#region License Information
/* HeuristicLab
* Copyright (C) 2002-2018 Joseph Helm and Heuristic and Evolutionary Algorithms Laboratory (HEAL)
*
* This file is part of HeuristicLab.
*
* HeuristicLab is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* HeuristicLab is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with HeuristicLab. If not, see .
*/
#endregion
using System;
using System.Collections.Generic;
using System.Linq;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
using HeuristicLab.Core;
using HeuristicLab.Common;
using HeuristicLab.Problems.BinPacking;
namespace HeuristicLab.Problems.BinPacking3D {
[Item("BinPacking3D", "Represents a single-bin packing for a 3D bin-packing problem.")]
[StorableClass]
public class BinPacking3D : BinPacking {
[Storable]
public Dictionary> ResidualSpace { get; protected set; }
public BinPacking3D(PackingShape binShape)
: base(binShape) {
ResidualSpace = new Dictionary>();
AddExtremePoint(binShape.Origin);
InitializeOccupationLayers();
}
[StorableConstructor]
protected BinPacking3D(bool deserializing) : base(deserializing) { }
protected BinPacking3D(BinPacking3D original, Cloner cloner)
: base(original, cloner) {
this.ResidualSpace = new Dictionary>();
foreach (var o in original.ResidualSpace)
this.ResidualSpace.Add(cloner.Clone(o.Key), Tuple.Create(o.Value.Item1, o.Value.Item2, o.Value.Item3));
}
public override IDeepCloneable Clone(Cloner cloner) {
return new BinPacking3D(this, cloner);
}
[StorableHook(HookType.AfterDeserialization)]
private void AfterDeserialization() {
// BackwardsCompatibility3.3
#region Backwards compatible code, remove with 3.4
if (ResidualSpace == null)
ResidualSpace = new Dictionary>();
#endregion
}
public override void PackItem(int itemID, PackingItem item, PackingPosition position) {
// base call is deliberately omitted, because UpdateResidualSpace needs to be fitted in before
Items[itemID] = item;
Positions[itemID] = position;
ExtremePoints.Remove(position);
ResidualSpace.Remove(position);
UpdateResidualSpace(item, position);
foreach (int id in Items.Select(x => x.Key))
GenerateNewExtremePointsForNewItem(Items[id], Positions[id]);
AddNewItemToOccupationLayers(itemID, item, position);
}
protected override void GenerateNewExtremePointsForNewItem(PackingItem newItem, PackingPosition position) {
int newWidth = position.Rotated ? newItem.Depth : newItem.Width;
int newDepth = position.Rotated ? newItem.Width : newItem.Depth;
//Find ExtremePoints beginning from sourcepointX
var sourcePointX = new PackingPosition(0, position.X + newWidth, position.Y, position.Z);
if (sourcePointX.X < BinShape.Width && sourcePointX.Y < BinShape.Height && sourcePointX.Z < BinShape.Depth) {
//Traversing down the y-axis
PackingPosition current = new PackingPosition(0, sourcePointX.X, sourcePointX.Y, sourcePointX.Z);
while (current.Y > 0 && !IsPointOccupied(PackingPosition.MoveDown(current))) {
current = PackingPosition.MoveDown(current);
}
AddExtremePoint((PackingPosition)current.Clone());
while (current.X > 0 && !IsPointOccupied(PackingPosition.MoveLeft(current))) {
current = PackingPosition.MoveLeft(current);
}
AddExtremePoint(current);
//Traversing down the z-axis
current = new PackingPosition(0, sourcePointX.X, sourcePointX.Y, sourcePointX.Z);
while (current.Z > 0 && !IsPointOccupied(PackingPosition.MoveBack(current))) {
current = PackingPosition.MoveBack(current);
}
AddExtremePoint((PackingPosition)current.Clone());
while (current.Y > 0 && !IsPointOccupied(PackingPosition.MoveDown(current))) {
current = PackingPosition.MoveDown(current);
}
AddExtremePoint(current);
}
//Find ExtremePoints beginning from sourcepointY
var sourcePointY = new PackingPosition(0, position.X, position.Y + newItem.Height, position.Z);
if (sourcePointY.X < BinShape.Width && sourcePointY.Y < BinShape.Height && sourcePointY.Z < BinShape.Depth) {
//Traversing down the x-axis
PackingPosition current = new PackingPosition(0, sourcePointY.X, sourcePointY.Y, sourcePointY.Z);
while (current.X > 0 && !IsPointOccupied(PackingPosition.MoveLeft(current))) {
current = PackingPosition.MoveLeft(current);
}
AddExtremePoint((PackingPosition)current.Clone());
while (current.Y > 0 && !IsPointOccupied(PackingPosition.MoveDown(current))) {
current = PackingPosition.MoveDown(current);
}
AddExtremePoint(current);
//Traversing down the z-axis
current = new PackingPosition(0, sourcePointY.X, sourcePointY.Y, sourcePointY.Z);
while (current.Z > 0 && !IsPointOccupied(PackingPosition.MoveBack(current))) {
current = PackingPosition.MoveBack(current);
}
AddExtremePoint((PackingPosition)current.Clone());
while (current.Y > 0 && !IsPointOccupied(PackingPosition.MoveDown(current))) {
current = PackingPosition.MoveDown(current);
}
AddExtremePoint(current);
}
//Find ExtremePoints beginning from sourcepointZ
var sourcePointZ = new PackingPosition(0, position.X, position.Y, position.Z + newDepth);
if (sourcePointZ.X < BinShape.Width && sourcePointZ.Y < BinShape.Height && sourcePointZ.Z < BinShape.Depth) {
//Traversing down the x-axis
PackingPosition current = new PackingPosition(0, sourcePointZ.X, sourcePointZ.Y, sourcePointZ.Z);
while (current.X > 0 && !IsPointOccupied(PackingPosition.MoveLeft(current))) {
current = PackingPosition.MoveLeft(current);
}
AddExtremePoint((PackingPosition)current.Clone());
while (current.Y > 0 && !IsPointOccupied(PackingPosition.MoveDown(current))) {
current = PackingPosition.MoveDown(current);
}
AddExtremePoint(current);
//Traversing down the y-axis
current = new PackingPosition(0, sourcePointZ.X, sourcePointZ.Y, sourcePointZ.Z);
while (current.Y > 0 && !IsPointOccupied(PackingPosition.MoveDown(current))) {
current = PackingPosition.MoveDown(current);
}
AddExtremePoint((PackingPosition)current.Clone());
while (current.X > 0 && !IsPointOccupied(PackingPosition.MoveLeft(current))) {
current = PackingPosition.MoveLeft(current);
}
AddExtremePoint(current);
}
}
private void AddExtremePoint(PackingPosition current) {
if (ExtremePoints.Add(current)) {
var tuple = Tuple.Create(BinShape.Width - current.X, BinShape.Height - current.Y, BinShape.Depth - current.Z);
ResidualSpace.Add(current, tuple);
}
}
public override PackingPosition FindExtremePointForItem(PackingItem item, bool rotated, bool stackingConstraints) {
PackingItem newItem = new PackingItem(
rotated ? item.Depth : item.Width,
item.Height,
rotated ? item.Width : item.Depth,
item.TargetBin, item.Weight, item.Material);
var ep = ExtremePoints.Where(x => IsPositionFeasible(newItem, x, stackingConstraints)).FirstOrDefault();
if (ep != null) {
var result = new PackingPosition(ep.AssignedBin, ep.X, ep.Y, ep.Z, rotated);
return result;
}
return null;
}
public override bool IsPositionFeasible(PackingItem item, PackingPosition position, bool stackingConstraints) {
var feasible = base.IsPositionFeasible(item, position, stackingConstraints);
return feasible
&& IsSupportedByAtLeastOnePoint(item, position)
&& (!stackingConstraints || (IsStaticStable(item, position) && IsWeightSupported(item, position)));
}
public override PackingPosition FindPositionBySliding(PackingItem item, bool rotated, bool stackingConstraints) {
//Starting-position at upper right corner (=left bottom point of item-rectangle is at position item.width,item.height)
PackingPosition currentPosition = new PackingPosition(0,
BinShape.Width - (rotated ? item.Depth : item.Width),
BinShape.Height - item.Height,
BinShape.Depth - (rotated ? item.Width : item.Depth), rotated);
//Slide the item as far as possible to the bottom
while (IsPositionFeasible(item, PackingPosition.MoveDown(currentPosition), stackingConstraints)
|| IsPositionFeasible(item, PackingPosition.MoveLeft(currentPosition), stackingConstraints)
|| IsPositionFeasible(item, PackingPosition.MoveBack(currentPosition), stackingConstraints)) {
//Slide the item as far as possible to the left
while (IsPositionFeasible(item, PackingPosition.MoveLeft(currentPosition), stackingConstraints)
|| IsPositionFeasible(item, PackingPosition.MoveBack(currentPosition), stackingConstraints)) {
//Slide the item as far as possible to the back
while (IsPositionFeasible(item, PackingPosition.MoveBack(currentPosition), stackingConstraints)) {
currentPosition = PackingPosition.MoveBack(currentPosition);
}
if (IsPositionFeasible(item, PackingPosition.MoveLeft(currentPosition), stackingConstraints))
currentPosition = PackingPosition.MoveLeft(currentPosition);
}
if (IsPositionFeasible(item, PackingPosition.MoveDown(currentPosition), stackingConstraints))
currentPosition = PackingPosition.MoveDown(currentPosition);
}
return IsPositionFeasible(item, currentPosition, stackingConstraints) ? currentPosition : null;
}
public override void SlidingBasedPacking(ref IList sequence, IList items, bool stackingConstraints) {
var temp = new List(sequence);
for (int i = 0; i < temp.Count; i++) {
var item = items[temp[i]];
var position = FindPositionBySliding(item, false, stackingConstraints);
if (position != null) {
PackItem(temp[i], item, position);
sequence.Remove(temp[i]);
}
}
}
public override void SlidingBasedPacking(ref IList sequence, IList items, Dictionary rotationArray, bool stackingConstraints) {
var temp = new List(sequence);
for (int i = 0; i < temp.Count; i++) {
var item = items[temp[i]];
var position = FindPositionBySliding(item, rotationArray[i], stackingConstraints);
if (position != null) {
PackItem(temp[i], item, position);
sequence.Remove(temp[i]);
}
}
}
public override void ExtremePointBasedPacking(ref IList sequence, IList items, bool stackingConstraints) {
var temp = new List(sequence);
foreach (int itemID in temp) {
var item = items[itemID];
var positionFound = FindExtremePointForItem(item, false, stackingConstraints);
if (positionFound != null) {
PackItem(itemID, item, positionFound);
sequence.Remove(itemID);
}
}
}
public override void ExtremePointBasedPacking(ref IList sequence, IList items, bool stackingConstraints, Dictionary rotationArray) {
var temp = new List(sequence);
foreach (int itemID in temp) {
var item = items[itemID];
var positionFound = FindExtremePointForItem(item, rotationArray[itemID], stackingConstraints);
if (positionFound != null) {
PackItem(itemID, item, positionFound);
sequence.Remove(itemID);
}
}
}
public override int ShortestPossibleSideFromPoint(PackingPosition position) {
int shortestSide = int.MaxValue;
int width = BinShape.Width;
int height = BinShape.Height;
int depth = BinShape.Depth;
if (position.X >= width || position.Y >= height || position.Z >= depth)
return shortestSide;
PackingPosition current = new PackingPosition(0, position.X, position.Y, position.Z);
while (current.X < width && IsPointOccupied(current)) { current = PackingPosition.MoveRight(current); }
if (current.X - position.X < shortestSide)
shortestSide = current.X - position.X;
current = new PackingPosition(0, position.X, position.Y, position.Z);
while (current.Y < height && IsPointOccupied(current)) { current = PackingPosition.MoveUp(current); }
if (current.Y - position.Y < shortestSide)
shortestSide = current.Y - position.Y;
current = new PackingPosition(0, position.X, position.Y, position.Z);
while (current.Z < depth && IsPointOccupied(current)) { current = PackingPosition.MoveFront(current); }
if (current.Z - position.Z < shortestSide)
shortestSide = current.Z - position.Z;
return shortestSide;
}
public override bool IsStaticStable(PackingItem item, PackingPosition position) {
//Static stability is given, if item is placed on the ground
if (position.Y == 0)
return true;
if (IsPointOccupied(new PackingPosition(0, position.X, position.Y - 1, position.Z))
&& IsPointOccupied(new PackingPosition(0, position.X + item.Width - 1, position.Y - 1, position.Z))
&& IsPointOccupied(new PackingPosition(0, position.X, position.Y - 1, position.Z + item.Depth - 1))
&& IsPointOccupied(new PackingPosition(0, position.X + item.Width - 1, position.Y - 1, position.Z + item.Depth - 1)))
return true;
return false;
}
public bool IsSupportedByAtLeastOnePoint(PackingItem item, PackingPosition position) {
if (position.Y == 0)
return true;
int y = position.Y - 1;
for (int x = position.X; x < position.X + item.Width; x++)
for (int z = position.Z; z < position.Z + item.Depth; z++)
if (IsPointOccupied(new PackingPosition(0, x, y, z)))
return true;
return false;
}
public bool IsWeightSupported(PackingItem item, PackingPosition ep) {
if (ep.Y == 0)
return true;
if (Items[PointOccupation(new PackingPosition(0, ep.X, ep.Y - 1, ep.Z))].SupportsStacking(item)
&& Items[PointOccupation(new PackingPosition(0, ep.X + item.Width - 1, ep.Y - 1, ep.Z))].SupportsStacking(item)
&& Items[PointOccupation(new PackingPosition(0, ep.X, ep.Y - 1, ep.Z + item.Depth - 1))].SupportsStacking(item)
&& Items[PointOccupation(new PackingPosition(0, ep.X + item.Width - 1, ep.Y - 1, ep.Z + item.Depth - 1))].SupportsStacking(item))
return true;
return false;
}
protected override void InitializeOccupationLayers() {
for (int i = 0; i * 10 <= BinShape.Depth; i += 1) {
OccupationLayers[i] = new List();
}
}
protected override void AddNewItemToOccupationLayers(int itemID, PackingItem item, PackingPosition position) {
int z1 = position.Z / 10;
int z2 = (position.Z + (position.Rotated ? item.Width : item.Depth)) / 10;
for (int i = z1; i <= z2; i++)
OccupationLayers[i].Add(itemID);
}
protected override List GetLayerItemIDs(PackingPosition position) {
return OccupationLayers[position.Z / 10];
}
protected override List GetLayerItemIDs(PackingItem item, PackingPosition position) {
List result = new List();
int z1 = position.Z / 10;
int z2 = (position.Z + (position.Rotated ? item.Width : item.Depth)) / 10;
for (int i = z1; i <= z2; i++)
result.AddRange(OccupationLayers[i]);
return result;
}
public void UpdateResidualSpace(PackingItem item, PackingPosition pos) {
foreach (var ep in ExtremePoints) {
var rs = ResidualSpace[ep];
var depth = pos.Rotated ? item.Width : item.Depth;
var width = pos.Rotated ? item.Depth : item.Width;
if (ep.Z >= pos.Z && ep.Z < pos.Z + depth) {
if (ep.X <= pos.X && ep.Y >= pos.Y && ep.Y < pos.Y + item.Height) {
var diff = pos.X - ep.X;
var newRSX = Math.Min(rs.Item1, diff);
ResidualSpace[ep] = Tuple.Create(newRSX, rs.Item2, rs.Item3);
}
if (ep.Y <= pos.Y && ep.X >= pos.X && ep.X < pos.X + width) {
var diff = pos.Y - ep.Y;
var newRSY = Math.Min(rs.Item2, diff);
ResidualSpace[ep] = Tuple.Create(rs.Item1, newRSY, rs.Item3);
}
}
if (ep.Z <= pos.Z &&
ep.Y >= pos.Y && ep.Y < pos.Y + item.Height &&
ep.X >= pos.X && ep.X < pos.X + width) {
var diff = pos.Z - ep.Z;
var newRSZ = Math.Min(rs.Item3, diff);
ResidualSpace[ep] = Tuple.Create(rs.Item1, rs.Item2, newRSZ);
}
}
}
}
}