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

String pattern matching, Document processing is quickly becoming one of the...

Document processing is quickly becoming one of the dominant functions of computers. Computers are utilized to edit, search & transport documents over the Internet, and to display d

Hash function, Q. Define the graph, adjacency matrix, adjacency list, hash ...

Q. Define the graph, adjacency matrix, adjacency list, hash function, adjacency matrix, sparse matrix, reachability matrix.

Matrix stored in memory, Method to measure address of any element of a matr...

Method to measure address of any element of a matrix stored in memory. Let us consider 2 dimensional array a of size m*n further consider that the lower bound for the row index

What is a range - a structured type in ruby, Range: A Structured Type in Ru...

Range: A Structured Type in Ruby Ruby has a numerous structured types, comprising arrays, hashes, sets, classes, streams, and ranges. In this section we would only discuss rang

Basic organization of computer system, what happen''s in my computer when ...

what happen''s in my computer when i input any passage

How to write binary search algorithm?, Q. Write down the binary search algo...

Q. Write down the binary search algorithm and trace to search element 91 in following given list: 13          30          62           73         81         88             91

Write an algorithm to measure daily temperatures, A geography class decide ...

A geography class decide to measure daily temperatures and hours of sunshine each day over a 12 month period (365 days) Write an algorithm, using a flowchart that inputs tempera

Database design and sql queries, In assignment, you have already started th...

In assignment, you have already started the process of designing a database for the Beauty Salon mini-case (enclosed again below), mainly in the phase of conceptual database design

Explain about the containers, Containers Introduction Simple abstr...

Containers Introduction Simple abstract data types are useful for manipulating simple sets of values, such as integers or real numbers however more complex abstract data t

Function performs multiplication of two numbers, You need to write a functi...

You need to write a function that performs multiplication of two numbers in your data structure. Again, remember how you multiply numbers in base 10 and you should be fine. Multipl

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