[9596] | 1 | #region License Information
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| 2 | /* HeuristicLab
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[13032] | 3 | * Copyright (C) 2002-2015 Joseph Helm and Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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[9596] | 4 | *
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| 5 | * This file is part of HeuristicLab.
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| 6 | *
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| 7 | * HeuristicLab is free software: you can redistribute it and/or modify
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| 8 | * it under the terms of the GNU General Public License as published by
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| 9 | * the Free Software Foundation, either version 3 of the License, or
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| 10 | * (at your option) any later version.
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| 11 | *
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| 12 | * HeuristicLab is distributed in the hope that it will be useful,
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| 13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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| 14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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| 15 | * GNU General Public License for more details.
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| 16 | *
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| 17 | * You should have received a copy of the GNU General Public License
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| 18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
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| 19 | */
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| 20 | #endregion
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| 21 |
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| 22 | using System.Collections.Generic;
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| 23 | using System.Linq;
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| 24 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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| 25 | using HeuristicLab.Core;
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| 26 | using HeuristicLab.Common;
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[14046] | 27 | using HeuristicLab.Encodings.PackingEncoding;
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[9596] | 28 |
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[14046] | 29 | namespace HeuristicLab.Problems.BinPacking3D {
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[9596] | 30 | [Item("BinPacking3D", "Represents a single-bin packing for a 3D bin-packing problem.")]
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| 31 | [StorableClass]
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[14049] | 32 | public class BinPacking3D : BinPacking<PackingPosition, PackingShape, PackingItem> {
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[9596] | 33 |
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[14049] | 34 | public BinPacking3D(PackingShape binMeasures)
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[9599] | 35 | : base(binMeasures) {
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[14048] | 36 | ExtremePoints = new SortedSet<PackingPosition>(new EPComparer3D());
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[9599] | 37 | ExtremePoints.Add(binMeasures.Origin);
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[9596] | 38 | }
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| 39 | [StorableConstructor]
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| 40 | protected BinPacking3D(bool deserializing) : base(deserializing) { }
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| 41 | protected BinPacking3D(BinPacking3D original, Cloner cloner)
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| 42 | : base(original, cloner) {
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[9599] | 43 | this.depthWasDoubled = original.depthWasDoubled;
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[14048] | 44 | this.ExtremePoints = new SortedSet<PackingPosition>(original.ExtremePoints, new EPComparer3D());
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[9596] | 45 | }
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| 46 | public override IDeepCloneable Clone(Cloner cloner) {
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| 47 | return new BinPacking3D(this, cloner);
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| 48 | }
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[13607] | 49 |
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[14049] | 50 | protected override void GenerateNewExtremePointsForNewItem(PackingItem newItem, PackingPosition position) {
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[9596] | 51 | int newWidth = position.Rotated ? newItem.Depth : newItem.Width;
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| 52 | int newDepth = position.Rotated ? newItem.Width : newItem.Depth;
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| 53 |
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| 54 | //Find ExtremePoints beginning from sourcepointX
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[14048] | 55 | var sourcePointX = new PackingPosition(0, position.X + newWidth, position.Y, position.Z);
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[9596] | 56 | if (sourcePointX.X < BinMeasures.Width && sourcePointX.Y < BinMeasures.Height && sourcePointX.Z < BinMeasures.Depth) {
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[13607] | 57 | //Traversing down the y-axis
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[14048] | 58 | PackingPosition current = new PackingPosition(0, sourcePointX.X, sourcePointX.Y, sourcePointX.Z);
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| 59 | while (current.Y > 0 && !IsPointOccupied(PackingPosition.MoveDown(current))) {
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| 60 | current = PackingPosition.MoveDown(current);
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[9596] | 61 | }
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[14048] | 62 | ExtremePoints.Add((PackingPosition)current.Clone());
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| 63 | while (current.X > 0 && !IsPointOccupied(PackingPosition.MoveLeft(current))) {
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| 64 | current = PackingPosition.MoveLeft(current);
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[9598] | 65 | }
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| 66 | ExtremePoints.Add(current);
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[9596] | 67 |
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[13607] | 68 | //Traversing down the z-axis
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[14048] | 69 | current = new PackingPosition(0, sourcePointX.X, sourcePointX.Y, sourcePointX.Z);
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| 70 | while (current.Z > 0 && !IsPointOccupied(PackingPosition.MoveBack(current))) {
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| 71 | current = PackingPosition.MoveBack(current);
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[9596] | 72 | }
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[14048] | 73 | ExtremePoints.Add((PackingPosition)current.Clone());
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| 74 | while (current.Y > 0 && !IsPointOccupied(PackingPosition.MoveDown(current))) {
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| 75 | current = PackingPosition.MoveDown(current);
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[9598] | 76 | }
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| 77 | ExtremePoints.Add(current);
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[9596] | 78 | }
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| 79 |
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| 80 |
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| 81 |
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| 82 |
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| 83 | //Find ExtremePoints beginning from sourcepointY
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[14048] | 84 | var sourcePointY = new PackingPosition(0, position.X, position.Y + newItem.Height, position.Z);
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[9596] | 85 | if (sourcePointY.X < BinMeasures.Width && sourcePointY.Y < BinMeasures.Height && sourcePointY.Z < BinMeasures.Depth) {
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[9598] | 86 | //Traversing down the x-axis
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[14048] | 87 | PackingPosition current = new PackingPosition(0, sourcePointY.X, sourcePointY.Y, sourcePointY.Z);
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| 88 | while (current.X > 0 && !IsPointOccupied(PackingPosition.MoveLeft(current))) {
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| 89 | current = PackingPosition.MoveLeft(current);
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[9596] | 90 | }
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[14048] | 91 | ExtremePoints.Add((PackingPosition)current.Clone());
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| 92 | while (current.Y > 0 && !IsPointOccupied(PackingPosition.MoveDown(current))) {
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| 93 | current = PackingPosition.MoveDown(current);
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[9598] | 94 | }
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| 95 | ExtremePoints.Add(current);
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[9596] | 96 |
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[9598] | 97 | //Traversing down the z-axis
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[14048] | 98 | current = new PackingPosition(0, sourcePointY.X, sourcePointY.Y, sourcePointY.Z);
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| 99 | while (current.Z > 0 && !IsPointOccupied(PackingPosition.MoveBack(current))) {
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| 100 | current = PackingPosition.MoveBack(current);
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[9596] | 101 | }
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[14048] | 102 | ExtremePoints.Add((PackingPosition)current.Clone());
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| 103 | while (current.Y > 0 && !IsPointOccupied(PackingPosition.MoveDown(current))) {
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| 104 | current = PackingPosition.MoveDown(current);
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[9598] | 105 | }
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| 106 | ExtremePoints.Add(current);
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[9596] | 107 | }
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| 108 |
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| 109 |
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| 110 |
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| 111 |
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| 112 |
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| 113 | //Find ExtremePoints beginning from sourcepointZ
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[14048] | 114 | var sourcePointZ = new PackingPosition(0, position.X, position.Y, position.Z + newDepth);
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[9596] | 115 | if (sourcePointZ.X < BinMeasures.Width && sourcePointZ.Y < BinMeasures.Height && sourcePointZ.Z < BinMeasures.Depth) {
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[9598] | 116 | //Traversing down the x-axis
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[14048] | 117 | PackingPosition current = new PackingPosition(0, sourcePointZ.X, sourcePointZ.Y, sourcePointZ.Z);
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| 118 | while (current.X > 0 && !IsPointOccupied(PackingPosition.MoveLeft(current))) {
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| 119 | current = PackingPosition.MoveLeft(current);
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[9596] | 120 | }
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[14048] | 121 | ExtremePoints.Add((PackingPosition)current.Clone());
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| 122 | while (current.Y > 0 && !IsPointOccupied(PackingPosition.MoveDown(current))) {
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| 123 | current = PackingPosition.MoveDown(current);
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[9598] | 124 | }
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| 125 | ExtremePoints.Add(current);
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[9596] | 126 |
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[9598] | 127 | //Traversing down the y-axis
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[14048] | 128 | current = new PackingPosition(0, sourcePointZ.X, sourcePointZ.Y, sourcePointZ.Z);
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| 129 | while (current.Y > 0 && !IsPointOccupied(PackingPosition.MoveDown(current))) {
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| 130 | current = PackingPosition.MoveDown(current);
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[9596] | 131 | }
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[14048] | 132 | ExtremePoints.Add((PackingPosition)current.Clone());
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| 133 | while (current.X > 0 && !IsPointOccupied(PackingPosition.MoveLeft(current))) {
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| 134 | current = PackingPosition.MoveLeft(current);
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[9598] | 135 | }
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| 136 | ExtremePoints.Add(current);
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[9596] | 137 | }
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| 138 |
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[9599] | 139 | //ExtremePoints.RemoveWhere(ep => IsPointOccupied (ep));
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| 140 |
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| 141 | //ExtremePoints = new HashSet<ThreeDimensionalPacking>(ExtremePoints.
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| 142 | // OrderBy(ep => ep.Z).
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| 143 | // ThenBy(ep => ep.X).
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| 144 | // ThenBy(ep => ep.Y)//.ThenBy(ep => ShortestPossibleSideFromPoint(ep))
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| 145 | // );
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[9596] | 146 | }
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| 147 |
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[14049] | 148 | public override PackingPosition FindExtremePointForItem(PackingItem measures, bool rotated, bool stackingConstraints) {
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[9596] | 149 |
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[14049] | 150 | PackingItem item = new PackingItem(
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[9596] | 151 | rotated ? measures.Depth : measures.Width,
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| 152 | measures.Height,
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| 153 | rotated ? measures.Width : measures.Depth,
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| 154 | measures.TargetBin);
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| 155 |
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| 156 | int epIndex = 0;
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| 157 | while (epIndex < ExtremePoints.Count && (
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[9598] | 158 | !IsPositionFeasible(item, ExtremePoints.ElementAt(epIndex))
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| 159 | || !IsSupportedByAtLeastOnePoint(item, ExtremePoints.ElementAt(epIndex))
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| 160 | || (stackingConstraints && !IsStaticStable(item, ExtremePoints.ElementAt(epIndex)))
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| 161 | || (stackingConstraints && !IsWeightSupported(item, ExtremePoints.ElementAt(epIndex)))
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[9596] | 162 | )) { epIndex++; }
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| 163 |
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| 164 | if (epIndex < ExtremePoints.Count) {
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[14038] | 165 | var origPoint = ExtremePoints.ElementAt(epIndex);
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[14048] | 166 | var result = new PackingPosition(origPoint.AssignedBin, origPoint.X, origPoint.Y, origPoint.Z, rotated);
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[9596] | 167 | return result;
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| 168 | }
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| 169 | return null;
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| 170 | }
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[9598] | 171 |
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[14049] | 172 | public override PackingPosition FindPositionBySliding(PackingItem measures, bool rotated) {
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[9596] | 173 | //Starting-position at upper right corner (=left bottom point of item-rectangle is at position item.width,item.height)
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[14048] | 174 | PackingPosition currentPosition = new PackingPosition(0,
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[9596] | 175 | BinMeasures.Width - (rotated ? measures.Depth : measures.Width),
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| 176 | BinMeasures.Height - measures.Height,
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| 177 | BinMeasures.Depth - (rotated ? measures.Width : measures.Depth), rotated);
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| 178 | //Slide the item as far as possible to the bottom
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[14048] | 179 | while (IsPositionFeasible(measures, PackingPosition.MoveDown(currentPosition))
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| 180 | || IsPositionFeasible(measures, PackingPosition.MoveLeft(currentPosition))
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| 181 | || IsPositionFeasible(measures, PackingPosition.MoveBack(currentPosition))) {
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[9596] | 182 | //Slide the item as far as possible to the left
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[14048] | 183 | while (IsPositionFeasible(measures, PackingPosition.MoveLeft(currentPosition))
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| 184 | || IsPositionFeasible(measures, PackingPosition.MoveBack(currentPosition))) {
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[9596] | 185 | //Slide the item as far as possible to the back
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[14048] | 186 | while (IsPositionFeasible(measures, PackingPosition.MoveBack(currentPosition))) {
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| 187 | currentPosition = PackingPosition.MoveBack(currentPosition);
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[9596] | 188 | }
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[14048] | 189 | if (IsPositionFeasible(measures, PackingPosition.MoveLeft(currentPosition)))
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| 190 | currentPosition = PackingPosition.MoveLeft(currentPosition);
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[9596] | 191 | }
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[14048] | 192 | if (IsPositionFeasible(measures, PackingPosition.MoveDown(currentPosition)))
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| 193 | currentPosition = PackingPosition.MoveDown(currentPosition);
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[9596] | 194 | }
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| 195 |
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| 196 | return IsPositionFeasible(measures, currentPosition) ? currentPosition : null;
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| 197 | }
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[13607] | 198 |
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[14049] | 199 | public override void SlidingBasedPacking(ref List<int> sequence, ItemList<PackingItem> itemMeasures) {
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[9596] | 200 | var temp = new List<int>(sequence);
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| 201 | for (int i = 0; i < temp.Count; i++) {
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| 202 | var item = itemMeasures[temp[i]];
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| 203 | var position = FindPositionBySliding(item, false);
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| 204 | if (position != null) {
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| 205 | PackItem(temp[i], item, position);
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| 206 | sequence.Remove(temp[i]);
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| 207 | }
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| 208 | }
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| 209 | }
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[14049] | 210 | public override void SlidingBasedPacking(ref List<int> sequence, ItemList<PackingItem> itemMeasures, Dictionary<int, bool> rotationArray) {
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[9596] | 211 | var temp = new List<int>(sequence);
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| 212 | for (int i = 0; i < temp.Count; i++) {
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| 213 | var item = itemMeasures[temp[i]];
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| 214 | var position = FindPositionBySliding(item, rotationArray[i]);
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| 215 | if (position != null) {
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| 216 | PackItem(temp[i], item, position);
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| 217 | sequence.Remove(temp[i]);
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| 218 | }
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| 219 | }
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| 220 | }
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[14049] | 221 | public override void ExtremePointBasedPacking(ref List<int> sequence, ItemList<PackingItem> itemMeasures, bool stackingConstraints) {
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[9596] | 222 | var temp = new List<int>(sequence);
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| 223 | foreach (int itemID in temp) {
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| 224 | var item = itemMeasures[itemID];
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| 225 | var positionFound = FindExtremePointForItem(item, false, stackingConstraints);
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| 226 | if (positionFound != null) {
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| 227 | PackItem(itemID, item, positionFound);
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| 228 | sequence.Remove(itemID);
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| 229 | }
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| 230 | }
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| 231 | }
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[14049] | 232 | public override void ExtremePointBasedPacking(ref List<int> sequence, ItemList<PackingItem> itemMeasures, bool stackingConstraints, Dictionary<int, bool> rotationArray) {
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[9596] | 233 | var temp = new List<int>(sequence);
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| 234 | foreach (int itemID in temp) {
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| 235 | var item = itemMeasures[itemID];
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| 236 | var positionFound = FindExtremePointForItem(item, rotationArray[itemID], stackingConstraints);
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| 237 | if (positionFound != null) {
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| 238 | PackItem(itemID, item, positionFound);
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| 239 | sequence.Remove(itemID);
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| 240 | }
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| 241 | }
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| 242 | }
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[13607] | 243 |
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[14048] | 244 | public override int ShortestPossibleSideFromPoint(PackingPosition position) {
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[9596] | 245 |
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| 246 | int shortestSide = int.MaxValue;
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| 247 | int width = BinMeasures.Width;
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| 248 | int height = BinMeasures.Height;
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| 249 | int depth = BinMeasures.Depth;
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| 250 |
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| 251 | if (position.X >= width || position.Y >= height || position.Z >= depth)
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| 252 | return shortestSide;
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| 253 |
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[14048] | 254 | PackingPosition current = new PackingPosition(0, position.X, position.Y, position.Z);
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| 255 | while (current.X < width && IsPointOccupied(current)) { current = PackingPosition.MoveRight(current); }
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[9596] | 256 | if (current.X - position.X < shortestSide)
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| 257 | shortestSide = current.X - position.X;
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| 258 |
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| 259 |
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[14048] | 260 | current = new PackingPosition(0, position.X, position.Y, position.Z);
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| 261 | while (current.Y < height && IsPointOccupied(current)) { current = PackingPosition.MoveUp(current); }
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[9596] | 262 | if (current.Y - position.Y < shortestSide)
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| 263 | shortestSide = current.Y - position.Y;
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| 264 |
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| 265 |
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[14048] | 266 | current = new PackingPosition(0, position.X, position.Y, position.Z);
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| 267 | while (current.Z < depth && IsPointOccupied(current)) { current = PackingPosition.MoveFront(current); }
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[9596] | 268 | if (current.Z - position.Z < shortestSide)
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| 269 | shortestSide = current.Z - position.Z;
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| 270 |
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| 271 | return shortestSide;
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| 272 | }
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[14049] | 273 | public override bool IsStaticStable(PackingItem item, PackingPosition position) {
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[9596] | 274 | //Static stability is given, if item is placed on the ground
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| 275 | if (position.Y == 0)
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| 276 | return true;
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| 277 |
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[14048] | 278 | if (IsPointOccupied(new PackingPosition(0, position.X, position.Y - 1, position.Z))
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| 279 | && IsPointOccupied(new PackingPosition(0, position.X + item.Width - 1, position.Y - 1, position.Z))
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| 280 | && IsPointOccupied(new PackingPosition(0, position.X, position.Y - 1, position.Z + item.Depth - 1))
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| 281 | && IsPointOccupied(new PackingPosition(0, position.X + item.Width - 1, position.Y - 1, position.Z + item.Depth - 1)))
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[9596] | 282 | return true;
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| 283 |
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| 284 |
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| 285 | //if (occupiedPoints[position.X, position.Y - 1, position.Z] != -1
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| 286 | // && occupiedPoints[position.X + item.Width - 1, position.Y - 1, position.Z] != -1
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| 287 | // && occupiedPoints[position.X, position.Y - 1, position.Z + item.Depth - 1] != -1
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| 288 | // && occupiedPoints[position.X + item.Width - 1, position.Y - 1, position.Z + item.Depth - 1] != -1)
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| 289 | // return true;
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| 290 |
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| 291 | //int groundCount = 0;
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| 292 | //for (int x = ep.X; x < ep.X + item.Width - 1; x++) {
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| 293 | // for (int z = ep.Z; z < ep.Z + item.Depth - 1; z++) {
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| 294 | // if (occupiedPoints[x,ep.Y-1, z] != -1)
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| 295 | // groundCount++;
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| 296 | // }
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| 297 | //}
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| 298 | //double stableGround = (double)(groundCount) / (double)(item.Width * item.Depth);
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| 299 | //if (stableGround > 0.75)
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| 300 | // return true;
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| 301 |
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| 302 | return false;
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| 303 | }
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[9598] | 304 |
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| 305 | [Storable]
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[14048] | 306 | private bool depthWasDoubled = false; // TODO ???
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[9598] | 307 | public void DoubleDepth() {
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| 308 | if (!depthWasDoubled) {
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| 309 | var oldDepth = BinMeasures.Depth;
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| 310 | BinMeasures.Depth = BinMeasures.Depth * 2;
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| 311 | //OccupiedPoints.ChangeBinMeasures(BinMeasures);
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| 312 | depthWasDoubled = true;
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| 313 | }
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| 314 | }
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[13607] | 315 |
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[14049] | 316 | public bool IsSupportedByAtLeastOnePoint(PackingItem item, PackingPosition position) {
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[9598] | 317 | if (position.Y == 0)
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| 318 | return true;
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| 319 |
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| 320 | int y = position.Y - 1;
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| 321 | for (int x = position.X; x < position.X + item.Width; x++)
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| 322 | for (int z = position.Z; z < position.Z + item.Depth; z++)
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[14048] | 323 | if (IsPointOccupied(new PackingPosition(0, x, y, z)))
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[9598] | 324 | return true;
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[13607] | 325 |
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[9598] | 326 | return false;
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| 327 | }
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[14049] | 328 | public bool IsWeightSupported(PackingItem item, PackingPosition ep) {
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[9598] | 329 | if (ep.Y == 0)
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| 330 | return true;
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| 331 |
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[14048] | 332 | if (ItemMeasures[PointOccupation(new PackingPosition(0, ep.X, ep.Y - 1, ep.Z))].SupportsStacking(item)
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| 333 | && ItemMeasures[PointOccupation(new PackingPosition(0, ep.X + item.Width - 1, ep.Y - 1, ep.Z))].SupportsStacking(item)
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| 334 | && ItemMeasures[PointOccupation(new PackingPosition(0, ep.X, ep.Y - 1, ep.Z + item.Depth - 1))].SupportsStacking(item)
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| 335 | && ItemMeasures[PointOccupation(new PackingPosition(0, ep.X + item.Width - 1, ep.Y - 1, ep.Z + item.Depth - 1))].SupportsStacking(item))
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[9598] | 336 | return true;
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| 337 |
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| 338 | return false;
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[13607] | 339 | }
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[9599] | 340 |
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[13607] | 341 |
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[9599] | 342 | protected override void InitializeOccupationLayers() {
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[13607] | 343 | for (int i = 0; i * 10 <= BinMeasures.Depth; i += 1) {
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[9599] | 344 | OccupationLayers[i] = new List<int>();
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| 345 | }
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[9598] | 346 | }
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[14049] | 347 | protected override void AddNewItemToOccupationLayers(int itemID, PackingItem measures, PackingPosition position) {
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[9599] | 348 | int z1 = position.Z / 10;
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| 349 | int z2 = (position.Z + (position.Rotated ? measures.Width : measures.Depth)) / 10;
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| 350 |
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| 351 | for (int i = z1; i <= z2; i++)
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| 352 | OccupationLayers[i].Add(itemID);
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| 353 | }
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[14048] | 354 | protected override List<int> GetLayerItemIDs(PackingPosition position) {
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[9599] | 355 | return OccupationLayers[position.Z / 10];
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| 356 | }
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[14049] | 357 | protected override List<int> GetLayerItemIDs(PackingItem measures, PackingPosition position) {
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[9599] | 358 | List<int> result = new List<int>();
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| 359 | int z1 = position.Z / 10;
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| 360 | int z2 = (position.Z + (position.Rotated ? measures.Width : measures.Depth)) / 10;
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| 361 |
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| 362 | for (int i = z1; i <= z2; i++)
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| 363 | result.AddRange(OccupationLayers[i]);
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| 364 |
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| 365 | return result;
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| 366 | }
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[9596] | 367 | }
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[14048] | 368 | public class EPComparer3D : IComparer<PackingPosition> {
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| 369 | public int Compare(PackingPosition a, PackingPosition b) {
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[13607] | 370 | int result = a.Z.CompareTo(b.Z);
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[9599] | 371 | if (result == 0)
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[13607] | 372 | result = a.X.CompareTo(b.X);
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[9599] | 373 | if (result == 0)
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| 374 | result = a.Y.CompareTo(b.Y);
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| 375 |
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| 376 | return result;
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| 377 | }
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| 378 | }
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[9596] | 379 | }
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