Dijkstra 算法错误路径总是从 0 开始

如何解决Dijkstra 算法错误路径总是从 0 开始

我目前正在做数据结构和算法的最后一个作业。我作业中的编程问题之一是基于 Dijkstra 算法。我参考这个链接来帮助我的任务：https://algorithms.tutorialhorizon.com/print-all-paths-in-dijkstras-shortest-path-algorithm/。但是，我注意到这个程序实现中有一个错误。请允许我解释一下：

 import java.util.Comparator;
 import java.util.LinkedList;
 import java.util.PriorityQueue;
 import javafx.util.Pair;

 public class Graph {

 int vertices;
 LinkedList<Edge>[] adjacencylist;

 Graph(int vertices) {
  this.vertices = vertices;
  adjacencylist = new LinkedList[vertices];
  //initialize adjacency lists for all the vertices
  for (int i = 0; i <vertices ; i++) {
     adjacencylist[i] = new LinkedList<>();
  }
 }

 public void addEdge(int source,int destination,int weight) {
   Edge edge = new Edge(source,destination,weight);
   adjacencylist[source].addFirst(edge);

   edge = new Edge(destination,source,weight);
   adjacencylist[destination].addFirst(edge); //for undirected graph
 }

 public void dijkstra_PrintPaths(int sourceVertex){

   boolean[] SPT = new boolean[vertices];
   //distance used to store the distance of vertex from a source
   int [] distance = new int[vertices];

   int [] parentVertex = new int[vertices];

   //parent of the source vertex will be -1
   parentVertex[0] = -1;

   //Initialize all the distance to infinity
   for (int i = 0; i <vertices ; i++) {
     distance[i] = Integer.MAX_VALUE;
   }
   //Initialize priority queue
   //override the comparator to do the sorting based keys
   PriorityQueue<Pair<Integer,Integer>> pq = new PriorityQueue<>(vertices,new 
   Comparator<Pair<Integer,Integer>>() {
      @Override
      public int compare(Pair<Integer,Integer> p1,Pair<Integer,Integer> p2) {
       //sort using distance values
        int key1 = p1.getKey();
        int key2 = p2.getKey();
        return key1-key2;
      }
      });
      //create the pair for for the first index,0 distance 0 index
    distance[0] = 0;
    Pair<Integer,Integer> p0 = new Pair<>(distance[0],0);
    //add it to pq
    pq.offer(p0);

    //while priority queue is not empty
   while(!pq.isEmpty()){
   //extract the min
    Pair<Integer,Integer> extractedPair = pq.poll();

    //extracted vertex
     int extractedVertex = extractedPair.getValue();
     if(SPT[extractedVertex]==false) {
        SPT[extractedVertex] = true;

       //iterate through all the adjacent vertices and update the keys
        LinkedList<Edge> list = adjacencylist[extractedVertex];
        for (int i = 0; i < list.size(); i++) {
        Edge edge = list.get(i);
        int destination = edge.destination;
        //only if edge destination is not present in mst
        if (SPT[destination] == false) {
            ///check if distance needs an update or not
            //means check total weight from source to vertex_V is less than
            //the current distance value,if yes then update the distance
            int newKey =  distance[extractedVertex] + edge.weight ;
            int currentKey = distance[destination];
            if(currentKey>newKey){
                Pair<Integer,Integer> p = new Pair<>(newKey,destination);
                pq.offer(p);
                distance[destination] = newKey;
                parentVertex[destination] = extractedVertex;
               }
           }
       }
   }
   }
   //print Shortest Path Tree
    printDijkstra(parentVertex,distance,sourceVertex);
   }

    public void printDijkstra(int[] parent,int [] distance,int sourceVertex){
       System.out.println("Dijkstra Algorithm: (With all paths)");
       for (int i = 0; i <vertices ; i++) {
          System.out.print(" " + sourceVertex + "--> " +   + i + ": distance="+distance[i] + "  Path : ");
          printPathUtil(parent,i);
          System.out.println();
       }
       }

     public void printPathUtil(int parent[],int destination){
     //if vertex is source then stop recursion
        if(parent[destination] == -1) {
          System.out.print("0 ");
          return;
        }
        printPathUtil(parent,parent[destination]);
        System.out.print(destination + " ");
     }

    public static void main(String[] args) {
     int vertices = 6;
     Graph graph = new Graph(vertices);
     graph.addEdge(0,1,5);
     graph.addEdge(0,2,3);
     graph.addEdge(1,1);
     graph.addEdge(1,3,2);
     graph.addEdge(2,4);
     graph.addEdge(3,4,2);
     graph.addEdge(4,5,6);
     graph.dijkstra_PrintPaths(0);

     System.out.println();

     graph.dijkstra_PrintPaths(3);
     }

边缘类：

 public class Edge {

   int source;
   int destination;
   int weight;

 public Edge(int source,int weight) {
   this.source = source;
   this.destination = destination;
   this.weight = weight;
 }
 }

对于图类中的main方法，我调用了dijkstra_PrintPaths函数2次来打印从不同节点开始的路径。

Output:

Dijkstra Algorithm: (With all paths)
0--> 0: distance=0  Path : 0 
0--> 1: distance=4  Path : 0 2 1 
0--> 2: distance=3  Path : 0 2 
0--> 3: distance=6  Path : 0 2 1 3 
0--> 4: distance=8  Path : 0 2 1 3 4 
0--> 5: distance=14  Path : 0 2 1 3 4 5 

Dijkstra Algorithm: (With all paths)
3--> 0: distance=0  Path : 0 
3--> 1: distance=4  Path : 0 2 1 
3--> 2: distance=3  Path : 0 2 
3--> 3: distance=6  Path : 0 2 1 3 
3--> 4: distance=8  Path : 0 2 1 3 4 
3--> 5: distance=14  Path : 0 2 1 3 4 5 

这是错误出现的地方，如输出的第二部分所示。它是从 3 开始，但打印出来的路径与 0 类似。只有路径从 3 开始，然后从节点到节点，直到目的地才有意义。希望大家帮帮忙，谢谢。

解决方法

简单看一下：参数 sourceVertex 并没有真正用于 dijkstra_PrintPaths。所以我想这就是问题所在。

我猜这个初始化是错误的：

 //create the pair for for the first index,0 distance 0 index
    distance[0] = 0;
    Pair<Integer,Integer> p0 = new Pair<>(distance[0],0);
    //add it to pq
    pq.offer(p0);