我正在一个无向图上执行DFS,目标是获取我以后想要读出的所有集群。为此,我实例化了edges
类型为List<Tuple<int, int>>
,vertices
是一个简单的整数数组。DFS(graph, vertex)
返回整数的HashSet。问题是been循环中的最后一行,如何从已经访问过的edges
中删除所有元素?
using System;
using System.Collections.Generic;
using System.Collections;
using System.Linq;
public class Test {
static public void Main(String[] args)
{
var vertices = Enumerable.Range(0, 10).ToArray();
var edges = new List<Tuple<int, int>> {};
edges.Add(Tuple.Create(1, 4));
edges.Add(Tuple.Create(4, 1));
edges.Add(Tuple.Create(3, 5));
edges.Add(Tuple.Create(5, 3));
var graph = new Graph<int>(vertices, edges);
var algorithms = new GraphAlgorithms();
var visited = new List<HashSet<int>>();
// Apply DFS while there are clusters left
while (edges.Any())
{
visited.Add(algorithms.DFS(graph, edges[0].Item1));
edges.RemoveAll(node => visited.Contains(node));
}
}
}
下面是引用的类Graph
和GraphAlgorithms
,如果您想自己尝试的话:
using System;
using System.Collections.Generic;
public class Graph<T>
{
public Graph() {}
public Graph(IEnumerable<T> vertices, IEnumerable<Tuple<T,T>> edges)
{
foreach(var vertex in vertices)
AddVertex(vertex);
foreach(var edge in edges)
AddEdge(edge);
}
public Dictionary<T, HashSet<T>> AdjacencyList { get; } = new Dictionary<T, HashSet<T>>();
public void AddVertex(T vertex)
{
AdjacencyList[vertex] = new HashSet<T>();
}
public void AddEdge(Tuple<T,T> edge)
{
if (AdjacencyList.ContainsKey(edge.Item1) && AdjacencyList.ContainsKey(edge.Item2))
{
AdjacencyList[edge.Item1].Add(edge.Item2);
AdjacencyList[edge.Item2].Add(edge.Item1);
}
}
}
using System.Collections.Generic;
public class GraphAlgorithms {
public HashSet<T> DFS<T>(Graph<T> graph, T start) {
var visited = new HashSet<T>();
if (!graph.AdjacencyList.ContainsKey(start))
return visited;
var stack = new Stack<T>();
stack.Push(start);
while (stack.Count > 0) {
var vertex = stack.Pop();
if (visited.Contains(vertex))
continue;
visited.Add(vertex);
foreach(var neighbor in graph.AdjacencyList[vertex])
if (!visited.Contains(neighbor))
stack.Push(neighbor);
}
return visited;
}
}
任何帮助都是非常感谢的:)
我正在重新发布我以前的问题的编辑版本,我现在删除了这个问题,因为前面的问题缺少一个最小的可重复的例子。
发布于 2021-06-30 02:27:34
据我所见,您的visited
不应该是List<Hashset<int>>
,而应该是Hashset<int>
,所以您的代码将改为如下所示:
var visited = new HashSet<int>();
while(edges.Any())
{
visited.UnionWith(algorithms.DFS(graph, edges[0].Item1));
edges.RemoveAll(tuple => visited.Contains(tuple.Item1));
}
https://stackoverflow.com/questions/68192470
复制