Applications of binary trees, Data Structure & Algorithms

Assignment Help:

In computer programming, Trees are utilized enormously. These can be utilized for developing database search times (binary search trees, AVL trees, 2-3 trees, red-black trees), Game programming (decision trees, minimax trees,  pathfinding trees),

3D graphics programming (octrees, quadtrees,), Arithmetic Scripting languages (arithmetic precedence trees), Data compression (Huffman trees), and file systems (sparse indexed trees, B- trees, tries ). Figure illustrated a tic-tac-toe game tree illustrating various stages of game.

218_APPLICATIONS of  binary TREES.png

Figure: A tic-tac-toe game tree showing various stages of game

In the entire above scenario except the first one, ultimately the player (playing with X) looses in subsequent moves.

The General tree (also known as Linked Trees) is a generic tree which has one root node, and each node in the tree can have limitless number of child nodes. One popular employ of this kind of tree is in Family Tree programs. In game programming, several games use these types of trees for decision-making processes as illustrated above for tic-tac-toe. A computer program might have to make a decision depend on an event that happened.

But it is just a simple tree for demonstration. A more complicated AI decision tree would absolutely have a lot more options. The interesting thing regarding using a tree for decision-making is that the options are cut down for each level of the tree as we go down, very much simplifying the subsequent moves & raising the speed at which the AI program makes a decision.

The big problem along with tree based level progressions, but, is that sometimes the tree can get too large & complex as the number of moves (level in a tree) enhance. Suppose a game offering just two choices for every move to the next level at the end of every level in a ten level game. This would need a tree of 1023 nodes to be created.

Binary trees are utilized for searching keys. Such trees are called Binary Search trees

A Binary Search Tree (BST) is a binary tree having the given properties:

1.  Always the key of a node is greater than the keys of the nodes in its left sub-tree

2.  Always the key of a node is smaller than the keys of the nodes in its right sub-tree

It might be seen that while nodes of a BST are traversed by inorder traversal, the keys appear in sorted order:

inorder(root)

{ inorder(root.left) print(root.key) inorder(root.right)

}

Binary Trees are also utilized for evaluating expressions.

A binary tree can be utilized to represent & evaluate arithmetic expressions.

1. If a node is a leaf, then the element in it indicates the value.

2. If this is not leaf, then appraise the children & join them in according to the operation indicated by the element.


Related Discussions:- Applications of binary trees

Multiple queue, What is multiple queue and explain them

What is multiple queue and explain them

Efficient algorithms.., implementation of fast fourier transforms for non p...

implementation of fast fourier transforms for non power of 2

Binary search tree (bst), Q. Explain what do we understand by Binary Search...

Q. Explain what do we understand by Binary Search Tree (BST)? Make a BST for the following given sequence of the numbers. 45, 32, 90, 21, 78, 65, 87, 132, 90, 96, 41, 74, 92

Number of operations possible on ordered lists and arrays, Q. Enumerate num...

Q. Enumerate number of operations possible on ordered lists and arrays.  Write procedures to insert and delete an element in to array.

Surrounding of sub division method, Surrounding of sub division method ...

Surrounding of sub division method A polygon surrounds a viewport if it completely encloses or covers the viewport. This happens if none of its sides cuts any edge of the viewp

Infix expression has balanced parenthesis or not, Q. By making use of stack...

Q. By making use of stacks, write an algorithm to determine whether the infix expression has balanced parenthesis or not.

Python programming, how to write a function of area of a circle using pytho...

how to write a function of area of a circle using python

Multiqueue, data structure for multiqueue

data structure for multiqueue

Multiple stack in single dimensional array, Implement multiple stacks in a ...

Implement multiple stacks in a single dimensional array. Write algorithms for various stack operations for them.

Efficiency of linear search, Efficiency of Linear Search How much numbe...

Efficiency of Linear Search How much number of comparisons is there in this search in searching for a particular element? The number of comparisons based upon where the reco

Write Your Message!

Captcha
Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd