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一篇文章搞定面试中的二叉树题目(java实现)

10月15日 收藏 0 评论 6 java开发

一篇文章搞定面试中的二叉树题目(java实现)

最近总结了一些数据结构和算法相关的题目，这是第一篇文章，关于二叉树的。
先上二叉树的数据结构：

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class TreeNode{
    int val;
    //左孩子
    TreeNode left;
    //右孩子
    TreeNode right;
}

二叉树的题目普遍可以用递归和迭代的方式来解

1.求二叉树的最大深度

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int maxDeath(TreeNode node){
    if(node==null){
        return 0;
    }
    int left = maxDeath(node.left);
    int right = maxDeath(node.right);
    return Math.max(left,right) + 1;
}

2.求二叉树的最小深度

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int getMinDepth(TreeNode root){
        if(root == null){
            return 0;
        }
        return getMin(root);
    }
    int getMin(TreeNode root){
        if(root == null){
            return Integer.MAX_VALUE;
        }
        if(root.left == null&&root.right == null){
            return 1;
        }
        return Math.min(getMin(root.left),getMin(root.right)) + 1;
    }

3,求二叉树中节点的个数

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int numOfTreeNode(TreeNode root){
        if(root == null){
            return 0;
             
        }
        int left = numOfTreeNode(root.left);
        int right = numOfTreeNode(root.right);
        return left + right + 1;
    }

4,求二叉树中叶子节点的个数

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int numsOfNoChildNode(TreeNode root){
        if(root == null){
            return 0;
        }
        if(root.left==null&&root.right==null){
            return 1;
        }
        return numsOfNodeTreeNode(root.left)+numsOfNodeTreeNode(root.right);
         
    }

5.求二叉树中第k层节点的个数

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int numsOfkLevelTreeNode(TreeNode root,int k){
            if(root == null||k<1){
                return 0;
            }
            if(k==1){
                return 1;
            }
            int numsLeft = numsOfkLevelTreeNode(root.left,k-1);
            int numsRight = numsOfkLevelTreeNode(root.right,k-1);
            return numsLeft + numsRight;
        }

6.判断二叉树是否是平衡二叉树

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boolean isBalanced(TreeNode node){
        return maxDeath2(node)!=-1;
    }
    int maxDeath2(TreeNode node){
        if(node == null){
            return 0;
        }
        int left = maxDeath2(node.left);
        int right = maxDeath2(node.right);
        if(left==-1||right==-1||Math.abs(left-right)>1){
            return -1;
        }
        return Math.max(left, right) + 1;
    }

7.判断二叉树是否是完全二叉树

什么是完全二叉树呢？参见

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boolean isCompleteTreeNode(TreeNode root){
        if(root == null){
            return false;
        }
        Queue<TreeNode> queue = new LinkedList<TreeNode>();
        queue.add(root);
        boolean result = true;
        boolean hasNoChild = false;
        while(!queue.isEmpty()){
            TreeNode current = queue.remove();
            if(hasNoChild){
                if(current.left!=null||current.right!=null){
                    result = false;
                    break;
                }
            }else{
                if(current.left!=null&¤t.right!=null){
                    queue.add(current.left);
                    queue.add(current.right);
                }else if(current.left!=null&¤t.right==null){
                    queue.add(current.left);
                    hasNoChild = true;
                     
                }else if(current.left==null&¤t.right!=null){
                    result = false;
                    break;
                }else{
                    hasNoChild = true;
                }
            }
             
        }
        return result;
    }

8.两个二叉树是否完全相同

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boolean isSameTreeNode(TreeNode t1,TreeNode t2){
        if(t1==null&&t2==null){
            return true;
        }
        else if(t1==null||t2==null){
            return false;
        }
        if(t1.val != t2.val){
            return false;
        }
        boolean left = isSameTreeNode(t1.left,t2.left);
        boolean right = isSameTreeNode(t1.right,t2.right);
        return left&&right;
         
    }

9.两个二叉树是否互为镜像

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boolean isMirror(TreeNode t1,TreeNode t2){
        if(t1==null&&t2==null){
            return true;
        }
        if(t1==null||t2==null){
            return false;
        }
        if(t1.val != t2.val){
            return false;
        }
        return isMirror(t1.left,t2.right)&&isMirror(t1.right,t2.left);
         
    }

10.翻转二叉树or镜像二叉树

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TreeNode mirrorTreeNode(TreeNode root){
        if(root == null){
            return null;
        }
        TreeNode left = mirrorTreeNode(root.left);
        TreeNode right = mirrorTreeNode(root.right);
        root.left = right;
        root.right = left;
        return root;
    }

11.求两个二叉树的最低公共祖先节点

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TreeNode getLastCommonParent(TreeNode root,TreeNode t1,TreeNode t2){
        if(findNode(root.left,t1)){
            if(findNode(root.right,t2)){
                return root;
            }else{
                return getLastCommonParent(root.left,t1,t2);
            }
        }else{
            if(findNode(root.left,t2)){
                return root;
            }else{
                return getLastCommonParent(root.right,t1,t2)
            }
        }
    }
    // 查找节点node是否在当前 二叉树中
    boolean findNode(TreeNode root,TreeNode node){
        if(root == null || node == null){
            return false;
        }
        if(root == node){
            return true;
        }
        boolean found = findNode(root.left,node);
        if(!found){
            found = findNode(root.right,node);
        }
        return found;
    }

12.二叉树的前序遍历

迭代解法

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ArrayList<Integer> preOrder(TreeNode root){
        Stack<TreeNode> stack = new Stack<TreeNode>();
        ArrayList<Integer> list = new ArrayList<Integer>();
        if(root == null){
            return list;
        }
        stack.push(root);
        while(!stack.empty()){
            TreeNode node = stack.pop();
            list.add(node.val);
            if(node.right!=null){
                stack.push(node.right);
            }
            if(node.left != null){
                stack.push(node.left);
            }
             
        }
        return list;
    }

递归解法

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ArrayList<Integer> preOrderReverse(TreeNode root){
        ArrayList<Integer> result = new ArrayList<Integer>();
        preOrder2(root,result);
        return result;
         
    }
    void preOrder2(TreeNode root,ArrayList<Integer> result){
        if(root == null){
            return;
        }
        result.add(root.val);
        preOrder2(root.left,result);
        preOrder2(root.right,result);
    }

13.二叉树的中序遍历

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ArrayList<Integer> inOrder(TreeNode root){
        ArrayList<Integer> list = new ArrayList<<Integer>();
        Stack<TreeNode> stack = new Stack<TreeNode>();
        TreeNode current = root;
        while(current != null|| !stack.empty()){
            while(current != null){
                stack.add(current);
                current = current.left;
            }
            current = stack.peek();
            stack.pop();
            list.add(current.val);
            current = current.right;
             
        }
        return list;
         
    }

14.二叉树的后序遍历

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ArrayList<Integer> postOrder(TreeNode root){
        ArrayList<Integer> list = new ArrayList<Integer>();
        if(root == null){
            return list;
        }
        list.addAll(postOrder(root.left));
        list.addAll(postOrder(root.right));
        list.add(root.val);
        return list;
    }

15.前序遍历和后序遍历构造二叉树

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TreeNode buildTreeNode(int[] preorder,int[] inorder){
        if(preorder.length!=inorder.length){
            return null;
        }
        return myBuildTree(inorder,0,inorder.length-1,preorder,0,preorder.length-1);
    }
    TreeNode myBuildTree(int[] inorder,int instart,int inend,int[] preorder,int prestart,int preend){
        if(instart>inend){
            return null;
        }
        TreeNode root = new TreeNode(preorder[prestart]);
        int position = findPosition(inorder,instart,inend,preorder[start]);
        root.left = myBuildTree(inorder,instart,position-1,preorder,prestart+1,prestart+position-instart);
        root.right = myBuildTree(inorder,position+1,inend,preorder,position-inend+preend+1,preend);
        return root;
    }
    int findPosition(int[] arr,int start,int end,int key){
        int i;
        for(i = start;i<=end;i++){
            if(arr[i] == key){
                return i;
            }
        }
        return -1;
    }

16.在二叉树中插入节点

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TreeNode insertNode(TreeNode root,TreeNode node){
        if(root == node){
            return node;
        }
        TreeNode tmp = new TreeNode();
        tmp = root;
        TreeNode last = null;
        while(tmp!=null){
            last = tmp;
            if(tmp.val>node.val){
                tmp = tmp.left;
            }else{
                tmp = tmp.right;
            }
        }
        if(last!=null){
            if(last.val>node.val){
                last.left = node;
            }else{
                last.right = node;
            }
        }
        return root;
    }

17.输入一个二叉树和一个整数，打印出二叉树中节点值的和等于输入整数所有的路径

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void findPath(TreeNode r,int i){
        if(root == null){
            return;
        }
        Stack<Integer> stack = new Stack<Integer>();
        int currentSum = 0;
        findPath(r, i, stack, currentSum);
         
    }
    void findPath(TreeNode r,int i,Stack<Integer> stack,int currentSum){
        currentSum+=r.val;
        stack.push(r.val);
        if(r.left==null&&r.right==null){
            if(currentSum==i){
                for(int path:stack){
                    System.out.println(path);
                }
                 
            }
        }
        if(r.left!=null){
            findPath(r.left, i, stack, currentSum);
        }
        if(r.right!=null){
            findPath(r.right, i, stack, currentSum);
        }
        stack.pop();
    }

18.二叉树的搜索区间

给定两个值 k1 和 k2（k1 < k2）和一个二叉查找树的根节点。找到树中所有值在 k1 到 k2 范围内的节点。即打印所有x (k1 <= x <= k2) 其中 x 是二叉查找树的中的节点值。返回所有升序的节点值。

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ArrayList<Integer> result;
    ArrayList<Integer> searchRange(TreeNode root,int k1,int k2){
        result = new ArrayList<Integer>();
        searchHelper(root,k1,k2);
        return result;
    }
    void searchHelper(TreeNode root,int k1,int k2){
        if(root == null){
            return;
        }
        if(root.val>k1){
            searchHelper(root.left,k1,k2);
        }
        if(root.val>=k1&&root.val<=k2){
            result.add(root.val);
        }
        if(root.val<k2){
            searchHelper(root.right,k1,k2);
        }
    }

19.二叉树的层次遍历

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ArrayList<ArrayList<Integer>> levelOrder(TreeNode root){
        ArrayList<ArrayList<Integer>> result = new ArrayList<ArrayList<Integer>>();
        if(root == null){
            return result;
        }
        Queue<TreeNode> queue = new LinkedList<TreeNode>();
        queue.offer(root);
        while(!queue.isEmpty()){
            int size = queue.size();
            ArrayList<<Integer> level = new ArrayList<Integer>():
            for(int i = 0;i < size ;i++){
                TreeNode node = queue.poll();
                level.add(node.val);
                if(node.left != null){
                    queue.offer(node.left);
                }
                if(node.right != null){
                    queue.offer(node.right);
                }
            }
            result.add(Level);
        }
        return result;
    }

20.二叉树内两个节点的最长距离

二叉树中两个节点的最长距离可能有三种情况：
1.左子树的最大深度+右子树的最大深度为二叉树的最长距离
2.左子树中的最长距离即为二叉树的最长距离
3.右子树种的最长距离即为二叉树的最长距离
因此，递归求解即可

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private static class Result{ 
    int maxDistance; 
    int maxDepth; 
    public Result() { 
    } 
   
    public Result(int maxDistance, int maxDepth) { 
        this.maxDistance = maxDistance; 
        this.maxDepth = maxDepth; 
    } 
} 
    int getMaxDistance(TreeNode root){
      return getMaxDistanceResult(root).maxDistance;
    }
    Result getMaxDistanceResult(TreeNode root){
        if(root == null){
            Result empty = new Result(0,-1);
            return empty;
        }
        Result lmd = getMaxDistanceResult(root.left);
        Result rmd = getMaxDistanceResult(root.right);
        Result result = new Result();
        result.maxDepth = Math.max(lmd.maxDepth,rmd.maxDepth) + 1;
        result.maxDistance = Math.max(lmd.maxDepth + rmd.maxDepth,Math.max(lmd.maxDistance,rmd.maxDistance));
        return result;
    }

21.不同的二叉树

给出 n，问由 1...n 为节点组成的不同的二叉查找树有多少种？


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int numTrees(int n ){
        int[] counts = new int[n+2];
        counts[0] = 1;
        counts[1] = 1;
        for(int i = 2;i<=n;i++){
            for(int j = 0;j<i;j++){
                counts[i] += counts[j] * counts[i-j-1];
            }
        }
        return counts[n];
    }

22.判断二叉树是否是合法的二叉查找树(BST)

一棵BST定义为：
节点的左子树中的值要严格小于该节点的值。
节点的右子树中的值要严格大于该节点的值。
左右子树也必须是二叉查找树。
一个节点的树也是二叉查找树。

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public int lastVal = Integer.MAX_VALUE;
    public boolean firstNode = true;
    public boolean isValidBST(TreeNode root) {
        // write your code here
        if(root==null){
            return true;
        }
        if(!isValidBST(root.left)){
            return false;
        }
        if(!firstNode&&lastVal >= root.val){
            return false;
        }
        firstNode = false;
        lastVal = root.val;
        if (!isValidBST(root.right)) {
            return false;
        }
        return true;
    }

深刻的理解这些题的解法思路，在面试中的二叉树题目就应该没有什么问题。

C 6条回复 评论
半个朋友

简单易懂，很容易理解，谢谢

发表于 2021-09-13 21:45:00
0 0
下雨天睡觉

老师讲得真好，通俗易懂

发表于 2021-09-13 15:05:00
0 0
SLawliet

等了好久，终于开放投递通道了

发表于 2021-09-12 15:15:00
0 0
雾岛残月

不错

发表于 2021-09-10 20:55:00
0 0
哒哒哒哒哒

太强了，学完框架再回来看

发表于 2021-09-08 22:15:00
0 0
凡人多烦事

感谢前辈

发表于 2021-09-08 16:45:01
0 0
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