380 lines
14 KiB
C#
380 lines
14 KiB
C#
using CzokoŚmieciarka.MonoGameView.DataModels.Enums;
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using CzokoŚmieciarka.MonoGameView.DataModels.Interfaces;
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using CzokoŚmieciarka.MonoGameView.DataModels.Interfaces.GarbageCollector;
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using CzokoŚmieciarka.MonoGameView.DataModels.Interfaces.TrashCans;
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using CzokoŚmieciarka.MonoGameView.DataModels.Models;
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using CzokoŚmieciarka.MonoGameView.DataModels.Models.Steps;
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using System;
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using System.Collections.Generic;
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using System.Linq;
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using System.Text;
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using System.Threading.Tasks;
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using Microsoft.Xna.Framework.Content;
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using System.Threading;
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using CzokoŚmieciarka.MonoGameView.DataModels.GeneralModels.Models;
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using MonoGameView.DataModels.Models;
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using System.IO;
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namespace MonoGameView.Algorithms
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{
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public class BestFirstSearch
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{
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public GarbageCollector Collector { get; set; }
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public ICloneable[,] Grid { get; set; }
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public BestFirstSearch(GarbageCollector collector, ICloneable[,] grid)
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{
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this.Collector = collector;
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this.Grid = grid;
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}
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int count;
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public List<Coords> Houses { get; set; }
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public List<Coords> Dumps { get; set; }
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public Tuple<List<IStep>,int,List<ICloneable[,]>> BestPath(ContentManager content, GarbageCollector collector, ICloneable[,] grid)
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{
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Houses = new List<Coords>();
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Dumps = new List<Coords>();
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for (int x = 0; x < grid.GetLength(0); x++)
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{
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for (int y = 0; y < grid.GetLength(1); y++)
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{
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if (grid[x, y] is House)
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{
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Houses.Add(new Coords(x, y));
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} else if (grid[x,y] is Dump)
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{
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Dumps.Add(new Coords(x, y));
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}
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}
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}
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var r = SearchBestFirst(content, collector, grid, 0);
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Jazda(r.Item1, CopyGrid(grid), (GarbageCollector) collector.Clone());
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Console.WriteLine($"Counts : {count}");
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if (r == null) return new Tuple<List<IStep>, int, List<ICloneable[,]>>(new List<IStep>(), 0, new List<ICloneable[,]>());
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return r;
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}
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public void Jazda(List<IStep> steps, ICloneable[,] grid, GarbageCollector collector)
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{
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for (int i =0;i<steps.Count();i++)
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{
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var s = "";
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foreach (var can in collector.TrashContainers)
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{
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s += " " + can.TypeOfGarbage.GarbageType.ToString() + ":." + (int)can.FillPercent * 100;
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}
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for (int x = collector.Coords.X - 2; x <= collector.Coords.X + 2; x++)
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{
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for (int y = collector.Coords.Y - 2; y <= collector.Coords.Y + 2; y++)
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{
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var xoffset = x - (collector.Coords.X - 2);
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var yoffset = y - (collector.Coords.Y - 2);
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if (x >= 0 && y >= 0 && x < grid.GetLength(0) && y < grid.GetLength(1))
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{
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var cell = grid[x, y];
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if (cell is Grass) s += " " + xoffset.ToString() + yoffset.ToString() + "grass";
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if (cell is Road1) s += " " + xoffset.ToString() + yoffset.ToString() + "road1";
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if (cell is Road2) s += " " + xoffset.ToString() + yoffset.ToString() + "road2";
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if (cell is Dump) s += " " + xoffset.ToString() + yoffset.ToString() + (cell as Dump).TypeOfGarbage.GarbageType.ToString();
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if (cell is House)
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{
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var h = (cell as House);
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foreach (var can in h.TrashCans)
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{
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s += " " + xoffset.ToString() + yoffset.ToString() + can.TypeOfGarbage.GarbageType.ToString() + ":." + (int)can.FillPercent * 100;
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}
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}
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if (cell is EmptyHouse) s += " " + xoffset.ToString() + yoffset.ToString() + "emptyHouse";
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}
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else
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{
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s += " " + xoffset.ToString() + yoffset.ToString() + "grass";
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}
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}
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}
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for (int l = 0; l < 12; l++)
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{
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var minGrid = new ICloneable[5, 5];
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var s0 = ((steps[i].ID == l) ? 1 : 0) + " |";
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using (StreamWriter w = File.AppendText("garbage_dataset" + l + ".txt"))
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{
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w.WriteLine(s0 + s);
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}
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}
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steps[i].Invoke(collector, grid);
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}
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}
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List<IStep> PossibleSteps(AGarbageCollector collector, ICloneable[,] grid)
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{
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var result = new List<IStep>();
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var itemdupa = grid[collector.Coords.X, collector.Coords.Y];
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if (grid[collector.Coords.X, collector.Coords.Y] is House)
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{
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var collectSteps = new List<IStep>()
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{
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new CollectStep(GarbageType.Glass),
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new CollectStep(GarbageType.Organic),
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new CollectStep(GarbageType.Paper),
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new CollectStep(GarbageType.PlasticMetal)
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};
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foreach (var item in collectSteps)
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{
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var copyCollector = (AGarbageCollector)collector.Clone();
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var copyGrid = CopyGrid(grid);
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if (item.Invoke(copyCollector, copyGrid))
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result.Add(item);
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}
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}
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if (grid[collector.Coords.X, collector.Coords.Y] is ADump)
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{
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var collectSteps = new List<IStep>()
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{
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new SpillStep(GarbageType.Glass),
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new SpillStep(GarbageType.Organic),
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new SpillStep(GarbageType.Paper),
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new SpillStep(GarbageType.PlasticMetal)
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};
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foreach (var item in collectSteps)
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{
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var copyCollector = (AGarbageCollector)collector.Clone();
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var copyGrid = CopyGrid(grid);
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if (item.Invoke(copyCollector, copyGrid))
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result.Add(item);
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}
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}
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if (!(grid[collector.Coords.X, collector.Coords.Y] is Dump && collector.TrashContainers.Any(x => x.FillPercent > 0 && (grid[collector.Coords.X, collector.Coords.Y] as Dump).TypeOfGarbage.GarbageType == x.TypeOfGarbage.GarbageType))
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&& !(grid[collector.Coords.X, collector.Coords.Y] is House
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&& (grid[collector.Coords.X, collector.Coords.Y] as House).TrashCans.Any(j => j.FillPercent > 0 && collector.TrashContainers.Any(i => i.FillPercent < 1 && i.Garbage.TypeOfGarbage.GarbageType == j.TypeOfGarbage.GarbageType))))
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{
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var moveSteps = new List<IStep>()
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{
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new MoveStep(Direction.Up),
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new MoveStep(Direction.Down),
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new MoveStep(Direction.Left),
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new MoveStep(Direction.Right)
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};
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var filteredMoveSteps = new List<IStep>();
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foreach (var item in moveSteps)
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{
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var copyCollector = (AGarbageCollector)collector.Clone();
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if (item.Invoke(copyCollector, grid))
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{
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var gcx = copyCollector.Coords.X;
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var gcy = copyCollector.Coords.Y;
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if (grid[gcx, gcy] is Road1 || grid[gcx, gcy] is House || (grid[gcx, gcy] is ADump && copyCollector.TrashContainers.Any(x => x.FillPercent > 0)))
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{
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result.Add(item);
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}
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}
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}
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}
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return result;
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}
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int Priority (Tuple<KeyValuePair<List<IStep>,List<ICloneable[,]>>,GarbageCollector,ICloneable[,]> t)
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{
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var inHouses = Houses
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.Aggregate(0.0, (a, b) => a + (t.Item3[b.X, b.Y] as IGarbageLocalization)
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.TrashCans
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.Aggregate(0.0, (i, j) => i + j.Garbage.Weight));
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var inDumps = Dumps
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.Aggregate(0.0, (a, b) => a + (t.Item3[b.X, b.Y] as ATrashCan).Garbage.Weight);
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var inCollector = t.Item2.TrashContainers.Aggregate(0.0, (a, b) => a + b.Garbage.Weight);
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double p1 = inCollector + 2*inHouses - 3*inDumps;
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var houses2 = Houses.Select(x => t.Item3[x.X, x.Y]).Where(x => x is House).Select(x => x as House).ToList();
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var notFullCans = t.Item2.TrashContainers.Where(x => x.FillPercent != 1
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&& houses2.Any(i=> i.TrashCans.Any(j => j.TypeOfGarbage.GarbageType == x.TypeOfGarbage.GarbageType
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&& j.FillPercent > 0)) );
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if (!notFullCans.Any())
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{
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var fullCans = t.Item2.TrashContainers.Where(x => x.FillPercent > 0);
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if (!fullCans.Any()) return 0;
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//var fullCan=fullCans.First();
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var closestDump = Dumps
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.Select(x => t.Item3[x.X, x.Y])
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.Select(i => i as Dump)
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.Where(i => fullCans.Any(j=>i.TypeOfGarbage.GarbageType == j.TypeOfGarbage.GarbageType))
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.Min(b => Math.Pow(t.Item2.Coords.X - b.Coords.X, 2) + Math.Pow(t.Item2.Coords.Y - b.Coords.Y, 2));
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return (int) (p1 * 1000 + closestDump);
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}
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else
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{
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//var notFullCan = notFullCans.First();
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var closestHouses = Houses
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.Select(x => t.Item3[x.X, x.Y])
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.Where(i => i is House)
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.Select(i => i as House)
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.Where(i => i.TrashCans.Any(x => notFullCans.Any(j=>x.TypeOfGarbage.GarbageType ==j.TypeOfGarbage.GarbageType && x.FillPercent > 0)));
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var closestHouse = (closestHouses.Any()) ? closestHouses.Min(b => Math.Pow(t.Item2.Coords.X - b.Coords.X, 2) + Math.Pow(t.Item2.Coords.Y - b.Coords.Y, 2)): 0.0;
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var closestDumps = Dumps
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.Select(x => t.Item3[x.X, x.Y])
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.Select(i => i as Dump)
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.Where(i => notFullCans.Any(j=>i.TypeOfGarbage.GarbageType == j.TypeOfGarbage.GarbageType));
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var closestDump = (closestDumps.Any()) ? closestDumps.Min(b => Math.Pow(t.Item2.Coords.X - b.Coords.X, 2) + Math.Pow(t.Item2.Coords.Y - b.Coords.Y, 2)) : 0.0;
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return (int) (p1 * 1000 + 100*closestHouse + closestDump);
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}
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}
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Tuple<List<IStep>, int, List<ICloneable[,]>> SearchBestFirst(ContentManager content, GarbageCollector collector, ICloneable[,] grid, int length)
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{
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//Thread.Sleep(1);
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count = 0;
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var nodes = new PriorityQueue<Tuple<KeyValuePair<List<IStep>, List<ICloneable[,]>>, GarbageCollector, ICloneable[,]>>();
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var f = new Tuple<KeyValuePair<List<IStep>, List<ICloneable[,]>>, GarbageCollector, ICloneable[,]>(new KeyValuePair<List<IStep>, List<ICloneable[,]>>(new List<IStep>(),new List<ICloneable[,]>() { grid }), collector, grid);
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nodes.Enqueue(f,Priority(f));
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while (true)
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{
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count++;
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var p = nodes.Dequeue();
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var item = p.Key;
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var priority = p.Value;
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//Thread.Sleep(10);
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//this.Collector.Coords = item.Item2.Coords;
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//this.Collector.TrashContainers = item.Item2.TrashContainers;
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//for (int x = 0; x < item.Item3.GetLength(0); x++)
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//{
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// for (int y = 0; y < item.Item3.GetLength(1); y++)
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// {
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// this.Grid[x, y] = item.Item3[x, y];
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// }
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//}
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if (Houses.All(c => (item.Item3[c.X, c.Y] as IGarbageLocalization).TrashCans.All(j => j.FillPercent == 0.0 || j.FillPercent == double.NaN))
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&&
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item.Item2.TrashContainers.All(i => i.FillPercent == 0.0)
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)
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{
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return new Tuple<List<IStep>, int, List<ICloneable[,]>>(item.Item1.Key, length, item.Item1.Value);
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}
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if (true)//item.Item2.Counter <= 12)
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{
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foreach (var step in PossibleSteps(item.Item2, item.Item3))
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{
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if (step is SpillStep)
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{
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Console.WriteLine();
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}
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var collectorClone = (GarbageCollector)item.Item2.Clone();
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var gridClone = CopyGrid(item.Item3);
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step.Invoke(collectorClone, gridClone);
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var steps = new List<IStep>();
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steps.AddRange(item.Item1.Key);
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steps.Add(step);
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var f2 = new Tuple<KeyValuePair<List<IStep>, List<ICloneable[,]>>, GarbageCollector, ICloneable[,]>(new KeyValuePair<List<IStep>, List<ICloneable[,]>>(steps, item.Item1.Value.Concat(new List<ICloneable[,]>() {gridClone }).ToList()), collectorClone, gridClone);
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var f2P = Priority(f2);
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nodes.Enqueue(f2,Priority(f2));
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}
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}
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}
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}
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private ICloneable[,] CopyGrid(ICloneable[,] grid)
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{
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ICloneable[,] result = new ICloneable[grid.GetLength(0), grid.GetLength(1)];
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for (int x = 0; x < grid.GetLength(0); x++)
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{
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for (int y = 0; y < grid.GetLength(1); y++)
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{
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result[x, y] = (ICloneable)grid[x, y].Clone();
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}
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}
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return result;
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}
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}
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}
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