前序中序构树

GitHub跳转原题关系图返回列表

前序首元素是根,用哈希表定位中序分界,递归构造区间。

OJ: leetcodecn

题目 ID: construct-binary-tree-from-preorder-and-inorder-traversal

难度:普及+/提高

标签:二叉树递归哈希表cpppython

日期: 2026-07-29 13:10

题意

根据前序和中序遍历结果构造二叉树。

思路

前序第一个为根,在中序中根左侧为左子树、右侧为右子树。哈希表加速定位。

代码

cpp
#include <bits/stdc++.h>
using namespace std;

struct TreeNode {
    int val;
    TreeNode *left, *right;

    TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
};

class Solution {
public:
    TreeNode *buildTree(vector<int> &pre, vector<int> &in) {
        unordered_map<int, int> pos;
        for (int i = 0; i < (int)in.size(); i++)
            pos[in[i]] = i;
        int idx = 0;
        // 中序区间 [l, r] 决定子树范围,前序指针依次给出每棵子树的根。
        function<TreeNode *(int, int)> build = [&](int l, int r) -> TreeNode * {
            if (l > r)
                return nullptr;
            int v = pre[idx++];
            int m = pos[v];
            TreeNode *root = new TreeNode(v);
            root->left = build(l, m - 1);
            root->right = build(m + 1, r);
            return root;
        };
        return build(0, in.size() - 1);
    }
};

int main() {
    ios::sync_with_stdio(false);
    cin.tie(nullptr);
    int n;
    cin >> n;
    vector<int> pre(n), in(n);
    for (int &x : pre)
        cin >> x;
    for (int &x : in)
        cin >> x;
    auto r = Solution().buildTree(pre, in);
    // 输出层序验证
    queue<TreeNode *> q;
    q.push(r);
    while (!q.empty()) {
        auto cur = q.front();
        q.pop();
        if (!cur) {
            cout << "-1 ";
            continue;
        }
        cout << cur->val << ' ';
        q.push(cur->left);
        q.push(cur->right);
    }
    return 0;
}
python
#!/usr/bin/env python3
from collections import deque
from typing import List, Optional


class TreeNode:
    def __init__(self, x):
        self.val = x
        self.left = self.right = None


class Solution:
    def buildTree(self, preorder: List[int], inorder: List[int]) -> Optional[TreeNode]:
        pos = {v: i for i, v in enumerate(inorder)}
        idx = 0

        def build(l, r):
            nonlocal idx
            if l > r:
                return None
            v = preorder[idx]
            idx += 1
            m = pos[v]
            root = TreeNode(v)
            root.left = build(l, m - 1)
            root.right = build(m + 1, r)
            return root

        return build(0, len(inorder) - 1)


def main():
    n = int(input())
    pre = list(map(int, input().split()))
    ino = list(map(int, input().split()))
    r = Solution().buildTree(pre, ino)
    q = deque([r])
    while q:
        cur = q.popleft()
        if not cur:
            print("-1", end=" ")
            continue
        print(cur.val, end=" ")
        q.append(cur.left)
        q.append(cur.right)


if __name__ == "__main__":
    main()

复杂度

时间 O(n),空间 O(n)。

总结

前序定根、中序分左右是二叉树递归构造的基本模型。