(); RtwMatrix mGWCopy = mGW.Clone(); RtwMatrix mDiffCopy = mDiff.Clone(); myAlg = new AlgLHCGWCONV(curRequestCopy, mGWCopy, mDiffCopy, Efficiency_UB, j); myAlg.SetBeforeStart(BeforeStart); // Debug code myAlg.conv = j; myAlg.index = index; lstThreads.Add(myAlg); } else { myAlg = new AlgLHCGWCONV(curRequest, mGW, mDiff, Efficiency_UB, j); myAlg.SetBeforeStart(BeforeStart); myAlg.PlanPath(); // Remember if true CDF is better RememberBestPath(myAlg); // Cleaning up myAlg = null; // If we already have the best path, then no need to continue if (Math.Abs(Efficiency_UB - CDF) < 0.001) { return true; } } } //// Print one GW per line (3 conv each line) //curRequest.SetLog("\n"); } #endregion #region Deal with LHCGWPF and LHCGWPF_E algorithms if (curRequest.AlgToUse == AlgType.LHCGWPF || curRequest.AlgToUse == AlgType.LHCGWPF_E) { // If LHCGWPF, search three convolution kernal sizes int dim = Math.Max(mDist.Rows, mDist.Columns); int Sigma = 0; for (int j = 0; j < PFCount; j++) { //Console.Write("j=" + j + "\n"); Sigma += Convert.ToInt16(dim / 3); AlgLHCGWCONV myAlg = null; if (curRequest.UseParallelProcessing) { PathPlanningRequest curRequestCopy = curRequest.DeepClone(); RtwMatrix mGWCopy = mGW.Clone(); RtwMatrix mDiffCopy = mDiff.Clone(); myAlg = new AlgLHCGWCONV(curRequestCopy, mGWCopy, mDiffCopy, Efficiency_UB, Sigma); myAlg.SetBeforeStart(BeforeStart); // Debug code myAlg.conv = j; myAlg.index = index; lstThreads.Add(myAlg); } else { myAlg = new AlgLHCGWCONV(curRequest, mGW, mDiff, Efficiency_UB, Sigma); myAlg.SetBeforeStart(BeforeStart); myAlg.PlanPath(); // Remember if true CDF is better RememberBestPath(myAlg); // Cleaning up myAlg = null; // If we already have the best path, then no need to continue if (Math.Abs(Efficiency_UB - CDF) < 0.001) { return true; } } } // Print one GW per line (3 conv each line) //curRequest.SetLog("\n"); } #endregion #region Deal with CONV and CONV_E algorithms if (curRequest.AlgToUse == AlgType.CONV || curRequest.AlgToUse == AlgType.CONV_E) { // If CONV, search multiple convolution kernal sizes int dim = Math.Max(mDist.Rows, mDist.Columns); for (int j = 3; j < dim; j += (int)(dim / ConvCount)) { //Console.Write("j=" + j + "\n"); AlgCONV myAlg = null; if (curRequest.UseParallelProcessing) { PathPlanningRequest curRequestCopy = curRequest.DeepClone(); RtwMatrix mGWCopy = mGW.Clone(); RtwMatrix mDiffCopy = mDiff.Clone(); myAlg = new AlgCONV(curRequestCopy, mGWCopy, mDiffCopy, Efficiency_UB, j); myAlg.SetBeforeStart(BeforeStart); // Debug code myAlg.conv = j; myAlg.index = index; lstThreads.Add(myAlg); } else { myAlg = new AlgCONV(curRequest, mGW, mDiff, Efficiency_UB, j); myAlg.SetBeforeStart(BeforeStart); myAlg.PlanPath(); // Remember if true CDF is better RememberBestPath(myAlg); // Cleaning up myAlg = null; // If we already have the best path, then no need to continue if (Math.Abs(Efficiency_UB - CDF) < 0.001) { return true; } } } //// Print one GW per line (3 conv each line) //curRequest.SetLog("\n"); } #endregion //// Debug code: //arrResponses = new PathPlanningResponse[lstThreads.Count]; //for (int i = 0; i < lstThreads.Count; i++) //{ // int cur_i = i; // StoreResults(cur_i); //} //// Now that all threads/tasks are done, find the best one //FindBestPath(); return false; }
// Algorithm specific implementation of the path planning protected override void DoPathPlanning() { bool blnClean = false; // Is there still probability left? int CurT = 0; // Time used for current run (lawnmowing pattern) int RealT = 0; // How much time left after current run int PatternStepCount = 0; // Used to remember last flight pattern inside box Point CurStart = new Point(curRequest.pStart.column, curRequest.pStart.row); // Start point in each run Point End = new Point(curRequest.pEnd.column, curRequest.pEnd.row); // End point for entire request List<Point> CurPathSegment = new List<Point>(); // Path planned for current run CurPathSegment.Add(CurStart); // Only do this once. Don't add Start again in future runs. int dist; Point CurPoint = new Point(CurStart.X, CurStart.Y); // Plan to do complete coverage multiple times if partial detection is used // Before distribution map is wiped clean while (!blnClean && RealT < curRequest.T) { // If no more time left, go straight to end point dist = MISCLib.ManhattanDistance(CurStart.X, CurStart.Y, End.X, End.Y); if (dist + 2 >= curRequest.T - RealT) { goto BreakoutCC; } // First find bounding box that contains all the non-zero probability nodes bool EvenColumns = false; int Top, Bottom, Left, Right; Top = -1; Bottom = -1; Left = -1; Right = -1; RtwMatrix boundingbox = GetBox(ref EvenColumns, ref Top, ref Bottom, ref Left, ref Right); // If nothing left on map, exit while loop if (Top == -1 && Bottom == -1 && Left == -1 && Right == -1) { blnClean = true; break; } #region Move inside the box if not in // Reset pattern step count PatternStepCount = 0; // Move inside Point Start = CurStart; CurPoint = new Point(Start.X, Start.Y); if (boundingbox[Start.Y, Start.X] == 0) { // Outside of the box, so plan shortest path to bounding box Point Parent; if (Path.Count == 0) { Parent = Start; } else if (Path.Count == 1) { Parent = Path[Path.Count - 1]; } else { Parent = Path[Path.Count - 2]; } if (Start.X < Left) { // Should go right // Make sure it's a valid flight pattern for given UAV Point Child = new Point(CurPoint.X + 1, CurPoint.Y); if (!ValidMove(Parent, CurPoint, Child, End, curRequest.T - RealT)) { if (CurPoint.Y < Top || CurPoint.Y == 0) { CurPoint.Y++; } else if (CurPoint.Y > Bottom || CurPoint.Y == mDist.Rows - 1) { CurPoint.Y--; } else { // Just go down (choices are up or down) CurPoint.Y++; } AddNodeToPath(CurPathSegment, ref CurT, ref RealT, ref CurPoint); // If no more time left, go straight to end point dist = MISCLib.ManhattanDistance(CurPoint.X, CurPoint.Y, End.X, End.Y); if (dist + 2 >= curRequest.T - RealT) { goto BreakoutCC; } } // Move right horizentally while (CurPoint.X < Left) { CurPoint.X++; AddNodeToPath(CurPathSegment, ref CurT, ref RealT, ref CurPoint); // If no more time left, go straight to end point dist = MISCLib.ManhattanDistance(CurPoint.X, CurPoint.Y, End.X, End.Y); if (dist + 2 >= curRequest.T - RealT) { goto BreakoutCC; } } } else if (Start.X > Right) { // Should go left // Make sure it's a valid flight pattern for given UAV Point Child = new Point(CurPoint.X - 1, CurPoint.Y); if (!ValidMove(Parent, CurPoint, Child, End, curRequest.T - RealT)) { if (CurPoint.Y < Top || CurPoint.Y == 0) { CurPoint.Y++; } else if (CurPoint.Y > Bottom || CurPoint.Y == mDist.Rows - 1) { CurPoint.Y--; } else { // Just go down (choices are up or down) CurPoint.Y++; } AddNodeToPath(CurPathSegment, ref CurT, ref RealT, ref CurPoint); // If no more time left, go straight to end point dist = MISCLib.ManhattanDistance(CurPoint.X, CurPoint.Y, End.X, End.Y); if (dist + 2 >= curRequest.T - RealT) { goto BreakoutCC; } } // Move left horizentally while (CurPoint.X > Right) { CurPoint.X--; AddNodeToPath(CurPathSegment, ref CurT, ref RealT, ref CurPoint); // If no more time left, go straight to end point dist = MISCLib.ManhattanDistance(CurPoint.X, CurPoint.Y, End.X, End.Y); if (dist + 2 >= curRequest.T - RealT) { goto BreakoutCC; } } } else { // No need to move horizentally } if (CurPoint.Y < Top) { // Should go down // Make sure it's a valid flight pattern for given UAV Point Child = new Point(CurPoint.X, CurPoint.Y + 1); if (!ValidMove(Parent, CurPoint, Child, End, curRequest.T - RealT)) { if (CurPoint.X < Left || CurPoint.X == 0) { CurPoint.X++; } else if (CurPoint.X > Right || CurPoint.X == mDist.Columns - 1) { CurPoint.X--; } else { // Just go right (choices are left or right) CurPoint.X++; } AddNodeToPath(CurPathSegment, ref CurT, ref RealT, ref CurPoint); // If no more time left, go straight to end point dist = MISCLib.ManhattanDistance(CurPoint.X, CurPoint.Y, End.X, End.Y); if (dist + 2 >= curRequest.T - RealT) { goto BreakoutCC; } } // Move down vertically while (CurPoint.Y < Top) { CurPoint.Y++; AddNodeToPath(CurPathSegment, ref CurT, ref RealT, ref CurPoint); // If no more time left, go straight to end point dist = MISCLib.ManhattanDistance(CurPoint.X, CurPoint.Y, End.X, End.Y); if (dist + 2 >= curRequest.T - RealT) { goto BreakoutCC; } } } else if (CurPoint.Y > Bottom) { // Should go up // Make sure it's a valid flight pattern for given UAV Point Child = new Point(CurPoint.X, CurPoint.Y - 1); if (!ValidMove(Parent, CurPoint, Child, End, curRequest.T - RealT)) { if (CurPoint.X < Left || CurPoint.X == 0) { CurPoint.X++; } else if (CurPoint.X > Right || CurPoint.X == mDist.Columns - 1) { CurPoint.X--; } else { // Just go right (choices are left or right) CurPoint.X++; } AddNodeToPath(CurPathSegment, ref CurT, ref RealT, ref CurPoint); // If no more time left, go straight to end point dist = MISCLib.ManhattanDistance(CurPoint.X, CurPoint.Y, End.X, End.Y); if (dist + 2 >= curRequest.T - RealT) { goto BreakoutCC; } } // Move up vertically while (CurPoint.Y > Bottom) { CurPoint.Y--; AddNodeToPath(CurPathSegment, ref CurT, ref RealT, ref CurPoint); // If no more time left, go straight to end point dist = MISCLib.ManhattanDistance(CurPoint.X, CurPoint.Y, End.X, End.Y); if (dist + 2 >= curRequest.T - RealT) { goto BreakoutCC; } } } else { // No need to move vertically } } else { // Inside the box. Let's add Current Node first // Point already in path segment } #endregion #region Complete Coverage // Remember starting position inside bounding box Point boxstart = new Point(CurPoint.X, CurPoint.Y); // boxstart node counts as part of the pattern, increase counter PatternStepCount++; // tempt is current timestep, used to identify first step in while loop bool AtBoxStart = true; // Once inside bounding box fly the pattern until mxn-1 steps (complete coverage) if (EvenColumns) { // Depending on the current position, decide which direction to go // Do the following as long as there's still time or if I return back to boxstart while (((CurPoint.X != boxstart.X || CurPoint.Y != boxstart.Y) && RealT <= curRequest.T) || AtBoxStart) { // Don't add boxstart, but add future nodes if (!AtBoxStart) { // Add node to path AddNodeToPath(CurPathSegment, ref CurT, ref RealT, ref CurPoint); // Increase time counter PatternStepCount++; // If no more time left, go straight to end point dist = MISCLib.ManhattanDistance(CurPoint.X, CurPoint.Y, End.X, End.Y); if (dist + 2 >= curRequest.T - RealT) { goto BreakoutCC; } } // Move intelligently if (CurPoint.X >= Left && CurPoint.X < Right && CurPoint.Y == Top) { // Top left corner. Go right CurPoint.X++; } else if (CurPoint.X == Right && CurPoint.Y >= Top && CurPoint.Y < Bottom) { // Top right corner. Go down CurPoint.Y++; } else if (CurPoint.Y == Bottom && (CurPoint.X - Left) % 2 == 1) { // Bottom right corners. Go left CurPoint.X--; } else if (CurPoint.Y <= Bottom && CurPoint.Y > Top + 1 && (CurPoint.X - Left) % 2 == 0) { // Bottom left corners. Go up CurPoint.Y--; } else if (CurPoint.Y == Top + 1 && CurPoint.X > Left && (CurPoint.X - Left) % 2 == 0) { // Second row right corners. Go left CurPoint.X--; } else if (CurPoint.Y >= Top + 1 && CurPoint.Y < Bottom && (CurPoint.X - Left) % 2 == 1) { // Second row left corners. Go down CurPoint.Y++; } else if (CurPoint.X == Left && CurPoint.Y == Top + 1) { // Point left of top right corner. Go Right CurPoint.Y--; } AtBoxStart = false; } } else { // Turn the pattern 90 degrees clockwise while (((CurPoint.X != boxstart.X || CurPoint.Y != boxstart.Y) && RealT < curRequest.T) || AtBoxStart) { // Don't add boxstart, but add future nodes if (!AtBoxStart) { // Add node to path AddNodeToPath(CurPathSegment, ref CurT, ref RealT, ref CurPoint); // Increase pattern step counter PatternStepCount++; // If no more time left, go straight to end point dist = MISCLib.ManhattanDistance(CurPoint.X, CurPoint.Y, End.X, End.Y); if (dist + 2 >= curRequest.T - RealT) { goto BreakoutCC; } } if (CurPoint.X == Right && CurPoint.Y >= Top && CurPoint.Y < Bottom) { // Top right corner. Go down CurPoint.Y++; } else if (CurPoint.X <= Right && CurPoint.X > Left && CurPoint.Y == Bottom) { // Bottom right corner. Go left CurPoint.X--; } else if (CurPoint.X == Left && (CurPoint.Y - Top) % 2 == 1) { // Left bottom corners. Go up CurPoint.Y--; } else if (CurPoint.X >= Left && CurPoint.X < Right - 1 && (CurPoint.Y - Top) % 2 == 0) { // Left top corners. Go right CurPoint.X++; } else if (CurPoint.X == Right - 1 && CurPoint.Y > Top && (CurPoint.Y - Top) % 2 == 0) { // Second column from right bottom corners. Go up CurPoint.Y--; } else if (CurPoint.X <= Right - 1 && CurPoint.X > Left && (CurPoint.Y - Top) % 2 == 1) { // Second column from right top corners. Go left CurPoint.X--; } else if (CurPoint.X == Right - 1 && CurPoint.Y == Top) { // Point left of top right corner. Go Right CurPoint.X++; } AtBoxStart = false; } } #endregion // Add current segment of path to total path Path.AddRange(CurPathSegment); // Clear current segment of path CurPathSegment.Clear(); // Reset timer for current run CurT = 0; // Remember new start point CurStart = new Point(Path[Path.Count - 1].X, Path[Path.Count - 1].Y); } // If all time used, we are done. if (RealT == curRequest.T) { return; } // After distribution map is wiped clean and still time left int FixedPatternStartAt = Path.Count - PatternStepCount; while (RealT < curRequest.T) { CurPoint = new Point(Path[FixedPatternStartAt].X, Path[FixedPatternStartAt].Y); Path.Add(CurPoint); RealT++; FixedPatternStartAt++; // If no more time left, go straight to end point dist = MISCLib.ManhattanDistance(CurPoint.X, CurPoint.Y, End.X, End.Y); if (dist + 2 >= curRequest.T - RealT) { goto BreakoutCC; } } return; // Just enough time to go straight to end point now BreakoutCC: // Add current segment of path to total path if (CurPathSegment.Count > 0) { Path.AddRange(CurPathSegment); // Clear current segment of path CurPathSegment.Clear(); CurPathSegment = null; } PathPlanningRequest newRequest = curRequest.Clone(); newRequest.pStart.column = CurPoint.X; newRequest.pStart.row = CurPoint.Y; newRequest.T = curRequest.T - RealT; CDF -= lastCDF; mCurDist[CurPoint.Y, CurPoint.X] += (float)lastCDF; AlgLHCGWCONV myAlg = new AlgLHCGWCONV(newRequest, mCurDist, mDiff, Efficiency_UB, 3); if (Path.Count > 1) { myAlg.SetBeforeStart(Path[Path.Count - 2]); } myAlg.PlanPath(); // Record all related paths stuff CDF += myAlg.GetCDF(); Path.AddRange(myAlg.GetPath()); myAlg = null; return; }
// Join path segments together into one path private void JoinPathSegments(List<List<Point>> MidSegments, List<Point> allCentroids) { //TODO Deal with flying backwards // First join List<Point> SegFirstPath = SegFirst.GetPath(); Point p1 = SegFirstPath[SegFirstPath.Count - 1]; Point p2 = MidSegments[0][0]; if (p1.X == p2.X && p1.Y == p2.Y) { Path.AddRange(SegFirstPath); Path.RemoveAt(Path.Count - 1); Path.AddRange(MidSegments[0]); } else { // Something is wrong! System.Windows.Forms.MessageBox.Show("Seg1 and Seg2 don't connect."); return; } // Find out path index order in MidSegments List<int> FinalRealOrder = new List<int>(); for (int i = 0; i < FinalPerm.Count; i++) { bool swap = false; if (FinalPerm2 != null) { for (int j = 0; j < FinalPerm2.Count; j++) { if (FinalPerm[i] == FinalPerm2[j]) { swap = true; break; } } } if (swap) { FinalRealOrder.Add(FinalPerm[i] * 2 + 3); FinalRealOrder.Add(FinalPerm[i] * 2 + 2); } else { FinalRealOrder.Add(FinalPerm[i] * 2 + 2); FinalRealOrder.Add(FinalPerm[i] * 2 + 3); } } // 0 1-2 3-4 5-6 ... FinalRealOrder.Insert(0, 0); //// Sanity Check: //int testDist = 0; //int d = 0; //d = MISCLib.ManhattanDistance( // MidSegments[FinalRealOrder[0]][MidSegments[FinalRealOrder[0]].Count - 1], // MidSegments[FinalRealOrder[1]][MidSegments[FinalRealOrder[1]].Count - 1]); //Console.Write(" 0-3: " + (d - 1)); //if (d > 0) //{ // testDist = testDist + d + 1 - 2; //} //d = MISCLib.ManhattanDistance( // MidSegments[FinalRealOrder[2]][MidSegments[FinalRealOrder[2]].Count - 1], // MidSegments[FinalRealOrder[3]][MidSegments[FinalRealOrder[3]].Count - 1]); //Console.Write(" 2-7: " + (d - 1)); //if (d > 0) //{ // testDist = testDist + d + 1 - 2; //} //d = MISCLib.ManhattanDistance( // MidSegments[FinalRealOrder[4]][MidSegments[FinalRealOrder[4]].Count - 1], // MidSegments[FinalRealOrder[5]][MidSegments[FinalRealOrder[5]].Count - 1]); //Console.Write(" 6-4: " + (d - 1)); //if (d > 0) //{ // testDist = testDist + d + 1 - 2; //} //d = MISCLib.ManhattanDistance( // MidSegments[FinalRealOrder[6]][MidSegments[FinalRealOrder[6]].Count - 1], // MidSegments[1][MidSegments[1].Count - 1]); //Console.Write(" 5-1: " + (d - 1)); //if (d > 0) //{ // testDist = testDist + d + 1 - 2; //} // Mid Joins for (int i = 0; i < FinalRealOrder.Count - 1; i = i + 2) { p1 = MidSegments[FinalRealOrder[i]][MidSegments[FinalRealOrder[i]].Count - 1]; p2 = MidSegments[FinalRealOrder[i + 1]][MidSegments[FinalRealOrder[i + 1]].Count - 1]; if ((p1.X == p2.X && p1.Y == p2.Y) || (p1.X == p2.X && Math.Abs(p1.Y - p2.Y) == 1) || (Math.Abs(p1.X - p2.X) == 1 && p1.Y == p2.Y)) { // The two paths are already connected. // No need to plan path to connect to points. } else { // Need to connect two segments PathPlanningRequest newRequest = curRequest.Clone(); newRequest.UseEndPoint = true; newRequest.pStart = new DistPoint(p1.Y, p1.X); newRequest.pEnd = new DistPoint(p2.Y, p2.X); newRequest.T = MISCLib.ManhattanDistance(p1, p2); newRequest.AlgToUse = AlgType.LHCGWCONV; AlgLHCGWCONV curSeg = new AlgLHCGWCONV(newRequest, mCurDist, mDiff, Efficiency_UB, 3); curSeg.PlanPath(); mCurDist = curSeg.GetmCurDist(); Path.RemoveAt(Path.Count - 1); Path.AddRange(curSeg.GetPath()); Path.RemoveAt(Path.Count - 1); curSeg = null; } List<Point> reversePath = MidSegments[FinalRealOrder[i + 1]]; reversePath.Reverse(); Path.AddRange(reversePath); Path.AddRange(MidSegments[FinalRealOrder[i + 2]]); } // Last join if (curRequest.UseEndPoint) { p1 = MidSegments[FinalRealOrder[FinalRealOrder.Count - 1]][MidSegments[FinalRealOrder[FinalRealOrder.Count - 1]].Count - 1]; p2 = MidSegments[1][MidSegments[1].Count - 1]; List<Point> reversePath = MidSegments[1]; reversePath.Reverse(); if ((p1.X == p2.X && p1.Y == p2.Y) || (p1.X == p2.X && Math.Abs(p1.Y - p2.Y) == 1) || (Math.Abs(p1.X - p2.X) == 1 && p1.Y == p2.Y)) { // Two paths are already connected // No need to reverse Path.AddRange(reversePath); } else { // Need to connect two segments PathPlanningRequest newRequest = curRequest.Clone(); newRequest.UseEndPoint = true; newRequest.pStart = new DistPoint(p1.Y, p1.X); newRequest.pEnd = new DistPoint(p2.Y, p2.X); newRequest.T = MISCLib.ManhattanDistance(p1, p2); newRequest.AlgToUse = AlgType.LHCGWCONV; AlgLHCGWCONV curSeg = new AlgLHCGWCONV(newRequest, mCurDist, mDiff, Efficiency_UB, 3); curSeg.PlanPath(); mCurDist = curSeg.GetmCurDist(); Path.RemoveAt(Path.Count - 1); Path.AddRange(curSeg.GetPath()); Path.RemoveAt(Path.Count - 1); Path.AddRange(reversePath); curSeg = null; } Path.RemoveAt(Path.Count - 1); List<Point> SegLastPath = SegLast.GetPath(); SegLastPath.Reverse(); p1 = MidSegments[1][MidSegments[1].Count - 1]; // Already reversed from previous step p2 = SegLastPath[0]; if (p1.X == p2.X && p1.Y == p2.Y) { Path.AddRange(SegLastPath); } else { // Something is wrong! System.Windows.Forms.MessageBox.Show("SegLast and the one before it don't connect."); return; } } // In case distance from start to end is odd but T is even (or vise versa) for copter if (curRequest.VehicleType == UAVType.Copter) { if (Path.Count == curRequest.T) { // Just hover at end point Path.Add(Path[Path.Count - 1]); } } //// Debug code //// Sanity Check //for (int i = 0; i < 900; i++) //{ // if (MISCLib.ManhattanDistance(Path[i], Path[i + 1]) > 1) // { // Console.Write("Path is disconnected!"); // System.Windows.Forms.MessageBox.Show("Path is disconnected!"); // } //} //if (Path.Count != 901) //{ // Console.Write("Something is wrong with path length!\n"); // ComputeMinDist(allCentroids, MidSegments); // System.Windows.Forms.MessageBox.Show("Something is wrong with path length!"); //} }
// Plan first or last path segment private void StraightToClosestCentroid(Point StartOrEnd, List<Point> allCentroids, ref Point newPoint, ref int remainingT, ref AlgLHCGWCONV SegFirstLast, ref RtwMatrix mDistAfterSegFirstSegLast) { // Find centroid closest to start int closestCentroidIndex = -1; int d = curRequest.T; for (int i = 0; i < allCentroids.Count; i++) { int dist = MISCLib.ManhattanDistance(StartOrEnd, allCentroids[i]); if (dist < d) { closestCentroidIndex = i; d = dist; } } // Time used up is d remainingT = remainingT - d - 1; // Remember the closest centroid and remove it from list. newPoint = allCentroids[closestCentroidIndex]; allCentroids.RemoveAt(closestCentroidIndex); // Plan path from start to this centroid PathPlanningRequest newRequest = curRequest.Clone(); newRequest.UseEndPoint = true; newRequest.pStart = new DistPoint(StartOrEnd.Y, StartOrEnd.X); newRequest.pEnd = new DistPoint(newPoint.Y, newPoint.X); newRequest.T = d; newRequest.AlgToUse = AlgType.LHCGWCONV; SegFirstLast = new AlgLHCGWCONV(newRequest, mDistAfterSegFirstSegLast, mDiff, Efficiency_UB, 3); SegFirstLast.PlanPath(); mDistAfterSegFirstSegLast = SegFirstLast.GetmCurDist(); }
// Method to plan path for segment 4 private void PlanPathSeg4() { PathPlanningRequest newRequest4 = curRequest.Clone(); newRequest4.UseEndPoint = true; newRequest4.pStart = new DistPoint(End.Y, End.X); newRequest4.pEnd = new DistPoint(Centroid2.Y, Centroid2.X); newRequest4.T = t4; newRequest4.AlgToUse = AlgType.LHCGWCONV; Seg4 = new AlgLHCGWCONV(newRequest4, mDistAfterSeg1Seg4, mDiff, Efficiency_UB, 3); Seg4.PlanPath(); mDistAfterSeg1Seg4 = Seg4.GetmCurDist(); }
// Method to plan path for segment 2 given t2 and t3 private void PlanPathSeg2Seg3(int index) { int dim = Math.Max(mDist.Rows, mDist.Columns); for (int j = 5; j < dim; j += (int)(dim / ProjectConstants.ConvCount)) { // Plan path from closest centroid to end with current allocated t2 PathPlanningRequest newRequest2 = curRequest.Clone(); newRequest2.UseEndPoint = true; newRequest2.pStart = new DistPoint(Centroid1.Y, Centroid1.X); newRequest2.pEnd = new DistPoint(End1.Y, End1.X); newRequest2.AlgToUse = AlgType.LHCGWCONV_E; newRequest2.T = t2; // Seg2 = new AlgGlobalWarming(newRequest2, myModes.GetModeCount(), mDistAfterSeg1Seg4, mDiff, Efficiency_UB); // Seg2.SetGWCount(1); // Seg2.SetConvCount(3); if (curRequest.UseParallelProcessing) { PathPlanningRequest newRequestCopy = newRequest2.DeepClone(); RtwMatrix mCopy = mDistAfterSeg1Seg4.Clone(); RtwMatrix mDiffCopy = mDiff.Clone(); AlgLHCGWCONV myAlg = new AlgLHCGWCONV(newRequestCopy, mCopy, mDiffCopy, Efficiency_UB, j); myAlg.conv = 3; myAlg.index = index * 2; lstThreads.Add(myAlg); } else { Seg2 = new AlgLHCGWCONV(newRequest2, mDistAfterSeg1Seg4, mDiff, Efficiency_UB, j); Seg2.PlanPath(); } // Plan path from the other centroid to end with allocated t3 PathPlanningRequest newRequest3 = curRequest.Clone(); newRequest3.UseEndPoint = true; newRequest3.pStart = new DistPoint(Centroid2.Y, Centroid2.X); newRequest3.pEnd = new DistPoint(End2.Y, End2.X); newRequest3.AlgToUse = AlgType.LHCGWCONV_E; newRequest3.T = t3; // Seg3 = new AlgGlobalWarming(newRequest3, myModes.GetModeCount(), Seg2.GetmCurDist(), mDiff, Efficiency_UB); // Seg3.SetGWCount(1); // Seg3.SetConvCount(3); if (curRequest.UseParallelProcessing) { PathPlanningRequest newRequestCopy = newRequest3.DeepClone(); RtwMatrix mCopy = mDistAfterSeg1Seg4.Clone(); RtwMatrix mDiffCopy = mDiff.Clone(); AlgLHCGWCONV myAlg = new AlgLHCGWCONV(newRequestCopy, mCopy, mDiffCopy, Efficiency_UB, j); myAlg.conv = 3; myAlg.index = index * 2 + 1; lstThreads.Add(myAlg); } else { Seg3 = new AlgLHCGWCONV(newRequest3, Seg2.GetmCurDist(), mDiff, Efficiency_UB, j); Seg3.PlanPath(); } // Cleaning up newRequest2 = null; newRequest3 = null; // Remember if true CDF is better if (!curRequest.UseParallelProcessing) { RememberBestPath(); } } }
// Method to plan path for segment 1 private void PlanPathSeg1() { PathPlanningRequest newRequest1 = curRequest.Clone(); newRequest1.UseEndPoint = true; newRequest1.pEnd = new DistPoint(Centroid1.Y, Centroid1.X); newRequest1.T = t1; newRequest1.AlgToUse = AlgType.LHCGWCONV; Seg1 = new AlgLHCGWCONV(newRequest1, mDist, mDiff, Efficiency_UB, 3); Seg1.PlanPath(); mDistAfterSeg1Seg4 = Seg1.GetmCurDist(); }