- 二叉搜索树( binary search tree)的定义:
Assume a BST is defined as follows:
- The left subtree of a node contains only nodes with keys less than the node's key.
- The right subtree of a node contains only nodes with keys greater than the node's key.
- Both the left and right subtrees must also be binary search trees.
来源:力扣(LeetCode)
链接:https://leetcode-cn.com/problems/validate-binary-search-tree
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- 高度平衡的二叉树
a height-balanced binary tree is defined as a binary tree in which the depth of the two subtrees of every node never differ by more than 1
来源:力扣(LeetCode)
链接:https://leetcode-cn.com/problems/convert-sorted-array-to-binary-search-tree
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3. 二叉树的类型
1. 满二叉树 Full Binary Tree
- If each node of binary tree has either two children or no child at all, is said to be a Full Binary Tree.
- Full binary tree is also called as Strictly Binary Tree.
full binary tree
- Every node in the tree has either 0 or 2 children.
- Full binary tree is used to represent mathematical expressions.
2. 完全二叉树 Complete Binary Tree
- If all levels of tree are completely filled except the last level and the last level has all keys as left as possible, is said to be a Complete Binary Tree.
- Complete binary tree is also called as Perfect Binary Tree.
complete binary tree
- In a complete binary tree, every internal node has exactly two children and all leaf nodes are at same level.
- For example, at Level 2, there must be 22 = 4 nodes and at Level 3 there must be 23 = 8 nodes.
2.AVL Tree
- AVL tree is a height balanced tree.
- It is a self-balancing binary search tree.
- AVL tree is another balanced binary search tree.
- It was invented by Adelson-Velskii and Landis.
- AVL trees have a faster retrieval.
- It takes O(logn) time for addition and deletion operation.
- In AVL tree, heights of left and right subtree cannot be more than one for all nodes.
avl tree
- The above tree is AVL tree because the difference between heights of left and right subtrees for every node is less than or equal to 1.
image.png
- The above tree is not AVL because the difference between heights of left and right subtrees for 9 and 19 is greater than 1.
- It checks the height of the left and right subtree and assures that the difference is not more than 1. The difference is called balance factor.
参考链接:https://www.tutorialride.com/data-structures/types-of-binary-tree.htm