1 | using System;
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2 | using System.Collections.Generic;
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3 | using System.Diagnostics;
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4 | using System.Linq;
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5 | using HeuristicLab.Common;
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6 | using HeuristicLab.Core;
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7 | using HeuristicLab.Encodings.RealVectorEncoding;
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8 | using HeuristicLab.Parameters;
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9 | using HeuristicLab.PDPSimulation.DomainModel;
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10 | using HeuristicLab.PDPSimulation.Operators;
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11 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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12 |
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13 | namespace HeuristicLab.PDPSimulation {
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14 | [Item("PriorityDispatching", "")]
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15 | [StorableClass]
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16 | public abstract class PriorityDispatching : Dispatching {
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17 | [StorableConstructor]
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18 | protected PriorityDispatching(bool deserializing) : base(deserializing) { }
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19 | protected PriorityDispatching(PriorityDispatching original, Cloner cloner) : base(original, cloner) { }
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20 | protected PriorityDispatching() {
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21 | }
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22 |
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23 | protected abstract double CalculatePriority(IDictionary<string, double> variables);
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24 |
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25 | protected override void GetHighestPriorityOrder(DynPDPProblemInstance instance, Vehicle vehicle, IEnumerable<Order> orders, out Order order, out double priority) {
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26 | Order best = null;
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27 | double bestPriority = double.MinValue;
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28 | var pickupOrdersByLocation = (from o in orders
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29 | where IsPickup(o, instance)
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30 | group o by new { X = o.PickupXCoord, Y = o.PickupYCoord })
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31 | .ToDictionary(x => new XY(x.Key.X, x.Key.Y), y => y.ToArray(), new XYEqComparer());
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32 | var deliveryOrdersByLocation = (from o in orders
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33 | where !IsPickup(o, instance) && o.Vehicle == vehicle.Id
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34 | group o by new { X = o.DeliveryXCoord, Y = o.DeliveryYCoord })
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35 | .ToDictionary(x => new XY(x.Key.X, x.Key.Y), y => y.ToArray(), new XYEqComparer());
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36 | var destinations = deliveryOrdersByLocation.Keys.ToArray();
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37 | foreach (var o in orders) {
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38 | if (IsPickup(o, instance) && o.Demand > vehicle.Capacity) continue;
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39 |
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40 | double prio;
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41 | if (!IsPickup(o, instance) && vehicle.TargetPositionX == o.DeliveryXCoord && vehicle.TargetPositionY == o.DeliveryYCoord) {
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42 | prio = double.MaxValue;
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43 | } else {
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44 | var target = new XY(o.PickupXCoord, o.PickupYCoord);
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45 | if (!IsPickup(o, instance)) target = new XY(o.DeliveryXCoord, o.DeliveryYCoord);
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46 |
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47 | var destinationDifference = destinations.Select(x => scenario.DistanceMeasure.GetDistance(target.X, target.Y, x.X, x.Y)).ToArray();
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48 | var courierDifference = GetVehicles().Where(x => x != vehicle).Select(x => new XY(x.TargetPositionX, x.TargetPositionY))
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49 | .Select(x => scenario.DistanceMeasure.GetDistance(target.X, target.Y, x.X, x.Y)).ToArray();
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50 |
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51 | var commonDestinations = orders.Where(x => !IsPickup(x, instance) && x.Vehicle == vehicle.Id &&
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52 | x.DeliveryXCoord == o.PickupXCoord &&
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53 | x.DeliveryYCoord == o.PickupYCoord);
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54 |
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55 | var variables = new Dictionary<string, double>();
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56 | variables.Add("Distance", scenario.DistanceMeasure.GetDistance(vehicle.TargetPositionX, vehicle.TargetPositionY, target.X, target.Y));
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57 | variables.Add("EarliestTimeOfArrival", vehicle.ReadyTime + variables["Distance"]);
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58 | variables.Add("DueDate", o.DeliveryDueTime - GetSimulationTime());
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59 | variables.Add("StartDate", IsPickup(o, instance) ? o.PickupReadyTime - GetSimulationTime() : 0);
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60 | variables.Add("PickupOrdersAtTarget", pickupOrdersByLocation.ContainsKey(target) ? pickupOrdersByLocation[target].Count() : 0);
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61 | variables.Add("PickupOrderItemsAtTarget", pickupOrdersByLocation.ContainsKey(target) ? pickupOrdersByLocation[target].Sum(x => x.Demand) : 0);
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62 | variables.Add("DeliveryOrdersAtTarget", deliveryOrdersByLocation.ContainsKey(target) ? deliveryOrdersByLocation[target].Count() : 0);
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63 | variables.Add("DeliveryOrderItemsAtTarget", deliveryOrdersByLocation.ContainsKey(target) ? deliveryOrdersByLocation[target].Sum(x => x.Demand) : 0);
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64 | variables.Add("AverageDistanceToDestinations", destinationDifference.Any() ? destinationDifference.Average() : 0);
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65 | variables.Add("MinimumDistanceToDestinations", destinationDifference.Any() ? destinationDifference.Min() : 0);
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66 | variables.Add("MaximumDistanceToDestinations", destinationDifference.Any() ? destinationDifference.Max() : 0);
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67 | variables.Add("NumberOfOtherCouriersToTarget", GetVehicles().Count > 2 ? GetVehicles().Where(x => x != vehicle).Count(x => target.X == x.TargetPositionX && target.Y == x.TargetPositionY) : 0);
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68 | variables.Add("AverageDistanceToOtherCouriers", courierDifference.Any() ? courierDifference.Average() : 0);
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69 | variables.Add("MinimumDistanceToOtherCouriers", courierDifference.Any() ? courierDifference.Min() : 0);
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70 | variables.Add("MaximumDistanceToOtherCouriers", courierDifference.Any() ? courierDifference.Max() : 0);
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71 | variables.Add("DemandSize", o.Demand);
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72 | variables.Add("EDD", commonDestinations.Any() ? commonDestinations.Min(d => d.DeliveryDueTime
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73 | - scenario.DistanceMeasure.GetDistance(vehicle.TargetPositionX, vehicle.TargetPositionY, d.DeliveryXCoord, d.DeliveryYCoord)
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74 | - GetSimulationTime()) : 0);
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75 | variables.Add("LeadTime", o.PickupReadyTime - GetSimulationTime());
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76 |
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77 | prio = CalculatePriority(variables);
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78 | }
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79 |
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80 | if (prio > bestPriority) {
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81 | bestPriority = prio;
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82 | best = o;
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83 | }
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84 | }
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85 |
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86 | order = best != null ? best : orders.First();
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87 | priority = bestPriority;
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88 | }
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89 | }
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90 | }
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