236. Lowest Common Ancestor of a Binary Tree

本文介绍了一种寻找二叉树中两给定节点的最低公共祖先(LCA)的有效算法。通过递归遍历左右子树并计数目标节点出现次数来定位LCA。示例说明了如何实现这一算法。

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leetcode

题目描述

Given a binary tree, find the lowest common ancestor (LCA) of two given nodes in the tree.

According to the definition of LCA on Wikipedia: “The lowest common ancestor is defined between two nodes v and w as the lowest node in T that has both v and w as descendants (where we allow a node to be a descendant of itself).”
(where we allow a node to be a descendant of itself).”

    _______3______
   /              \
___5___          ___1___
/     \          /     \
6     _2_       0       8
     /   \
     7   4

For example, the lowest common ancestor (LCA) of nodes 5 and 1 is 3. Another example is LCA of nodes 5 and 4 is 5, since a node can be a descendant of itself according to the LCA definition.

解题思路

如果找到该节点,则返回1,没有找到返回0,找到左边+右边=2的第一个点。因为其他公共子节点可能是左子树或者右子树为2,另一个子树为0。所以必须排除这种情况。我的出错地方在于应该判断两个节点相同,而不是判断两个节点的值相同。

代码

    TreeNode* lowestCommonAncestor(TreeNode* root,TreeNode* p, TreeNode* q) 
    {
        if(!root) return nullptr;
        TreeNode* ans = nullptr;
        int count = 0;
        CommonAncestor(root, p, q, ans, count);
        return ans;
    }
    void CommonAncestor(TreeNode* root, TreeNode* p, TreeNode* q, TreeNode*& ans, int& count)
    {
        if(!root) return;
        int lCount = 0, rCount = 0, curCount = 0;
        if(root == p || root == q) curCount = 1;
        CommonAncestor(root->left, p, q, ans, lCount);
        CommonAncestor(root->right, p, q, ans, rCount);
        count = curCount + lCount + rCount;
        if(lCount < 2 && rCount < 2 && count == 2)
        {
            ans = root;
            return;
        }   
    }
以下是C#中二叉树的lowest common ancestor的源代码: ```csharp using System; public class Node { public int value; public Node left; public Node right; public Node(int value) { this.value = value; this.left = null; this.right = null; } } public class BinaryTree { public Node root; public BinaryTree() { this.root = null; } public Node LowestCommonAncestor(Node node, int value1, int value2) { if (node == null) { return null; } if (node.value == value1 || node.value == value2) { return node; } Node left = LowestCommonAncestor(node.left, value1, value2); Node right = LowestCommonAncestor(node.right, value1, value2); if (left != null && right != null) { return node; } return (left != null) ? left : right; } } public class Program { public static void Main() { BinaryTree tree = new BinaryTree(); tree.root = new Node(1); tree.root.left = new Node(2); tree.root.right = new Node(3); tree.root.left.left = new Node(4); tree.root.left.right = new Node(5); tree.root.right.left = new Node(6); tree.root.right.right = new Node(7); Node lca = tree.LowestCommonAncestor(tree.root, 4, 5); Console.WriteLine("Lowest Common Ancestor of 4 and 5: " + lca.value); lca = tree.LowestCommonAncestor(tree.root, 4, 6); Console.WriteLine("Lowest Common Ancestor of 4 and 6: " + lca.value); lca = tree.LowestCommonAncestor(tree.root, 3, 4); Console.WriteLine("Lowest Common Ancestor of 3 and 4: " + lca.value); lca = tree.LowestCommonAncestor(tree.root, 2, 4); Console.WriteLine("Lowest Common Ancestor of 2 and 4: " + lca.value); } } ``` 在上面的代码中,我们定义了一个Node类和一个BinaryTree类。我们使用BinaryTree类来创建二叉树,并实现了一个LowestCommonAncestor方法来计算二叉树中给定两个节点的最近公共祖先。 在LowestCommonAncestor方法中,我们首先检查给定节点是否为null或与给定值之一匹配。如果是,则返回该节点。否则,我们递归地在左子树和右子树上调用LowestCommonAncestor方法,并检查它们的返回值。如果左子树和右子树的返回值都不为null,则当前节点是它们的最近公共祖先。否则,我们返回非null的那个子树的返回值。 在Main方法中,我们创建了一个二叉树,并测试了LowestCommonAncestor方法的几个不同输入。
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