本文實例講述了Python二叉樹定義與遍歷方法。分享給大家供大家參考,具體如下:
二叉樹基本概述:
二叉樹是有限個元素的幾個,如果為空則為空二叉樹,或者有一個結點稱之為根節點,分列根節點兩側的為二叉樹的左右子節點,二叉樹有如下的性質:
1. 二叉樹的每個結點不存在度大于2的結點
2. 二叉樹的第i層至多有2^{i-1}個結點
3. 深度為k的二叉樹至多有2^k - 1個結點
4. 二叉樹中,度為0的結點數N0比度為2的結點數N2大1,即存在N2 + 1 = N0
Python代碼:
#coding:utf-8'BiTree'class Node(object): 'Node Defination' def __init__(self,item): self.item = item self.left = None self.right = Noneclass Tree(object): 'Bitree Defination' def __init__(self): self.root = None def add(self,item): node = Node(item) if self.root is None: self.root = node else: q = [self.root] while True: pop_node = q.pop(0) if pop_node.left is None: pop_node.left = node return elif pop_node.right is None: pop_node.right = node return else: q.append(pop_node.left) q.append(pop_node.right) def traverse(self):#層次遍歷 if self.root is None: return None q = [self.root] res = [self.root.item] while q != []: pop_node = q.pop(0) if pop_node.left is not None: q.append(pop_node.left) res.append(pop_node.left.item) if pop_node.right is not None: q.append(pop_node.right) res.append(pop_node.right.item) return res def preorder(self,root): #先序遍歷 if root is None: return [] result = [root.item] left_item = self.preorder(root.left) right_item = self.preorder(root.right) return result + left_item + right_item def inorder(self,root): #中序遍歷 if root is None: return [] result = [root.item] left_item = self.inorder(root.left) right_item = self.inorder(root.right) return left_item + result + right_item def postorder(self,root): #后序遍歷 if root is None: return [] result = [root.item] left_item = self.postorder(root.left) right_item = self.postorder(root.right) return left_item + right_item + resultif __name__=='__main__': t = Tree() for i in range(10): t.add(i) print "層序遍歷:",t.traverse() print "先序遍歷:",t.preorder(t.root) print "中序遍歷:",t.inorder(t.root) print "后序遍歷:",t.postorder(t.root)
輸出結果:
層序遍歷: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]
先序遍歷: [0, 1, 3, 7, 8, 4, 9, 2, 5, 6]
中序遍歷: [7, 3, 8, 1, 9, 4, 0, 5, 2, 6]
后序遍歷: [7, 8, 3, 9, 4, 1, 5, 6, 2, 0]
這里對于
if __name__=='__main__':“Make a script both importable and executable”
意思就是說讓你寫的腳本模塊既可以導入到別的模塊中用,另外該模塊自己也可執行。
新聞熱點
疑難解答