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source: branches/2817-BinPackingSpeedup/HeuristicLab.Problems.BinPacking/3.3/3D/Packer/BinPackerMinRSLeft.cs @ 15801

Last change on this file since 15801 was 15801, checked in by rhanghof, 7 years ago

#2817:

  • Little changes on the packer
File size: 16.8 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2018 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4 *
5 * This file is part of HeuristicLab.
6 *
7 * HeuristicLab is free software: you can redistribute it and/or modify
8 * it under the terms of the GNU General Public License as published by
9 * the Free Software Foundation, either version 3 of the License, or
10 * (at your option) any later version.
11 *
12 * HeuristicLab is distributed in the hope that it will be useful,
13 * but WITHOUT ANY WARRANTY; without even the implied warranty of
14 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
15 * GNU General Public License for more details.
16 *
17 * You should have received a copy of the GNU General Public License
18 * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
19 */
20#endregion
21
22using System;
23using System.Collections.Generic;
24using System.Linq;
25using System.Text;
26using System.Threading.Tasks;
27using HeuristicLab.Common;
28using HeuristicLab.Encodings.PermutationEncoding;
29using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
30using HeuristicLab.Problems.BinPacking3D.ExtremePointCreation;
31using HeuristicLab.Problems.BinPacking3D.ExtremePointPruning;
32
33namespace HeuristicLab.Problems.BinPacking3D.Packer {
34  internal class BinPackerMinRSLeft : BinPacker {
35    #region Constructors for HEAL
36    [StorableConstructor]
37    protected BinPackerMinRSLeft(bool deserializing) : base(deserializing) { }
38
39    public BinPackerMinRSLeft(BinPackerMinRSLeft original, Cloner cloner) : base(original, cloner) {
40    }
41
42    public override IDeepCloneable Clone(Cloner cloner) {
43      return new BinPackerMinRSLeft(this, cloner);
44    }
45    #endregion
46
47
48
49    public BinPackerMinRSLeft() : base() { }
50
51    /// <summary>
52    /// This proportion of the residual space left to the item height is used for deciding if a not stackable item should be placed.
53    /// </summary>
54    private const double NOT_STACKABLE_RS_LEFT_TO_ITEM_HEIGHT_PROPORTION = 1.1;
55
56    public override IList<BinPacking3D> PackItems(Permutation sortedItems, PackingShape binShape, IList<PackingItem> items, ExtremePointCreationMethod epCreationMethod, ExtremePointPruningMethod epPruningMethod, bool useStackingConstraints) {
57      var workingItems = CloneItems(items);
58      IList<BinPacking3D> packingList = new List<BinPacking3D>();
59      IList<int> remainingIds = new List<int>(sortedItems);
60
61      try {
62        while (remainingIds.Count > 0) {
63          BinPacking3D packingBin = new BinPacking3D(binShape);
64          PackRemainingItems(ref remainingIds, ref packingBin, workingItems, epCreationMethod, useStackingConstraints);
65          packingList.Add(packingBin);
66        }
67      } catch (BinPacking3DException e) {
68      }
69
70      ExtremePointPruningFactory.CreatePruning().PruneExtremePoints(epPruningMethod, packingList);
71
72      return packingList;
73    }
74
75
76    public override void PackItemsToPackingList(IList<BinPacking3D> packingList, Permutation sortedItems, PackingShape binShape, IList<PackingItem> items, ExtremePointCreationMethod epCreationMethod, ExtremePointPruningMethod epPruningMethod, bool useStackingConstraints) {
77      var workingItems = CloneItems(items);
78      IList<int> remainingIds = new List<int>(sortedItems);
79
80      try {
81        if (packingList.Count > 0) {
82          BinPacking3D packingBin = packingList.Last();
83          PackRemainingItems(ref remainingIds, ref packingBin, workingItems, epCreationMethod, useStackingConstraints);
84        }
85
86        while (remainingIds.Count > 0) {
87          BinPacking3D packingBin = new BinPacking3D(binShape);
88          PackRemainingItems(ref remainingIds, ref packingBin, workingItems, epCreationMethod, useStackingConstraints);
89          packingList.Add(packingBin);
90        }
91      } catch (BinPacking3DException e) {
92      }
93
94      ExtremePointPruningFactory.CreatePruning().PruneExtremePoints(epPruningMethod, packingList);
95    }
96
97   
98
99    /// <summary>
100    /// Tries to pack the remainig items into a given BinPacking3D object. Each item could be packed into the BinPacking3D object will be removed from the list of remaining ids
101    /// </summary>
102    /// <param name="remainingIds">List of remaining ids. After the method has been executed the list has to have less items</param>
103    /// <param name="packingBin">This object will be filled with some of the given items</param>
104    /// <param name="items">List of packing items. Some of the items will be assigned to the BinPacking3D object</param>
105    /// <param name="epCreationMethod"></param>
106    /// <param name="useStackingConstraints"></param>
107    protected virtual void PackRemainingItems(ref IList<int> remainingIds, ref BinPacking3D packingBin, IList<PackingItem> items, ExtremePointCreationMethod epCreationMethod, bool useStackingConstraints) {
108      IExtremePointCreator extremePointCreator = ExtremePointCreatorFactory.CreateExtremePointCreator(epCreationMethod, useStackingConstraints);
109
110      var remainingNotWeightSupportedItems = new List<int>();
111      foreach (var itemId in new List<int>(remainingIds)) {
112        var item = items[itemId];       
113
114        // If an item doesn't support any weight it should have a minimum waste of the residual space.
115        // As long as there are weight supporting items left, put the non supporting items into a collection
116        // and try to find positions where they don't waste too much space.
117        // If there are no weight supporting items left the non supporting ones have to be treated as a supporting one.
118        if (item.SupportedWeight <= 0 && useStackingConstraints && remainingIds.Any(x => items[x].SupportedWeight > 0)) {
119          remainingNotWeightSupportedItems.Add(itemId);
120        } else if (!item.IsStackabel) {
121          PackingPosition position = FindPackingPositionForNotStackableItem(packingBin, item, useStackingConstraints);
122          // if a valid packing position could be found, the current item can be added to the given bin
123          if (position != null) {
124            PackItem(packingBin, itemId, item, position, extremePointCreator, useStackingConstraints);
125            remainingIds.Remove(itemId);
126          }
127        } else  {
128          PackingPosition position = FindPackingPositionForItem(packingBin, item, useStackingConstraints);
129          // if a valid packing position could be found, the current item can be added to the given bin
130          if (position != null) {
131            PackItem(packingBin, itemId, item, position, extremePointCreator, useStackingConstraints);
132            remainingIds.Remove(itemId);
133          }
134        }
135
136        // try to find a valid position for a non weight supporting item
137        var weightSupportedLeft = remainingIds.Any(x => items[x].SupportedWeight > 0);
138        foreach (var saId in new List<int>(remainingNotWeightSupportedItems)) {
139          item = items[saId];
140          PackingPosition position = null;
141          if (weightSupportedLeft) {
142            position = FindPackingPositionForWeightUnsupportedItem(packingBin, item, useStackingConstraints);
143          } else {
144            position = FindPackingPositionForItem(packingBin, item, useStackingConstraints);
145          }
146
147          if (position != null) {
148            PackItem(packingBin, saId, item, position, extremePointCreator, useStackingConstraints);
149            remainingIds.Remove(saId);
150            remainingNotWeightSupportedItems.Remove(saId);
151          }
152        }
153      }
154    }
155
156    /// <summary>
157    /// Finds a valid packing position for a not stackable item.
158    /// Not stackable means that an item can't be placed on another one and no other item can be placed on it.
159    /// The item will be rotated and tilted so it needs the minimum area.
160    /// </summary>
161    /// <param name="packingBin"></param>
162    /// <param name="packingItem"></param>
163    /// <param name="useStackingConstraints"></param>
164    /// <returns></returns>
165    private PackingPosition FindPackingPositionForNotStackableItem(BinPacking3D packingBin, PackingItem packingItem, bool useStackingConstraints) {
166      if (!useStackingConstraints) {
167        return FindPackingPositionForItem(packingBin, packingItem, useStackingConstraints);
168      }
169      var areas = new List<Tuple<double, bool, bool>>();
170      areas.Add(CalculateArea(packingItem, false, false));
171      if (packingItem.TiltEnabled) {
172        areas.Add(CalculateArea(packingItem, false, true));
173      }
174      if (packingItem.RotateEnabled) {
175        areas.Add(CalculateArea(packingItem, true, false));
176      }
177      if (packingItem.RotateEnabled && packingItem.TiltEnabled) {
178        areas.Add(CalculateArea(packingItem, true, true));
179      }
180
181      areas.Sort((x1, x2) => (int)(x1.Item1 - x2.Item1));
182      var orientation = areas.FirstOrDefault();
183      if (orientation == null) {
184        return null;
185      }
186
187
188      PackingItem newItem = new PackingItem(packingItem) {
189        Rotated = orientation.Item2,
190        Tilted = orientation.Item3
191      };
192
193      var rsds = new SortedSet<ResidualSpaceDifference>();
194      foreach (var ep in packingBin.ExtremePoints.Where(x => x.Key.Y == 0)) {
195        var position = ep.Key;
196        foreach (var rs in ep.Value) {
197          var rsd = ResidualSpaceDifference.Create(position, newItem, rs);
198          if (rsd != null) {
199            rsds.Add(rsd);
200          }
201        }
202      }
203      var d =  rsds.Where(x => packingBin.IsPositionFeasible(x.Item, x.Position, useStackingConstraints)).FirstOrDefault();
204
205      if (d == null) {
206        return null;
207      }
208
209      packingItem.Rotated = orientation.Item2;
210      packingItem.Tilted = orientation.Item3;
211      return d.Position;
212    }
213
214    Tuple<double, bool, bool> CalculateArea(PackingItem packingItem, bool rotated, bool tilted) {
215      var item = new PackingItem(packingItem) {
216        Rotated = rotated,
217        Tilted = tilted
218      };
219      return Tuple.Create<double, bool, bool>(item.Width * item.Depth, rotated, tilted);
220    }
221
222    /// <summary>
223    /// Tries to find a valid position for a non stackable item.
224    /// Positions will only be valid if the height difference of its residual space is smaller then the hight of the item.
225    /// </summary>
226    /// <param name="packingBin"></param>
227    /// <param name="packingItem"></param>
228    /// <param name="useStackingConstraints"></param>
229    /// <returns></returns>
230    private PackingPosition FindPackingPositionForWeightUnsupportedItem(BinPacking3D packingBin, PackingItem packingItem, bool useStackingConstraints) {
231      if (!CheckItemDimensions(packingBin, packingItem)) {
232        throw new BinPacking3DException($"The dimensions of the given item exceeds the bin dimensions. " +
233          $"Bin: ({packingBin.BinShape.Width} {packingBin.BinShape.Depth} {packingBin.BinShape.Height})" +
234          $"Item: ({packingItem.Width} {packingItem.Depth} {packingItem.Height})");
235      }
236      var rsds = CalculateResidalSpaceDifferences(packingBin, packingItem, useStackingConstraints).ToList();
237      var rsd = rsds.Where(x => x != null && (x.Y / (double)x.Item.Height) < NOT_STACKABLE_RS_LEFT_TO_ITEM_HEIGHT_PROPORTION).OrderByDescending(x => x.Y % x.Item.Height).FirstOrDefault();
238
239      if (rsd == null) {
240        return null;
241      }
242
243      packingItem.Rotated = rsd.Item.Rotated;
244      packingItem.Tilted = rsd.Item.Tilted;
245      return rsd.Position;
246    }
247
248    protected override PackingPosition FindPackingPositionForItem(BinPacking3D packingBin, PackingItem packingItem, bool useStackingConstraints) {
249      if (!CheckItemDimensions(packingBin, packingItem)) {
250        throw new BinPacking3DException($"The dimensions of the given item exceeds the bin dimensions. " +
251          $"Bin: ({packingBin.BinShape.Width} {packingBin.BinShape.Depth} {packingBin.BinShape.Height})" +
252          $"Item: ({packingItem.Width} {packingItem.Depth} {packingItem.Height})");
253      }
254
255      var rsd = CalculateResidalSpaceDifferences(packingBin, packingItem, useStackingConstraints).Where(x => x != null).FirstOrDefault();
256
257      if (rsd == null) {
258        return null;
259      }
260
261      packingItem.Rotated = rsd.Item.Rotated;
262      packingItem.Tilted = rsd.Item.Tilted;
263      return rsd.Position;
264    }
265
266    /// <summary>
267    ///
268    /// </summary>
269    /// <param name="packingBin"></param>
270    /// <param name="packingItem"></param>
271    /// <param name="useStackingConstraints"></param>
272    /// <returns></returns>
273    private SortedSet<ResidualSpaceDifference> CalculateResidalSpaceDifferences(BinPacking3D packingBin, PackingItem packingItem, bool useStackingConstraints) {
274      var rsds = new SortedSet<ResidualSpaceDifference>();
275
276      rsds.Add(FindResidualSpaceDifferenceForItem(packingBin, packingItem, useStackingConstraints, rotated: false, tilted: false));
277
278      if (packingItem.TiltEnabled) {
279        rsds.Add(FindResidualSpaceDifferenceForItem(packingBin, packingItem, useStackingConstraints, rotated: false, tilted: true));
280      }
281      if (packingItem.RotateEnabled) {
282        rsds.Add(FindResidualSpaceDifferenceForItem(packingBin, packingItem, useStackingConstraints, rotated: true, tilted: false));
283      }
284      if (packingItem.RotateEnabled && packingItem.TiltEnabled) {
285        rsds.Add(FindResidualSpaceDifferenceForItem(packingBin, packingItem, useStackingConstraints, rotated: true, tilted: true));
286      }
287      return rsds;
288    }
289
290    /// <summary>
291    ///
292    /// </summary>
293    /// <param name="packingBin"></param>
294    /// <param name="packingItem"></param>
295    /// <param name="useStackingConstraints"></param>
296    /// <param name="rotated"></param>
297    /// <param name="tilted"></param>
298    /// <returns></returns>
299    protected ResidualSpaceDifference FindResidualSpaceDifferenceForItem(BinPacking3D packingBin, PackingItem packingItem, bool useStackingConstraints, bool rotated, bool tilted) {
300      PackingItem newItem = new PackingItem(packingItem) {
301        Rotated = rotated,
302        Tilted = tilted
303      };
304
305      var rsds = new SortedSet<ResidualSpaceDifference>();
306      foreach (var ep in packingBin.ExtremePoints) {
307        var position = ep.Key;
308        foreach (var rs in ep.Value) {
309          var rsd = ResidualSpaceDifference.Create(position, newItem, rs);
310          if (rsd != null) {
311            rsds.Add(rsd);
312          }
313        }
314      }
315      return rsds.Where(rsd => packingBin.IsPositionFeasible(rsd.Item, rsd.Position, useStackingConstraints)).FirstOrDefault();
316    }
317
318    protected override bool CheckItemDimensions(BinPacking3D packingBin, PackingItem item) {
319      bool ok = false;
320      int width = item.OriginalWidth;
321      int height = item.OriginalHeight;
322      int depth = item.OriginalDepth;
323
324      ok |= CheckItemDimensions(packingBin, width, height, depth);
325
326      if (item.RotateEnabled && item.TiltEnabled) {
327        ok |= CheckItemDimensions(packingBin, depth, height, width);//rotated
328        ok |= CheckItemDimensions(packingBin, height, width, depth);//tilted
329        ok |= CheckItemDimensions(packingBin, depth, width, height);//rotated & tilted
330      } else if (item.RotateEnabled) {
331        ok |= CheckItemDimensions(packingBin, depth, height, width);
332      } else if (item.TiltEnabled) {
333        ok |= CheckItemDimensions(packingBin, height, width, depth);
334      }
335
336      return ok;
337    }
338
339    private bool CheckItemDimensions(BinPacking3D packingBin, int width, int height, int depth) {
340      return base.CheckItemDimensions(packingBin, new PackingItem() {
341        OriginalWidth = width,
342        OriginalHeight = height,
343        OriginalDepth = depth
344      });
345    }
346
347
348    protected class ResidualSpaceDifference : IComparable {
349      public static ResidualSpaceDifference Create(PackingPosition position, PackingItem item, ResidualSpace rs) {
350        var x = rs.Width - item.Width;
351        var y = rs.Height - item.Height;
352        var z = rs.Depth - item.Depth;
353        // the item can't be places in the residual space
354        if (rs.IsZero() || x < 0 || y < 0 || z < 0) {
355          return null;
356        }
357
358        return new ResidualSpaceDifference() {
359          Position = position,
360          Item = item,
361          X = x,
362          Y = y,
363          Z = z
364        };
365      }
366
367      public ResidualSpaceDifference() { }
368
369      public PackingItem Item { get; set; }
370
371      public PackingPosition Position { get; set; }
372      public int X { get; set; }
373      public int Y { get; set; }
374      public int Z { get; set; }
375
376
377      public int CompareTo(object obj) {
378        if (!(obj is ResidualSpaceDifference)) {
379          return 0;
380        }
381        var rsd = obj as ResidualSpaceDifference;
382
383        var x = this.X - rsd.X;
384        var y = this.Y - rsd.Y;
385        var z = this.Z - rsd.Z;
386
387        if (x != 0) {
388          return x;
389        } else if (y != 0) {
390          return y;
391        } else if (z != 0) {
392          return z;
393        }
394
395        return 0;
396      }
397    }
398
399  }
400}
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