# 前序、中序、後序 ## 前、中、後 的命名由來 若在只有左右子節點的情況下,照慣例順序一定是先執行左、再執行右 當今天加入了parent節點,parent底下會長出左右兩個子節點的情況時 (left代號`左`、right代號`右`、parent剛好在左右子節點的中間,所以代號為`中`) 這個parent節點,相對於左右子節點來說,遍歷的順序要排在**最前、中間、還是最後**,就有了三種可能,於是分別對應到前序、中序、後序 前序 PreOrder: **中** -> 左 -> 右 中序 InOrder: 左 -> **中** -> 右 後序 PostOrder: 左 -> 右 -> **中** ## 在leetcode上執行 https://leetcode.com/problems/binary-tree-tilt/ ![](https://i.imgur.com/rrbQtaY.png) ``` # Definition for a binary tree node. # class TreeNode: # def __init__(self, val=0, left=None, right=None): # self.val = val # self.left = left # self.right = right class Solution: def findTilt(self, root: Optional[TreeNode]) -> int: def preOrder(node: TreeNode): if node: print(node.val) # noed自己的事情最先執行 preOrder(node.left) preOrder(node.right) def inOrder(node: TreeNode): if node: inOrder(node.left) print(node.val) # noed自己的事情在left完成後再執行 inOrder(node.right) def postOrder(node: TreeNode): if node: postOrder(node.left) postOrder(node.right) print(node.val) # noed自己的事情最後做 print("前序:") preOrder(root) print() print("中序:") inOrder(root) print() print("後序:") postOrder(root) print() ``` ![](https://i.imgur.com/o4SEi9J.png) `[1,2,3,4,5,null,6,7,8,null,null,9,10]` ### 輸出結果: ![](https://i.imgur.com/nERMlsS.png) ## 完整Python程式碼 ```python= class TreeNode: def __init__(self, val=0, left=None, right=None): self.val = val self.left = left self.right = right class Object: def preOrder(self, node: TreeNode): if node: print(node.val) # node自己的事情最先執行 self.preOrder(node.left) self.preOrder(node.right) def inOrder(self, node: TreeNode): if node: self.inOrder(node.left) print(node.val) # node自己的事情在left完成後再執行 self.inOrder(node.right) def postOrder(self, node: TreeNode): if node: self.postOrder(node.left) self.postOrder(node.right) print(node.val) # node自己的事情最後做 # 透過list資料格式來建立TreeNode # 這種方式保留了每個空元素(None)的位置,與Leetcode在計算Null數量時不一樣 # Leetcode中的Null節點底下不會再留位置 def createBTree(data, index): pNode = None if index < len(data): if data[index] == None: return pNode = TreeNode(data[index]) pNode.left = createBTree(data, 2 * index + 1) pNode.right = createBTree(data, 2 * index + 2) return pNode l = [1, 2, 3, 4, 5, None, 6, 7, 8, None, None, None, None, 9, 10] # 等價於Leetcode上的input輸入 [1,2,3,4,5,null,6,7,8,null,null,9,10] tree = createBTree(l, 0) obj = Object() obj.preOrder(tree) print("前序:") obj.preOrder(tree) print() print("中序:") obj.inOrder(tree) print() print("後序:") obj.postOrder(tree) print() ```