Postorder Traversal

出处

Given a binary tree, return the postorder traversal of its nodes' values.

For example:

Given binary tree {1,#,2,3},

   1
    \
     2
    /
   3

return [3,2,1].

Note: Recursive solution is trivial, could you do it iteratively?

Solution

  1. Iterative way (stack). Time: O(n), Space: O(n).
  2. Recursive solution. Time: O(n), Space: O(n).
  3. Threaded tree (Morris). Time: O(n), Space: O(n/1).

Complexity

见上

Code

/**
 * Definition for binary tree
 * public class TreeNode {
 *     int val;
 *     TreeNode left;
 *     TreeNode right;
 *     TreeNode(int x) { val = x; }
 * }
 */
public class Solution {
    public List<Integer> postorderTraversal_1(TreeNode root) {
        List<Integer> res = new ArrayList<Integer>();
        if (root == null) return res;
        Stack<TreeNode> stk = new Stack<TreeNode>();
        TreeNode cur = root;
        TreeNode pre = null;
        while (stk.isEmpty() == false || cur != null) {
            if (cur != null) {
                stk.push(cur);
                cur = cur.left;
            } else {
                TreeNode peak = stk.peek();
                if (peak.right != null && pre != peak.right) {
                    cur = peak.right;
                } else {
                    res.add(peak.val);
                    stk.pop();
                    pre = peak;
                }
            }
        }
        return res;
    }
    
    
    public List<Integer> postorderTraversal_2(TreeNode root) {
        List<Integer> res = new ArrayList<Integer>();
        if (root == null) return res;
        List<Integer> left = postorderTraversal(root.left);
        List<Integer> right = postorderTraversal(root.right);
        res.addAll(left);
        res.addAll(right);
        res.add(root.val);
        return res;
    }
    
    
    public List<Integer> postorderTraversal_3(TreeNode root) {
        List<Integer> res = new ArrayList<Integer>();
        if (root == null) return res;
        Stack<Integer> stk = new Stack<Integer>();
        TreeNode dummy = new TreeNode(-1);
        dummy.left = root;
        TreeNode cur = dummy;
        while (cur != null) {
            if (cur.left == null) {
                cur = cur.right;
            } else {
                TreeNode node = cur.left;
                while (node.right != null && node.right != cur)
                    node = node.right;
                if (node.right == null) {
                    node.right = cur;
                    cur = cur.left;
                } else {
                    TreeNode temp = cur.left;
                    while (temp != cur) {
                        stk.push(temp.val);
                        temp = temp.right;
                    }
                    while (stk.isEmpty() == false) res.add(stk.pop());
                    node.right = null;
                    cur = cur.right;
                }
            }
        }
        return res;
    }
}