2-3 Trees - Data Structures and Algorithms in C++

C++Server Side ProgrammingProgramming

A 2-3 Tree is a type of tree in data structures in which every node of the tree is either a 2 node

or 3 nodes. It is a special type of B-Tree with order 3.

A 2 node in the tree is one which has one data part and two child nodes.

A 3 node in the tree is one which has two data parts and three child nodes.

Fig:- A 2-3 tree

Properties of a 2-3 Tree:-

  • Every internal node is either a 2 node or a 3 node.

  • A node containing one data part can be a 2 node with exactly 2 children or a leaf node with no children.

  • A node containing two data parts can only be a 3 node with exactly 3 children.

  • All leaf nodes are always at the same level.

  • A 2-3 tree is always a height balanced tree.

  • Search operations are fast and efficient in a 2-3 tree.

2 Node:-

  • Exactly two children.

  • Left child with smaller weight.

  • Right child with greater weight.

  • Can be a leaf node with no child.

3 Node:-

  • Exactly three children.

  • 2 data values.

  • Left child with weight smaller than left data value.

  • Middle child with weight in between both data values.

  • Right child with weight greater than right data value.

  • Can never be a leaf node.

Operations in a 2-3 Tree:-

1. Searching in a 2-3 tree

  • Similar to the search operation in a binary search tree as the data is sorted.

  • To search X in a 2-3 tree.

  • If tree is empty → return False

  • If we reach root node then return False (not found)

  • If X is less than the left data part, then search the left subtree

  • If X is greater than left data and more than right data, search the middle subtree.

  • If X is greater than the right data part, then search right subtree.

2. Inserting a node in a 2-3 tree

  • To insert X in a 2-3 tree.

  • If the tree is empty → Add X as root.

  • Search for the right position of X and add it as a leaf node.

  • If there is a leaf node with one data part, add X with and leaf node becomes 2 - Node.

  • If the leaf node has two data parts, add X. Split temporary 3-nodes and move data to parent nodes according to the sorting order.

Make 2-3 tree and add nodes in order → 10, 5, 8, 15, 23, 21

3. Deletion of a node in a 2-3 tree

  • To delete X in a 2-3 tree.

  • If the tree is empty return false.

  • Search for the position of X and delete it, then adjust the tree.

  • If X is part of 3 node delete X and adjust left value and middle value. Also adjust node’s ancestor’s left and middle value if necessary.

  • If X is part of 2 node then adjust and split the tree in a recursive manner arranging nodes in sorted order.

raja
Updated on 22-Oct-2021 08:56:52

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