/** * File: avl_tree.java * Created Time: 2022-12-10 * Author: krahets (krahets@163.com) */ package chapter_tree; import utils.*; /* AVL tree */ class AVLTree { TreeNode root; // Root node /* Get the node height */ public int height(TreeNode node) { // A null node has height -1; a leaf has height 0 return node == null ? -1 : node.height; } /* Update the node height */ private void updateHeight(TreeNode node) { // The node height equals the height of its taller subtree + 1 node.height = Math.max(height(node.left), height(node.right)) + 1; } /* Get the balance factor */ public int balanceFactor(TreeNode node) { // A null node has balance factor 0 if (node == null) return 0; // Node balance factor = left subtree height - right subtree height return height(node.left) - height(node.right); } /* Right rotation */ private TreeNode rightRotate(TreeNode node) { TreeNode child = node.left; TreeNode grandChild = child.right; // Rotate node to the right around child child.right = node; node.left = grandChild; // Update the node height updateHeight(node); updateHeight(child); // Return the root of the rotated subtree return child; } /* Left rotation */ private TreeNode leftRotate(TreeNode node) { TreeNode child = node.right; TreeNode grandChild = child.left; // Rotate node to the left around child child.left = node; node.right = grandChild; // Update the node height updateHeight(node); updateHeight(child); // Return the root of the rotated subtree return child; } /* Perform rotations to restore balance in this subtree */ private TreeNode rotate(TreeNode node) { // Get the balance factor of node int balanceFactor = balanceFactor(node); // Left-heavy tree if (balanceFactor > 1) { if (balanceFactor(node.left) >= 0) { // Rotate right return rightRotate(node); } else { // Rotate left, then right node.left = leftRotate(node.left); return rightRotate(node); } } // Right-heavy tree if (balanceFactor < -1) { if (balanceFactor(node.right) <= 0) { // Rotate left return leftRotate(node); } else { // Rotate right, then left node.right = rightRotate(node.right); return leftRotate(node); } } // The tree is balanced; return without rotating return node; } /* Insert a node */ public void insert(int val) { root = insertHelper(root, val); } /* Insert a node recursively (helper method) */ private TreeNode insertHelper(TreeNode node, int val) { if (node == null) return new TreeNode(val); /* 1. Find the insertion position and insert the node */ if (val < node.val) node.left = insertHelper(node.left, val); else if (val > node.val) node.right = insertHelper(node.right, val); else return node; // Return without inserting a duplicate node updateHeight(node); // Update the node height /* 2. Perform rotations to restore balance in this subtree */ node = rotate(node); // Return the subtree root return node; } /* Remove a node */ public void remove(int val) { root = removeHelper(root, val); } /* Remove a node recursively (helper method) */ private TreeNode removeHelper(TreeNode node, int val) { if (node == null) return null; /* 1. Find and remove the node */ if (val < node.val) node.left = removeHelper(node.left, val); else if (val > node.val) node.right = removeHelper(node.right, val); else { if (node.left == null || node.right == null) { TreeNode child = node.left != null ? node.left : node.right; // Number of children = 0: remove node and return if (child == null) return null; // Number of children = 1: remove node directly else node = child; } else { // Number of children = 2: remove the inorder successor and use its value to replace the current node value TreeNode temp = node.right; while (temp.left != null) { temp = temp.left; } node.right = removeHelper(node.right, temp.val); node.val = temp.val; } } updateHeight(node); // Update the node height /* 2. Perform rotations to restore balance in this subtree */ node = rotate(node); // Return the subtree root return node; } /* Find a node */ public TreeNode search(int val) { TreeNode cur = root; // Search in a loop until reaching a null reference beyond a leaf while (cur != null) { // The target node lies in the right subtree of cur if (cur.val < val) cur = cur.right; // The target node lies in the left subtree of cur else if (cur.val > val) cur = cur.left; // The target node was found; exit the loop else break; } // Return the target node return cur; } } public class avl_tree { static void testInsert(AVLTree tree, int val) { tree.insert(val); System.out.println("\nAfter inserting node " + val + " the AVL tree is:"); PrintUtil.printTree(tree.root); } static void testRemove(AVLTree tree, int val) { tree.remove(val); System.out.println("\nAfter removing node " + val + " the AVL tree is:"); PrintUtil.printTree(tree.root); } public static void main(String[] args) { /* Initialize an empty AVL tree */ AVLTree avlTree = new AVLTree(); /* Insert a node */ // Observe how the AVL tree maintains balance after a node is inserted testInsert(avlTree, 1); testInsert(avlTree, 2); testInsert(avlTree, 3); testInsert(avlTree, 4); testInsert(avlTree, 5); testInsert(avlTree, 8); testInsert(avlTree, 7); testInsert(avlTree, 9); testInsert(avlTree, 10); testInsert(avlTree, 6); /* Insert a duplicate node */ testInsert(avlTree, 7); /* Remove a node */ // Observe how the AVL tree maintains balance after a node is removed testRemove(avlTree, 8); // Remove a node with 0 children testRemove(avlTree, 5); // Remove a node with 1 child testRemove(avlTree, 4); // Remove a node with 2 children /* Look up a node */ TreeNode node = avlTree.search(7); System.out.println("\nFound node object: " + node + ", node value = " + node.val); } }