2

我尝试实现迭代深度 A* 搜索。问题是他走的很正常,而不是我想要的。

当我声明一个节点时,我还写了他所在的级别(adancime)。

所以我的逻辑是,如果(他获得的级别与作业中的级别(adancime)相同)是可以的,试试那里。

我的图表是这样的: 在此处输入图像描述

来源:S 目的地:G

他应该给出的路径是:SBDHFH F....(他应该找不到节点)因为他总是在某个点得到最低值 H 或 F。

这是我的代码:

package com.ida.algorithm;

import java.util.PriorityQueue;
import java.util.HashSet;
import java.util.Set;

import java.util.List;
import java.util.Comparator;
import java.util.ArrayList;
import java.util.Collections;

public class ItDeepAStar {

        public static void main(String[] args){

                Node s = new Node("S", 12, 0);
                Node a = new Node("A", 5, 1);
                Node b = new Node("B", 5, 1);
                Node c = new Node("C", 5, 2);
                Node d = new Node("D", 2, 2);
                Node e = new Node("E", 2, 3);
                Node f = new Node("F", 1, 4);
                Node h = new Node("H", 1, 3);
                Node g = new Node("G", 0, 2);

                s.adjacencies = new Edge[]{
                        new Edge(b, 8),
                        new Edge(a, 10)
                };

                b.adjacencies = new Edge[]{
                        new Edge(d, 8),
                        new Edge(g, 16)
                };

                d.adjacencies = new Edge[]{
                        new Edge(g, 3),
                        new Edge(h, 1)
                };

                h.adjacencies = new Edge[]{
                        new Edge(f, 1)
                };

                a.adjacencies = new Edge[]{
                        new Edge(g, 10),
                        new Edge(c, 2)
                };

                c.adjacencies = new Edge[]{
                        new Edge(e, 3)
                };

                e.adjacencies = new Edge[]{
                        new Edge(g, 2)
                };

                AstarSearch(s, g);

                List<Node> path = printPath(g);

                        System.out.println("Path: " + path);


        }

        public static List<Node> printPath(Node target){
                List<Node> path = new ArrayList<Node>();

        for(Node node = target; node != null; node = node.parent){
            path.add(node);
        }

        Collections.reverse(path);

        return path;
        }

        public static void AstarSearch(Node source, Node goal){

                Set<Node> explored = new HashSet<Node>();
                int level = 0;
                PriorityQueue<Node> queue = new PriorityQueue<Node>(8, new Comparator<Node>(){
                                 //override compare method
                 public int compare(Node i, Node j){
                    if(i.f_scores > j.f_scores){
                        return 1;
                    }

                    else if (i.f_scores < j.f_scores){
                        return -1;
                    }

                    else{
                        return 0;
                    }
                 }

                });

                //cost from start
                source.g_scores = 0;

                queue.add(source);

                boolean found = false;

                while((!queue.isEmpty()) && (!found)){

                        //the node in having the lowest f_score value
                        Node current = queue.poll();

                        explored.add(current);

                        //goal found
                        if(current.value.equals(goal.value)){
                                found = true;
                        }

                        //check every child of current node
                        for(Edge o : current.adjacencies){
                                Node child = o.target;
                                double cost = o.cost;
                                double temp_g_scores = current.g_scores + cost;
                                double temp_f_scores = temp_g_scores + child.h_scores;
                                level++;
                                /*if child node has been evaluated and 
                                the newer f_score is higher, skip*/

                                if((explored.contains(child)) && (temp_f_scores >= child.f_scores)  ) {
                                        level--;
                                        continue;
                                }

                                /*else if child node is not in queue or 
                                newer f_score is lower*/

                                else if((!queue.contains(child)) || (temp_f_scores < child.f_scores) && level == child.adancime){

                                        child.parent = current;
                                        child.g_scores = temp_g_scores;
                                        child.f_scores = temp_f_scores;

                                        if(queue.contains(child)){
                                                queue.remove(child);
                                                level--;
                                        }

                                        queue.add(child);
                                        level++;
                                }
                        }
                }
        }
}

class Node{
    public int adancime;
    public final String value;
    public double g_scores;
    public final double h_scores;
    public double f_scores = 0;
    public Edge[] adjacencies = new Edge[]{};
    public Node parent;

    public Node(String val, double hVal, int adaincime){
            value = val;
            h_scores = hVal;
            this.adancime = adaincime;
    }

    public String toString(){
            return value;
    }    
}

class Edge{
        public final double cost;
        public final Node target;

        public Edge[] adjacencies = new Edge[]{};

        public Edge(Node targetNode, double costVal){
                target = targetNode;
                cost = costVal;
        }
}
4

0 回答 0