Implementation of A*

This commit is contained in:
C9Glax 2022-05-06 00:02:28 +02:00
parent 0760803685
commit f6d5fe5905
4 changed files with 123 additions and 3 deletions

4
Graph/Graph.csproj.user Normal file
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@ -0,0 +1,4 @@
<?xml version="1.0" encoding="utf-8"?>
<Project ToolsVersion="Current" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
<PropertyGroup />
</Project>

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@ -1,16 +1,22 @@
namespace Graph
{
public struct Node
public class Node
{
public float lat { get; }
public float lon { get; }
public List<Edge> edges { get; }
public Node previousNode { get; set; }
public double goalDistance { get; set; }
public Node(float lat, float lon)
{
this.lat = lat;
this.lon = lon;
this.edges = new List<Edge>();
this.previousNode = nullnode;
this.goalDistance = uint.MaxValue;
}
public static Node nullnode = new Node(float.NaN, float.NaN);
}
}

35
Graph/Utils.cs Normal file
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namespace Graph{
public struct Utils
{
public static double DistanceBetweenNodes(Node n1, Node n2)
{
return DistanceBetweenCoordinates(n1.lat, n1.lon, n2.lat, n2.lon);
}
public static double DistanceBetweenCoordinates(float lat1, float lon1, float lat2, float lon2)
{
const int earthRadius = 6371;
double differenceLat = DegreesToRadians(lat2 - lat1);
double differenceLon = DegreesToRadians(lon2 - lon1);
double lat1Rads = DegreesToRadians(lat1);
double lat2Rads = DegreesToRadians(lat2);
double a = Math.Sin(differenceLat / 2) * Math.Sin(differenceLat / 2) + Math.Sin(differenceLon / 2) * Math.Sin(differenceLon / 2) * Math.Cos(lat1Rads) * Math.Cos(lat2Rads);
double c = 2 * Math.Atan2(Math.Sqrt(a), Math.Sqrt(1 - a));
return earthRadius * c;
}
private static double DegreesToRadians(double deg)
{
return deg * Math.PI / 180.0;
}
private static double RadiansToDegrees(double rad)
{
return rad * 180.0 / Math.PI;
}
}
}

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@ -10,8 +10,83 @@ namespace astar
public Astar()
{
this.logger = new Logger(LogType.Console, loglevel.DEBUG);
Dictionary<UInt64, Node> nodes = Importer.Import(logger);
Dictionary<UInt64, Node> nodes = Importer.Import(ref logger);
Random r = new Random();
List<Node> path = new List<Node>();
while(path.Count < 1)
{
Node n1 = nodes[nodes.Keys.ElementAt(r.Next(0, nodes.Count - 1))];
Node n2 = nodes[nodes.Keys.ElementAt(r.Next(0, nodes.Count - 1))];
logger.Log(loglevel.INFO, "From {0} - {1} to {2} - {3}", n1.lat, n1.lon, n2.lat, n2.lon);
path = FindPath(n1, n2, ref this.logger);
}
logger.Log(loglevel.INFO, "Path found");
foreach (Node n in path)
logger.Log(loglevel.INFO, "{0} {1} Distance left {2}", n.lat, n.lon, n.goalDistance);
}
private static void Reset(ref Dictionary<ulong, Node> nodes)
{
foreach(Node n in nodes.Values)
{
n.previousNode = Node.nullnode;
n.goalDistance = double.MaxValue;
}
}
private static List<Node> FindPath(Node start, Node goal, ref Logger logger)
{
List<Node> toVisit = new List<Node>();
toVisit.Add(start);
Node currentNode = start;
while(currentNode != goal && toVisit.Count > 0)
{
logger.Log(loglevel.VERBOSE, "toVisit-length: {0} distance: {1}", toVisit.Count, currentNode.goalDistance);
foreach (Edge e in currentNode.edges)
{
if(e.neighbor.previousNode == Node.nullnode)
{
toVisit.Add(e.neighbor);
e.neighbor.goalDistance = Utils.DistanceBetweenNodes(e.neighbor, goal);
e.neighbor.previousNode = currentNode;
}
}
toVisit.Remove(currentNode);
toVisit.Sort(CompareDistanceToGoal);
currentNode = toVisit.First();
}
List<Node> path = new List<Node>();
if (currentNode != goal)
{
logger.Log(loglevel.INFO, "No path between {0} - {1} and {2} - {3}", start.lat, start.lon, goal.lat, goal.lon);
return path;
}
path.Add(goal);
while(currentNode != start)
{
path.Add(currentNode.previousNode);
currentNode = currentNode.previousNode;
}
path.Reverse();
return path;
}
private static int CompareDistanceToGoal(Node n1, Node n2)
{
if (n1 == null || n2 == null)
return 0;
else
{
if (n1.goalDistance < n2.goalDistance)
return 1;
else if (n1.goalDistance > n2.goalDistance)
return -1;
else return 0;
}
}
}
}