目录

1. Dijkstra算法(单源最短路径,适用于无负权边)


最短路径算法是图论中的经典问题,主要有Dijkstra算法、Bellman-Ford算法和Floyd-Warshall算法等。下面我将用Java实现这几种常见的最短路径算法。

1. Dijkstra算法(单源最短路径,适用于无负权边)

import java.util.*;

public class Dijkstra {
    private static final int INF = Integer.MAX_VALUE;
    
    public static void dijkstra(int[][] graph, int start) {
        int n = graph.length;
        int[] dist = new int[n];
        boolean[] visited = new boolean[n];
        
        Arrays.fill(dist, INF);
        dist[start] = 0;
        
        for (int i = 0; i < n - 1; i++) {
            int u = minDistance(dist, visited);
            visited[u] = true;
            
            for (int v = 0; v < n; v++) {
                if (!visited[v] && graph[u][v] != 0 && dist[u] != INF 
                    && dist[u] + graph[u][v] < dist[v]) {
                    dist[v] = dist[u] + graph[u][v];
                }
            }
        }
        
        printSolution(dist);
    }
    
    private static int minDistance(int[] dist, boolean[] visited) {
        int min = INF, minIndex = -1;
        for (int v = 0; v < dist.length; v++) {
            if (!visited[v] && dist[v] <= min) {
                min = dist[v];
                minIndex = v;
            }
        }
        return minIndex;
    }
    
    private static void printSolution(int[] dist) {
        System.out.println("Vertex \t Distance from Source");
        for (int i = 0; i < dist.length; i++) {
            System.out.println(i + " \t\t " + dist[i]);
        }
    }
    
    public static void main(String[] args) {
        int[][] graph = new int[][] {
            {0, 4, 0, 0, 0, 0, 0, 8, 0},
            {4, 0, 8, 0, 0, 0, 0, 11, 0},
            {0, 8, 0, 7, 0, 4, 0, 0, 2},
            {0, 0, 7, 0, 9, 14, 0, 0, 0},
            {0, 0, 0, 9, 0, 10, 0, 0, 0},
            {0, 0, 4, 14, 10, 0, 2, 0, 0},
            {0, 0, 0, 0, 0, 2, 0, 1, 6},
            {8, 11, 0, 0, 0, 0, 1, 0, 7},
            {0, 0, 2, 0, 0, 0, 6, 7, 0}
        };
        
        dijkstra(graph, 0);
    }
}

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