1. 程式人生 > 實用技巧 >有向圖中基於深度優先搜尋的頂點排序

有向圖中基於深度優先搜尋的頂點排序

有向圖中基於深度優先搜尋的頂點排序:

  • 前序:在遞迴呼叫之前將頂點加入佇列
  • 後序:在遞迴呼叫之後將頂點加入佇列
  • 逆後序:在遞迴呼叫之後將頂點壓入

程式碼:

public class DepthFirstOrder {
    private boolean[] marked;          // marked[v] = has v been marked in dfs?
    private int[] pre;                 // pre[v]    = preorder  number of v
    private int[] post;                //
post[v] = postorder number of v private Queue<Integer> preorder; // vertices in preorder private Queue<Integer> postorder; // vertices in postorder private int preCounter; // counter or preorder numbering private int postCounter; // counter for postorder numbering
/** * Determines a depth-first order for the digraph {@code G}. * @param G the digraph */ public DepthFirstOrder(Digraph G) { pre = new int[G.V()]; post = new int[G.V()]; postorder = new Queue<Integer>(); preorder = new Queue<Integer>(); marked
= new boolean[G.V()]; for (int v = 0; v < G.V(); v++) if (!marked[v]) dfs(G, v); assert check(); } /** * Determines a depth-first order for the edge-weighted digraph {@code G}. * @param G the edge-weighted digraph */ public DepthFirstOrder(EdgeWeightedDigraph G) { pre = new int[G.V()]; post = new int[G.V()]; postorder = new Queue<Integer>(); preorder = new Queue<Integer>(); marked = new boolean[G.V()]; for (int v = 0; v < G.V(); v++) if (!marked[v]) dfs(G, v); } // run DFS in digraph G from vertex v and compute preorder/postorder private void dfs(Digraph G, int v) { marked[v] = true; pre[v] = preCounter++; preorder.enqueue(v); for (int w : G.adj(v)) { if (!marked[w]) { dfs(G, w); } } postorder.enqueue(v); post[v] = postCounter++; } // run DFS in edge-weighted digraph G from vertex v and compute preorder/postorder private void dfs(EdgeWeightedDigraph G, int v) { marked[v] = true; pre[v] = preCounter++; preorder.enqueue(v); for (DirectedEdge e : G.adj(v)) { int w = e.to(); if (!marked[w]) { dfs(G, w); } } postorder.enqueue(v); post[v] = postCounter++; } /** * Returns the preorder number of vertex {@code v}. * @param v the vertex * @return the preorder number of vertex {@code v} * @throws IllegalArgumentException unless {@code 0 <= v < V} */ public int pre(int v) { validateVertex(v); return pre[v]; } /** * Returns the postorder number of vertex {@code v}. * @param v the vertex * @return the postorder number of vertex {@code v} * @throws IllegalArgumentException unless {@code 0 <= v < V} */ public int post(int v) { validateVertex(v); return post[v]; } /** * Returns the vertices in postorder. * @return the vertices in postorder, as an iterable of vertices */ public Iterable<Integer> post() { return postorder; } /** * Returns the vertices in preorder. * @return the vertices in preorder, as an iterable of vertices */ public Iterable<Integer> pre() { return preorder; } /** * Returns the vertices in reverse postorder. * @return the vertices in reverse postorder, as an iterable of vertices */ public Iterable<Integer> reversePost() { Stack<Integer> reverse = new Stack<Integer>(); for (int v : postorder) reverse.push(v); return reverse; } // check that pre() and post() are consistent with pre(v) and post(v) private boolean check() { // check that post(v) is consistent with post() int r = 0; for (int v : post()) { if (post(v) != r) { StdOut.println("post(v) and post() inconsistent"); return false; } r++; } // check that pre(v) is consistent with pre() r = 0; for (int v : pre()) { if (pre(v) != r) { StdOut.println("pre(v) and pre() inconsistent"); return false; } r++; } return true; } // throw an IllegalArgumentException unless {@code 0 <= v < V} private void validateVertex(int v) { int V = marked.length; if (v < 0 || v >= V) throw new IllegalArgumentException("vertex " + v + " is not between 0 and " + (V-1)); } /** * Unit tests the {@code DepthFirstOrder} data type. * * @param args the command-line arguments */ public static void main(String[] args) { In in = new In(args[0]); Digraph G = new Digraph(in); DepthFirstOrder dfs = new DepthFirstOrder(G); StdOut.println(" v pre post"); StdOut.println("--------------"); for (int v = 0; v < G.V(); v++) { StdOut.printf("%4d %4d %4d\n", v, dfs.pre(v), dfs.post(v)); } StdOut.print("Preorder: "); for (int v : dfs.pre()) { StdOut.print(v + " "); } StdOut.println(); StdOut.print("Postorder: "); for (int v : dfs.post()) { StdOut.print(v + " "); } StdOut.println(); StdOut.print("Reverse postorder: "); for (int v : dfs.reversePost()) { StdOut.print(v + " "); } StdOut.println(); } }