Auto Saved.Type here...(Markdown is enabled)​382. Linked List Random Node

    xiaoxiao2021-12-14  38

    Given a singly linked list, return a random node's value from the linked list. Each node must have the same probability of being chosen.

    Follow up: What if the linked list is extremely large and its length is unknown to you? Could you solve this efficiently without using extra space?

    Example:

    // Init a singly linked list [1,2,3]. ListNode head = new ListNode(1); head.next = new ListNode(2); head.next.next = new ListNode(3); Solution solution = new Solution(head); // getRandom() should return either 1, 2, or 3 randomly. Each element should have equal probability of returning. solution.getRandom();

    分析:随机 采样:从  刚开始开始,首先定义一个变量,用于记录到目前为止已有多少个元素,然后利用随机算法从[0,n)中随机生成一个整数,若其等于0,则表示取当前节点,取当前节点的概率为1/n。其它的几点为1/(n-1)*(1-1/n),因此其是等概率的。

    /** * Definition for singly-linked list. * public class ListNode { * int val; * ListNode next; * ListNode(int x) { val = x; } * } */ public class Solution { ListNode head; Random randomGenerator = null; /** @param head The linked list's head. Note that the head is guaranteed to be not null, so it contains at least one node. */ public Solution(ListNode head) { this.head=head; this.randomGenerator=new Random(); } /** Returns a random node's value. */ public int getRandom() { if(head.next==null) return head.val; int ans=head.val; ListNode current=head; for(int n=1;current!=null;n++){ if(randomGenerator.nextInt(n)==0) ans=current.val; current=current.next; } return ans; } } /** * Your Solution object will be instantiated and called as such: * Solution obj = new Solution(head); * int param_1 = obj.getRandom(); */

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