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DijkstraAlgorithm.cs
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DijkstraAlgorithm.cs
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using System;
using System.Collections.Generic;
using System.Linq;
using DataStructures.Graph;
namespace Algorithms.Graph.Dijkstra;
public static class DijkstraAlgorithm
{
/// <summary>
/// Implementation of the Dijkstra shortest path algorithm for cyclic graphs.
/// https://en.wikipedia.org/wiki/Dijkstra%27s_algorithm.
/// </summary>
/// <param name="graph">Graph instance.</param>
/// <param name="startVertex">Starting vertex instance.</param>
/// <typeparam name="T">Generic Parameter.</typeparam>
/// <returns>List of distances from current vertex to all other vertices.</returns>
/// <exception cref="InvalidOperationException">Exception thrown in case when graph is null or start
/// vertex does not belong to graph instance.</exception>
public static DistanceModel<T>[] GenerateShortestPath<T>(DirectedWeightedGraph<T> graph, Vertex<T> startVertex)
{
ValidateGraphAndStartVertex(graph, startVertex);
var visitedVertices = new List<Vertex<T>>();
var distanceArray = InitializeDistanceArray(graph, startVertex);
var distanceRecord = new PriorityQueue<DistanceModel<T>, double>();
distanceRecord.Enqueue(distanceArray[0], distanceArray[0].Distance);
while (visitedVertices.Count != distanceArray.Length && distanceRecord.Count != 0)
{
while(visitedVertices.Contains(distanceRecord.Peek().Vertex!))
{
distanceRecord.Dequeue();
}
var minDistance = distanceRecord.Dequeue();
var currentPath = minDistance.Distance;
visitedVertices.Add(minDistance.Vertex!);
var neighborVertices = graph
.GetNeighbors(minDistance.Vertex!)
.Where(x => x != null && !visitedVertices.Contains(x))
.ToList();
foreach (var vertex in neighborVertices)
{
var adjacentDistance = graph.AdjacentDistance(minDistance.Vertex!, vertex!);
var distance = distanceArray[vertex!.Index];
var fullDistance = currentPath + adjacentDistance;
if (distance.Distance > fullDistance)
{
distance.Distance = fullDistance;
distance.PreviousVertex = minDistance.Vertex;
distanceRecord.Enqueue(distance, fullDistance);
}
}
}
return distanceArray;
}
private static DistanceModel<T>[] InitializeDistanceArray<T>(
IDirectedWeightedGraph<T> graph,
Vertex<T> startVertex)
{
var distArray = new DistanceModel<T>[graph.Count];
distArray[startVertex.Index] = new DistanceModel<T>(startVertex, startVertex, 0);
foreach (var vertex in graph.Vertices.Where(x => x != null && !x.Equals(startVertex)))
{
distArray[vertex!.Index] = new DistanceModel<T>(vertex, null, double.MaxValue);
}
return distArray;
}
private static void ValidateGraphAndStartVertex<T>(DirectedWeightedGraph<T> graph, Vertex<T> startVertex)
{
if (graph is null)
{
throw new ArgumentNullException(nameof(graph));
}
if (startVertex.Graph != null && !startVertex.Graph.Equals(graph))
{
throw new ArgumentNullException(nameof(graph));
}
}
}