以下是一个使用BFS算法遍历树的示例代码:
class TreeNode:
def __init__(self, val=0, left=None, right=None):
self.val = val
self.left = left
self.right = right
def bfs_tree(root):
if not root:
return []
result = []
queue = [root] # 使用队列来存储待访问的节点
while queue:
level = [] # 用来存储当前层级的节点值
level_size = len(queue)
for _ in range(level_size):
node = queue.pop(0) # 取出队首节点
level.append(node.val)
if node.left:
queue.append(node.left)
if node.right:
queue.append(node.right)
result.append(level)
return result
# 创建一个二叉树
root = TreeNode(1)
root.left = TreeNode(2)
root.right = TreeNode(3)
root.left.left = TreeNode(4)
root.left.right = TreeNode(5)
root.right.left = TreeNode(6)
root.right.right = TreeNode(7)
# 使用BFS遍历树
result = bfs_tree(root)
print(result)
运行以上代码将输出以下结果:
[[1], [2, 3], [4, 5, 6, 7]]
这表示树的层级遍历结果为: