ITEC324 Principle of CS III

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Presentation transcript:

ITEC324 Principle of CS III Chapter 8 (Lafore’s Book) Binary Tree Hwajung Lee ITEC324 Principle of CS III

Quick Review: Binary Tree Definition If every node in a tree can have at most two children, the tree is called a binary tree. Term Left child Right child

Quick review: Binary Search Tree (BST) Definition A binary tree in which every node is greater than its left child and less than its right child, if the left and/or right child exists. class Node BST operations find: p378 insert (or add): always add new leaf. p380 traverse min and max in tree (or subtree) delete

Delete operation in details (1) Deleting a node is the most complicated common operation required for binary search trees. There are three possible cases when you delete a node. The node to be deleted is a leaf (had no children). : easy The node to be deleted has one child. The node to be deleted has two children. : quite complicated

Delete operation in details (2) Case 1: The node to be deleted is a leaf (had no children). [How?] Change the appropriate child field in the node’s parent to point to null. Java will automatically collect the garbage. Before deletion After deletion

Delete operation in details (3) Case 2: The node to be deleted has one child. [How?] Connect its parent directly to its child. In other words, change the appropriate reference in the parent (leftChild or rightChild) to point to the deleted node’s child.

Delete operation in details (4) Case 3: The node to be deleted has two children. [Definition] Inorder successor: For each node, the node with the next-highest key is called its inorder successor, or simply its successor. [How to delete?] Replace the node to be deleted with its inorder successor and then delete it.  fig 8.16 in page 394 Finding the successor: fig 8.17 in page 395

Delete operation in details (4) Case 3 (continued) Successor can be the right child of the delNode: fig 8.18 in page 396 Deletion: fig 8.19 in page 399 Unplug current from the rightChild field of its parent (or leftChild field if appropriate), and set this filed to point to successor. Unplug current’s left child from current, and plug it into the leftChild field of successor.

Delete operation in details (5) Case 3 (continued) Successor can be a left descendant of the right child of delNode Deletion: fig 8.20 in page 400 Plug the right child of successor into the leftChild field of the successor’s parent. Plug the right child of the node to be deleted into the rightChild field of successor. Unplug current from the rightChild field of its parent, and set this field to point to successor. Unplug current’s left child from current, and plug it into the leftChild field of successor.

The efficiency of Binary Search Trees Time Complexity of Binary Search Tree: O(log N)

Tree Represented as Arrays the node array[index]’s left child = array[2*index + 1] right child = array[2*index + 2] parent = array[(index -1) /2] fig 8.21 in page 404

Duplicate Keys Possible – insert() method in the following tree.java will insert a duplicate key as the right child of its twin. However, it is recommended to forbid duplicate keys.

Binary Search Tree Java code of BST operations