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  • 1557. Minimum Number of Vertices to Reach All Nodes

    Given a directed acyclic graph, with n vertices numbered from 0 to n-1, and an array edges where edges[i] = [fromi, toi] represents a directed edge from node fromi to node toi.

    Find the smallest set of vertices from which all nodes in the graph are reachable. It's guaranteed that a unique solution exists.

    Notice that you can return the vertices in any order.

    Example 1:

    Input: n = 6, edges = [[0,1],[0,2],[2,5],[3,4],[4,2]]
    Output: [0,3]
    Explanation: It's not possible to reach all the nodes from a single vertex. From 0 we can reach [0,1,2,5]. From 3 we can reach [3,4,2,5]. So we output [0,3].

    Example 2:

    Input: n = 5, edges = [[0,1],[2,1],[3,1],[1,4],[2,4]]
    Output: [0,2,3]
    Explanation: Notice that vertices 0, 3 and 2 are not reachable from any other node, so we must include them. Also any of these vertices can reach nodes 1 and 4.
    

    Constraints:

    • 2 <= n <= 10^5
    • 1 <= edges.length <= min(10^5, n * (n - 1) / 2)
    • edges[i].length == 2
    • 0 <= fromi, toi < n
    • All pairs (fromi, toi) are distinct.

    老union find了,回顾一下,unionfind是一个算法/数据结构,用来查找某个节点的祖先,以及把两个节点关联(union)起来。最后把所有独立的祖先找出来

    这题和547 friend cycle有点像

    class Solution {
        public List<Integer> findSmallestSetOfVertices(int n, List<List<Integer>> edges) {
            Set<Integer> set = new HashSet();
            boolean[] hasparent = new boolean[n];
            int[] anc = new int[n];
            for(int i = 0; i < n; i++) anc[i] = i;
            for(List<Integer> list : edges) {
                if(!hasparent[list.get(1)]) {
                    union(list.get(1), list.get(0), anc);
                    hasparent[list.get(1)] = true;
                }
                
            }
            for(int i = 0; i < n; i++) {
                set.add(find(anc, i));
            }
            return new ArrayList(set);
        }
        
        public int find(int[] anc, int x) {
            if(x != anc[x]) anc[x] = find(anc, anc[x]);
            return anc[x];
        }
        
        public void union(int x, int y, int[] anc) {
            int a = anc[x];
            int b = anc[y];
            anc[a] = b;
        }
    }

    有点注意的是可能节点的parent不止一个,我们就先到先得吧,设置一个used数组。

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  • 原文地址:https://www.cnblogs.com/wentiliangkaihua/p/13584693.html
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