public override void Compute(MSInput input, out MSOutput output)
{
output = new MSOutput();
var trajectory = input.Trajectory;
ShortcutProvider.Init(input, output, false);
LinkedList <TPoint2D> prevShortestPath = null;
for (var level = input.NumLevels; level >= 1; level--)
{
var epsilon = input.GetEpsilon(level);
var levelShortcuts = ShortcutProvider.GetShortcuts(level, epsilon);
LinkedList <TPoint2D> shortestPath;
if (prevShortestPath == null)
{
var pointPath = ShortestPathProvider.FindShortestPath(levelShortcuts, trajectory.First(), trajectory.Last());
shortestPath = pointPath.Points;
}
else
{
shortestPath = new LinkedList <TPoint2D>();
var prevPoint = trajectory.First();
foreach (var point in prevShortestPath)
{
if (point == trajectory.First())
{
continue;
}
var pointPath = ShortestPathProvider.FindShortestPath(levelShortcuts, prevPoint, point);
foreach (var p in pointPath.Points)
{
shortestPath.AddLast(p);
}
prevPoint = point;
}
}
shortestPath.AddFirst(trajectory.First());
var newTrajectory = new Trajectory2D(shortestPath);
//report shortest path
//output.LogObject("Level Shortest Path", levelTrajectory);
output.LogLine("Level " + level + " trajectory found. Length: " + newTrajectory.Count);
output.SetTrajectoryAtLevel(level, newTrajectory);
prevShortestPath = shortestPath;
ShortcutProvider.SetSearchIntervals(shortestPath);
}
}
protected override Dictionary <Shortcut, int> GetShortcutWeights(ShortcutGraph graph, IShortcutSet levelShortcuts)
{
var weights = new Dictionary <Shortcut, int>();
foreach (var shortcut in levelShortcuts)
{
var path = ShortestPathProvider.FindShortestPath(graph, shortcut.Start, shortcut.End);
weights[shortcut] = path.Weight;
}
return(weights);
}
public override void Compute(MSInput input, out MSOutput output)
{
output = new MSOutput();
var trajectory = input.Trajectory;
ShortcutProvider.Init(input, output, false);
ICollection <TPoint2D> prevShortestPath = trajectory;
for (var level = 1; level <= input.NumLevels; level++)
{
var epsilon = input.GetEpsilon(level);
var levelShortcuts = ShortcutProvider.GetShortcuts(level, epsilon);
var levelShortestPath = ShortestPathProvider.FindShortestPath(levelShortcuts, trajectory.First(), trajectory.Last()).Points;
levelShortestPath.AddFirst(trajectory.First());
//O(n)
var levelTrajectory = new Trajectory2D(levelShortestPath);
//O(n)
var levelShortestPathSet = new HashSet <TPoint2D>(levelShortestPath);
//report level trajectory
output.SetTrajectoryAtLevel(level, levelTrajectory);
//prune shortcutgraph and shortcuts
//only consider points that are not the first/last
foreach (var point in prevShortestPath)
{
//O(1)
if (!levelShortestPathSet.Contains(point))
{
//remove shortcuts from shortcut set
ShortcutProvider.RemovePoint(point);
}
}
prevShortestPath = levelShortestPath;
}
}
protected override Dictionary <Shortcut, int> GetShortcutWeights(ShortcutGraph graph, IShortcutSet levelShortcuts)
{
var levelMap = levelShortcuts.AsMap();
var weights = new Dictionary <Shortcut, int>();
foreach (var pair in levelMap)
{
var start = pair.Key;
var ends = pair.Value;
var paths = ShortestPathProvider.FindShortestPaths(graph, start, ends, false);
foreach (var end in ends)
{
weights[new Shortcut(start, end)] = paths[end].Weight;
}
}
return(weights);
}
public override void Compute(MSInput input, out MSOutput output)
{
output = new MSOutput();
var trajectory = input.Trajectory;
ShortcutProvider.Init(input, output, false);
for (var level = 1; level <= input.NumLevels; level++)
{
var epsilon = input.GetEpsilon(level);
var levelShortcuts = ShortcutProvider.GetShortcuts(level, epsilon);
var shortestPath = ShortestPathProvider.FindShortestPath(levelShortcuts, trajectory.First(), trajectory.Last()).Points;
shortestPath.AddFirst(trajectory.First());
//O(n)
var levelTrajectory = new Trajectory2D(shortestPath);
output.SetTrajectoryAtLevel(level, levelTrajectory);
}
}
public override void Compute(MSInput input, out MSOutput output)
{
output = new MSOutput();
var trajectory = input.Trajectory;
ShortcutProvider.Init(input, output, false);
var onDemandShortcutProvider = (ShortcutsOnDemand)ShortcutProvider;
var prevTrajectory = trajectory;
for (var level = 1; level <= input.NumLevels; level++)
{
var epsilon = input.GetEpsilon(level);
var shortcutAlgo = onDemandShortcutProvider.Algorithm;
var shortcutInput = new MSSInput(prevTrajectory, new List <double> {
epsilon
});
MSSOutput shortcutOutput;
shortcutAlgo.Compute(shortcutInput, out shortcutOutput);
var levelShortcuts = shortcutOutput.GetShortcuts(1);
output.LogObject("Number of shortcuts found on level " + level, levelShortcuts.Count);
var levelShortestPath = ShortestPathProvider.FindShortestPath(levelShortcuts, prevTrajectory.First(), prevTrajectory.Last()).Points;
levelShortestPath.AddFirst(prevTrajectory.First());
//O(n)
var levelTrajectory = new Trajectory2D(levelShortestPath);
//report level trajectory
output.SetTrajectoryAtLevel(level, levelTrajectory);
prevTrajectory = levelTrajectory;
}
}
public override void Compute(MSInput input, out MSOutput output)
{
//output = new MSOutput();
output = new Output();
var trajectory = input.Trajectory;
ShortcutProvider.Init(input, output, true);
var shortcutGraphs = ((Output)output).Graphs;
//var shortcutGraphs = new Dictionary<int, ShortcutGraph>();
ShortcutGraph prevShortcutGraph = null;
for (var level = 1; level <= input.NumLevels; level++)
{
var epsilon = input.GetEpsilon(level);
ShortcutGraph shortcutGraph;
if (prevShortcutGraph != null)
{
//clone graph from previous level
shortcutGraph = (ShortcutGraph)prevShortcutGraph.Clone();
}
else
{
//build initial graph (just a simple sequence of nodes like in the trajectory)
shortcutGraph = new ShortcutGraph(trajectory);
}
//select correct shortcuts
var shortcutsLevel = ShortcutProvider.GetShortcuts(level, epsilon);
//output.LogObject("Number of shortcuts found for level " + level, () => shortcutsLevel.Count);
if (level == 1)
{
foreach (var shortcut in shortcutsLevel)
{
shortcutGraph.AddShortcut(shortcut);
}
}
else
{
var weights = new Dictionary <Shortcut, int>();
var shortcutWeights = GetShortcutWeights(shortcutGraph, shortcutsLevel);
foreach (var pair in shortcutWeights)
{
var shortcut = pair.Key;
var weight = pair.Value;
weights[shortcut] = weight;
}
foreach (var shortcut in shortcutsLevel)
{
shortcutGraph.AddShortcut(shortcut, weights[shortcut]);
}
//increment weights of all edges by 1
shortcutGraph.IncrementAllWeights();
}
//output.LogObject("Shortcut Graph", shortcutGraph);
shortcutGraphs[level] = shortcutGraph;
prevShortcutGraph = shortcutGraph;
}
output.LogLine("Shortcut graph size at scale m: " + shortcutGraphs[input.NumLevels].Count);
output.LogLine("Average amount of shortcuts handled per scale: " + shortcutGraphs[input.NumLevels].Count / input.NumLevels);
output.LogLine("");
output.LogLine("Starting calculations of level trajectories bottom-up");
output.LogLine("");
//bottom up calculation of level trajectories
LinkedList <TPoint2D> prevShortestPath = null;
for (var level = input.NumLevels; level >= 1; level--)
{
var shortcutGraph = shortcutGraphs[level];
LinkedList <TPoint2D> shortestPath;
if (prevShortestPath == null)
{
var pointPath = ShortestPathProvider.FindShortestPath(shortcutGraph, trajectory.First(), trajectory.Last());
shortestPath = pointPath.Points;
}
else
{
shortestPath = new LinkedList <TPoint2D>();
var prevPoint = trajectory.First();
foreach (var point in prevShortestPath)
{
var pointPath = ShortestPathProvider.FindShortestPath(shortcutGraph, prevPoint, point);
foreach (var p in pointPath.Points)
{
shortestPath.AddLast(p);
}
prevPoint = point;
}
}
var newTrajectory = new Trajectory2D();
newTrajectory.AppendPoint(trajectory.First().X, trajectory.First().Y);
foreach (var point in shortestPath)
{
newTrajectory.AppendPoint(point.X, point.Y);
}
//report shortest path
//output.LogObject("Level Shortest Path", levelTrajectory);
output.LogLine("Level " + level + " trajectory found. Length: " + newTrajectory.Count);
output.SetTrajectoryAtLevel(level, newTrajectory);
prevShortestPath = shortestPath;
}
}
private void shortestPathProviderComboBox_SelectedIndexChanged(object sender, EventArgs e)
{
ChosenShortestPathProvider = (ShortestPathProvider)shortestPathProviderComboBox.SelectedItem;
shortestPathProviderOptions.Fill(ChosenShortestPathProvider.OptionsControl);
}
public ShortcutOptions(BindingList <ShortcutProvider> shortcutProviders, ShortcutProvider ChosenShortcutProvider,
BindingList <ShortestPathProvider> shortestPathroviders, ShortestPathProvider ChosenShortestPathProvider)
{
InitializeComponent();
this.shortcutProviders = shortcutProviders;
this.shortestPathroviders = shortestPathroviders;
PopulateControls();
shortestPathProviderComboBox.SelectedItem = ChosenShortestPathProvider;
shortcutProviderComboBox.SelectedItem = ChosenShortcutProvider;
}
