清华突破计算机科学60年瓶颈,最短路径算法分析 Java实现 小白入手 (五)
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目录
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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