• 【LeetCode & 剑指offer刷题】树题3:68 树中两个节点的最低公共祖先


    【LeetCode & 剑指offer 刷题笔记】目录(持续更新中...)

    68 树中两个节点的最低公共祖先

    题目:

    求树中两个结点的最低公共祖先

    思路:

    考虑一下几种情况:
    1、该树为二叉搜索树
    二叉搜索树是排序树,位于左子树点的结点都比父结点小,而位于右子树的结点都比父结点大,只需要从树的根结点开始两个输入的结点进行比较
    如果当前结点的值比两个结点的值都大,那么最低的公共父结点一定在左子树,下一步就是遍历左子树;
    如果当前结点的值比两个结点的值都小,那么最低的公共父结点一定在右子树;下一步就是遍历右子树;
    如果当前结点的值介于两个结点的值之间,那么它就是两个结点的公共父结点第一个找到的就是最低的公共父结点
     
    235. Lowest Common Ancestor of a Binary Search Tree
    Given a binary search tree (BST), find the lowest common ancestor (LCA) of two given nodes in the BST.
    According to the definition of LCA on Wikipedia: “The lowest common ancestor is defined between two nodes p and q as the lowest node in T that has both p and q as descendants (where we allow a node to be a descendant of itself).”
    Given binary search tree:  root = [6,2,8,0,4,7,9,null,null,3,5]
    Example 1:
    Input: root = [6,2,8,0,4,7,9,null,null,3,5], p = 2, q = 8
    Output: 6
    Explanation: The LCA of nodes 2 and 8 is 6.
    Example 2:
    Input: root = [6,2,8,0,4,7,9,null,null,3,5], p = 2, q = 4
    Output: 2
    Explanation: The LCA of nodes 2 and 4 is 2, since a node can be a descendant of itself
    according to the LCA definition.
    Note:
    • All of the nodes' values will be unique.
    • p and q are different and both values will exist in the BST.

     
     
    /**
     * Definition for a binary tree node.
     * struct TreeNode {
     *     int val;
     *     TreeNode *left;
     *     TreeNode *right;
     *     TreeNode(int x) : val(x), left(NULL), right(NULL) {}
     * };
     */
    /*
    问题:二叉搜索树的最低公共祖先
    方法:递归法
    如果根节点的值大于p和q之间的较大值,说明p和q都在左子树中,那么此时我们就进入根节点的左子节点继续递归,如果根节点小于p和q之间的较小值,说明p和q都在右子树中,那么此时我们就进入根节点的右子节点继续递归,如果都不是,则说明当前根节点就是最小共同父节点,直接返回即可
    */
    class Solution
    {
    public:
        TreeNode* lowestCommonAncestor(TreeNode* root, TreeNode* p, TreeNode* q)
        {
            if (!root)  //空结点时返回空
                return nullptr;
           
            //从根结点开始递归
            if (root->val > max(p->val, q->val)) //如果p,q在当前结点左子树,则对左子树遍历
                return lowestCommonAncestor(root->left, p, q);
            else if (root->val < min(p->val, q->val)) //如果p,q在当前结点右子树,则对右子树遍历
                return lowestCommonAncestor(root->right, p, q);
            else //如果当前结点在p,q之间,则为最低公共父结点(因为从上往下在遍历,故遇到的第一个满足此条件的就是)
                return root;
        }
    };
    2、该树为二叉树,结点中有指向父结点的指针
    有了父结点,就可以找到任意结点到根结点的路径;因此:
    分别找到从两个结点开始到根结点的路径,即两个链表
    然后找到两个链表的第一个公共结点,就是最低的公共父结点
    3、该树为普通的树
    从根结点开始,dfs,分别找到到达两个结点的路径;
    然后找到两条路径的最后一个公共结点,就是最低的公共父结点;
     
    Lowest Common Ancestor of a Binary Tree
    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 p and q as the lowest node in T that has both p and q as descendants (where we allow a node to be a descendant of itself).”
    Given the following binary tree:  root = [3,5,1,6,2,0,8,null,null,7,4]
    Example 1:
    Input: root = [3,5,1,6,2,0,8,null,null,7,4], p = 5, q = 1
    Output: 3
    Explanation: The LCA of of nodes 5 and 1 is 3.
    Example 2:
    Input: root = [3,5,1,6,2,0,8,null,null,7,4], p = 5, q = 4
    Output: 5
    Explanation: The LCA of nodes 5 and 4 is 5, since a node can be a descendant of itself
    according to the LCA definition.
    Note:
    • All of the nodes' values will be unique.
    • p and q are different and both values will exist in the binary tree.

    C++
     
    /**
     * Definition for a binary tree node.
     * struct TreeNode {
     *     int val;
     *     TreeNode *left;
     *     TreeNode *right;
     *     TreeNode(int x) : val(x), left(NULL), right(NULL) {}
     * };
     */
    /*
    问题:普通二叉树的最低公共祖先
    方法:递归法
    这道题是普通是二叉树,不是二叉搜索树,所以就不能利用其特有的性质,所以我们只能在二叉树中来搜索p和q,从左右子树中分别找p,q,如果对于某个结点,左右分别有p,q,则说明该结点为最低公共祖先
    题目中没有明确说明p和q是否是树中的节点,如果不是,应该返回NULL,而下面的方法就不正确了
     
    不好理解
    */
    class Solution
    {
    public:
        TreeNode* lowestCommonAncestor(TreeNode* root, TreeNode* p, TreeNode* q)
        {
           if (root == nullptr || p == root || q == root) //如果p==root或者q==root,说明找到了p和q
               return root;
           
           TreeNode *left = lowestCommonAncestor(root->left, p, q); //找左子树中是否存在p或q,存在时返回p或q或者p,q的祖先结点,不存在时返回nullptr
           TreeNode *right = lowestCommonAncestor(root->right, p , q); //找右子树中是否存在p或q
          
            if (left && right)  //left和right分别有p或q,则其父结点root为p,q的最低公共祖先
                return root;
            else
                return left ? left : right; //left同时有p,q,则left为公共祖先,(若left为空,则right为公共祖先)
        }
    };
     
    /*
    改进:在找完左子树的共同父节点时如果结果存在,且不是p或q,
    那么不用再找右子树了,直接返回这个结果即可,同理,对找完右子树的结果做同样处理,参见代码如下:
    */
    class Solution
    {
    public:
        TreeNode* lowestCommonAncestor(TreeNode* root, TreeNode* p, TreeNode* q)
        {
           if (!root || p == root || q == root)
                return root;
          
           TreeNode *left = lowestCommonAncestor(root->left, p, q);
           if (left && left != p && left != q) return left//如果left不为空且不是p或q,则其为公共祖先
          
           TreeNode *right = lowestCommonAncestor(root->right, p , q);
           if (right && right != p && right != q) return right;
          
           if(left && right) //left和right分别有p或q,则其父结点root为p,q的最低公共祖先
                return root;
           else 
                 return left ? left : right;
        }
    };
     
     
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  • 原文地址:https://www.cnblogs.com/wikiwen/p/10225780.html
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