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考研--二叉树

考研--二叉树

作者: 得力小泡泡 | 来源:发表于2021-09-12 15:34 被阅读0次

    1、叉树的层次遍历

    /**
     * Definition for a binary tree node.
     * struct TreeNode {
     *     int val;
     *     TreeNode *left;
     *     TreeNode *right;
     *     TreeNode() : val(0), left(nullptr), right(nullptr) {}
     *     TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
     *     TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
     * };
     */
    class Solution {
    public:
        vector<vector<int>> levelOrder(TreeNode* root) {
            vector<vector<int>> res;
            queue<TreeNode*> q;
            if(root) q.push(root);
            
            while(q.size())
            {
                vector<int> level;
                int len = q.size();
                for(int i = 0;i < len;i ++) {
                    TreeNode* t = q.front();
                    q.pop();
                    level.push_back(t->val);
                    if(t->left) q.push(t->left);
                    if(t->right) q.push(t->right);
                }
                res.push_back(level);
            }
            
            return res;
        }
    };
    

    2、前序遍历

    递归
    /**
     * Definition for a binary tree node.
     * struct TreeNode {
     *     int val;
     *     TreeNode *left;
     *     TreeNode *right;
     *     TreeNode() : val(0), left(nullptr), right(nullptr) {}
     *     TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
     *     TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
     * };
     */
    class Solution {
    public:
        vector<int> res;
        void dfs(TreeNode* root) {
            if(root) {
                res.push_back(root->val);
                dfs(root->left);
                dfs(root->right);
            }
        }
        vector<int> preorderTraversal(TreeNode* root) {
            dfs(root);
            return res;
        }
    };
    
    迭代
    /**
     * Definition for a binary tree node.
     * struct TreeNode {
     *     int val;
     *     TreeNode *left;
     *     TreeNode *right;
     *     TreeNode() : val(0), left(nullptr), right(nullptr) {}
     *     TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
     *     TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
     * };
     */
    class Solution {
    public:
        
        vector<int> preorderTraversal(TreeNode* root) {
            vector<int> res;
            TreeNode* p = root;
            stack<TreeNode*> stk;
            while(p || stk.size())
            {
                while(p) {
                    res.push_back(p->val);
                    stk.push(p);
                    p = p->left;
                }
                p = stk.top()->right;
                stk.pop();
            }
            return res;
        }
    };
    

    3、中序遍历

    递归
    /**
     * Definition for a binary tree node.
     * struct TreeNode {
     *     int val;
     *     TreeNode *left;
     *     TreeNode *right;
     *     TreeNode() : val(0), left(nullptr), right(nullptr) {}
     *     TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
     *     TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
     * };
     */
    class Solution {
    public:
        vector<int> res;
        void dfs(TreeNode* root)
        {
            if(root) {
                dfs(root->left);
                res.push_back(root->val);
                dfs(root->right);
            }
        }
        vector<int> inorderTraversal(TreeNode* root) {
            dfs(root);
            return res;
        }
    };
    
    迭代
    /**
     * Definition for a binary tree node.
     * struct TreeNode {
     *     int val;
     *     TreeNode *left;
     *     TreeNode *right;
     *     TreeNode() : val(0), left(nullptr), right(nullptr) {}
     *     TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
     *     TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
     * };
     */
    class Solution {
    public:
        vector<int> inorderTraversal(TreeNode* root) {
            vector<int> res;
            stack<TreeNode*> stk;
            TreeNode* p = root;
            while(p || stk.size())
            {
                while(p) {
                    stk.push(p);
                    p = p->left;
                }
                p = stk.top();
                stk.pop();
                res.push_back(p->val);
                p = p->right;
            }
            return res;
        }
    };
    

    4、后续遍历

    递归
    /**
     * Definition for a binary tree node.
     * struct TreeNode {
     *     int val;
     *     TreeNode *left;
     *     TreeNode *right;
     *     TreeNode() : val(0), left(nullptr), right(nullptr) {}
     *     TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
     *     TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
     * };
     */
    class Solution {
    public:
        vector<int> res;
        void dfs(TreeNode* root)
        {
            if(root)
            {
                dfs(root->left);
                dfs(root->right);
                res.push_back(root->val);
            }
        }
        vector<int> postorderTraversal(TreeNode* root) {
            dfs(root);
            return res;
        }
    };
    
    迭代

    后续遍历的做法如下:
    1、前序遍历的顺序:根,左,右
    2、可以根据类型前序遍历的思想,遍历出:根,右,左
    3、再通过 2 中遍历出来的顺序,通过反转得到后序遍历:左,右,根

    /**
     * Definition for a binary tree node.
     * struct TreeNode {
     *     int val;
     *     TreeNode *left;
     *     TreeNode *right;
     *     TreeNode() : val(0), left(nullptr), right(nullptr) {}
     *     TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
     *     TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
     * };
     */
    class Solution {
    public:
    
        vector<int> postorderTraversal(TreeNode* root) {
            vector<int> res;
            stack<TreeNode* > stk;
            TreeNode* p = root;
            while(p || stk.size())
            {
                while(p) {
                    res.push_back(p->val);
                    stk.push(p);
                    p = p->right;
                }
                p = stk.top()->left;
                stk.pop();
            }
            reverse(res.begin(), res.end());
            return res;
        }
    };
    

    5、前序遍历 + 中序遍历构建二叉树

    /**
     * Definition for a binary tree node.
     * struct TreeNode {
     *     int val;
     *     TreeNode *left;
     *     TreeNode *right;
     *     TreeNode() : val(0), left(nullptr), right(nullptr) {}
     *     TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
     *     TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
     * };
     */
    class Solution {
    public:
        unordered_map<int,  int> pos;
        TreeNode* build(vector<int>& preorder, vector<int>& inorder, int pl, int pr, int il, int ir)
        {
            if(pl > pr || il > ir) return NULL;
            TreeNode* root = new TreeNode(preorder[pl]);
            int k = pos[preorder[pl]];
            int len = k - il;
            root->left = build(preorder, inorder, pl + 1, pl + len, il, k - 1);
            root->right = build(preorder, inorder, pl + len + 1, pr, k + 1, ir);
            return root;
        }
        TreeNode* buildTree(vector<int>& preorder, vector<int>& inorder) {
            for(int i = 0 ;i < preorder.size();i ++) pos[inorder[i]] = i;
            return build(preorder, inorder, 0, preorder.size() - 1, 0, inorder.size() - 1);
        }
    };
    

    6、中序遍历 + 后序遍历构建二叉树

    /**
     * Definition for a binary tree node.
     * struct TreeNode {
     *     int val;
     *     TreeNode *left;
     *     TreeNode *right;
     *     TreeNode() : val(0), left(nullptr), right(nullptr) {}
     *     TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
     *     TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
     * };
     */
    class Solution {
    public:
        unordered_map<int, int> pos;
        TreeNode* build(vector<int> postorder, vector<int>& inorder, int pl, int pr, int il, int ir)
        {
            if(pl > pr || il > ir) return NULL;
            TreeNode* root = new TreeNode(postorder[pr]);
            int k = pos[postorder[pr]];
            int len = k - il;//len为前序的长度
            root->left = build(postorder, inorder, pl, pl + len - 1, il, k - 1);
            root->right = build(postorder, inorder, pl + len, pr - 1, k + 1, ir);
            return root;
        }
        TreeNode* buildTree(vector<int>& inorder, vector<int>& postorder) {
            for(int i = 0;i < inorder.size();i ++) pos[inorder[i]] = i;
            return build(postorder, inorder, 0, postorder.size() - 1, 0, inorder.size() - 1);
        }
    };
    

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