[8481] | 1 |
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| 2 | using System;
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| 3 | using System.Collections.Generic;
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[8516] | 4 | using HeuristicLab.Algorithms.GraphRouting.Interfaces;
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| 5 | using HeuristicLab.Problems.RoutePlanning.Interfaces;
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[8481] | 6 | namespace HeuristicLab.Algorithms.GraphRouting {
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| 7 | public class BidrectionalDijkstraAlgorithmV2 : IRouter {
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| 8 | private IGraph graph;
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| 9 |
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| 10 | private HashSet<long> visitedNodesForward;
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| 11 | private HashSet<long> visitedNodesBackward;
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| 12 | private HashSet<long> unvisitedNodesForward;
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| 13 | private HashSet<long> unvisitedNodesBackward;
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| 14 | private Dictionary<long, float> distancesForward;
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| 15 | private Dictionary<long, long> predecessorsForward;
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| 16 | private Dictionary<long, float> distancesBackward;
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| 17 | private Dictionary<long, long> predecessorsBackward;
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| 18 |
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| 19 | public BidrectionalDijkstraAlgorithmV2(IGraph graph) {
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| 20 | this.graph = graph;
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| 21 | }
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| 22 |
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| 23 | #region IRouter Members
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| 24 |
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| 25 | public long[] Calculate(long sourceNodeId, long targetNodeId) {
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| 26 | visitedNodesForward = new HashSet<long>();
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| 27 | visitedNodesBackward = new HashSet<long>();
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| 28 |
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| 29 | unvisitedNodesForward = new HashSet<long>();
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| 30 | unvisitedNodesBackward = new HashSet<long>();
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| 31 |
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| 32 | distancesForward = new Dictionary<long, float>();
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| 33 | predecessorsForward = new Dictionary<long, long>();
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| 34 |
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| 35 | distancesBackward = new Dictionary<long, float>();
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| 36 | predecessorsBackward = new Dictionary<long, long>();
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| 37 |
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| 38 | List<long> resultRouteForward = new List<long>();
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| 39 | List<long> resultRouteBackward = new List<long>();
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| 40 |
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| 41 | if (sourceNodeId == targetNodeId) {
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| 42 | resultRouteForward.Add(sourceNodeId);
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| 43 | return resultRouteForward.ToArray();
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| 44 | }
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| 45 |
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| 46 | long currentNodeForward = sourceNodeId;
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| 47 | distancesForward.Add(currentNodeForward, 0);
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| 48 | unvisitedNodesForward.Add(currentNodeForward);
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| 49 |
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| 50 | long currentNodeBackward = targetNodeId;
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| 51 | distancesBackward.Add(currentNodeBackward, 0);
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| 52 | unvisitedNodesBackward.Add(currentNodeBackward);
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| 53 |
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| 54 | while (unvisitedNodesForward.Count > 0 && unvisitedNodesBackward.Count > 0) {
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| 55 | currentNodeForward = GetMinimumDistance(distancesForward, unvisitedNodesForward);
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| 56 | visitedNodesForward.Add(currentNodeForward);
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| 57 | unvisitedNodesForward.Remove(currentNodeForward);
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| 58 |
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| 59 | currentNodeBackward = GetMinimumDistance(distancesBackward, unvisitedNodesBackward);
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| 60 | visitedNodesBackward.Add(currentNodeBackward);
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| 61 | unvisitedNodesBackward.Remove(currentNodeBackward);
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| 62 |
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| 63 | if (visitedNodesForward.Contains(currentNodeBackward)) {
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| 64 | return GetRoute(currentNodeBackward).ToArray();
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| 65 | }
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| 66 |
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| 67 | if (visitedNodesBackward.Contains(currentNodeForward)) {
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| 68 | return GetRoute(currentNodeForward).ToArray();
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| 69 | }
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| 70 |
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| 71 | FindMinimalWeightForward(currentNodeForward);
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| 72 | FindMinimalWeightBackward(currentNodeBackward);
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| 73 | }
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| 74 |
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| 75 | throw new Exception(string.Format("No route found from {0} to {1}", sourceNodeId, targetNodeId));
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| 76 | }
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| 77 |
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| 78 | #endregion
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| 79 |
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| 80 | private long GetMinimumDistance(Dictionary<long, float> distances, HashSet<long> nodeIds) {
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| 81 | long minimum = -1;
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| 82 | foreach (long id in nodeIds) {
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| 83 | if (minimum == -1) minimum = id;
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| 84 | else {
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| 85 | if (GetDistance(distances, id) < GetDistance(distances, minimum)) {
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| 86 | minimum = id;
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| 87 | }
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| 88 | }
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| 89 | }
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| 90 | return minimum;
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| 91 | }
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| 92 |
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| 93 | private float GetDistance(Dictionary<long, float> distances, long id) {
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| 94 | float d;
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| 95 | if (distances.TryGetValue(id, out d)) {
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| 96 | return d;
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| 97 | } else { return float.MaxValue; }
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| 98 | }
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| 99 |
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| 100 | private void FindMinimalWeightForward(long nodeId) {
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| 101 | Dictionary<long, float> currentNeighbors = graph.GetNeighborsWithWeight(nodeId);
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| 102 | foreach (KeyValuePair<long, float> neighbor in currentNeighbors) {
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| 103 | // update relax
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| 104 | float totalWeight = GetDistance(distancesForward, nodeId) + neighbor.Value;
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| 105 | if (GetDistance(distancesForward, neighbor.Key) > totalWeight) {
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| 106 | distancesForward[neighbor.Key] = totalWeight;
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| 107 | predecessorsForward[neighbor.Key] = nodeId;
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| 108 | unvisitedNodesForward.Add(neighbor.Key);
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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 | private void FindMinimalWeightBackward(long nodeId) {
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| 114 | Dictionary<long, float> currentNeighbors = graph.GetNeighborsWithWeightReversed(nodeId);
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| 115 | foreach (KeyValuePair<long, float> neighbor in currentNeighbors) {
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| 116 | // update relax
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| 117 | float totalWeight = GetDistance(distancesBackward, nodeId) + neighbor.Value;
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| 118 | if (GetDistance(distancesBackward, neighbor.Key) > totalWeight) {
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| 119 | distancesBackward[neighbor.Key] = totalWeight;
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| 120 | predecessorsBackward[neighbor.Key] = nodeId;
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| 121 | unvisitedNodesBackward.Add(neighbor.Key);
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| 122 | }
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| 123 | }
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| 124 | }
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| 125 |
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| 126 | private List<long> GetRoute(long nodeId) {
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| 127 | List<long> route = new List<long>();
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| 128 | long current = nodeId;
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| 129 | long next;
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| 130 |
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| 131 | if (!predecessorsForward.TryGetValue(current, out next)) {
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| 132 | return null;
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| 133 | }
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| 134 | route.Add(current);
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| 135 | while (predecessorsForward.TryGetValue(current, out next)) {
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| 136 | current = predecessorsForward[current];
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| 137 | route.Add(current);
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| 138 | }
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| 139 | route.Reverse();
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| 140 |
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| 141 | current = nodeId;
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| 142 | while (predecessorsBackward.TryGetValue(current, out next)) {
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| 143 | current = predecessorsBackward[current];
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| 144 | route.Add(current);
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| 145 | }
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| 146 |
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| 147 | return route;
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| 148 | }
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| 149 | }
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| 150 | }
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