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

Shortest path dijkstras algorithm, * Initialise d & pi* for each vertex ...

* Initialise d & pi* for each vertex v within V( g ) g.d[v] := infinity  g.pi[v] := nil g.d[s] := 0; * Set S to empty * S := { 0 }  Q := V(g) * While (V-S)

What is bubble sort, What is bubble sort? Bubble Sort: The basic ide...

What is bubble sort? Bubble Sort: The basic idea in bubble sort is to scan the array to be sorted sequentially various times. Every pass puts the largest element in its corr

Adjacency matrix representation of a graph, An adjacency matrix representat...

An adjacency matrix representation of a graph cannot having information of : Parallel edges

Name the five popular hashing functions, Five popular hashing functions are...

Five popular hashing functions are as follows: 1) Division Method 2) Midsquare Method 3) Folding Method 4) Multiplicative method 5) Digit Analysis

Stack making use of the linked list, Q. Implement a stack making use of the...

Q. Implement a stack making use of the linked list. Show the PUSH and POP operations both. A n s . Stack implemantation using linked list # include # include

Queues, what is the difference between data type and abstract data type

what is the difference between data type and abstract data type

Algorithm, implement multiple stack in one dimensional array

implement multiple stack in one dimensional array

Explain first - fit method, First - Fit Method: -    The free list is trave...

First - Fit Method: -    The free list is traversed sequentially to search the 1st free block whose size is larger than or equal to the amount requested. Once the block is found it

Division-remainder hashing, According to this, key value is divided by any ...

According to this, key value is divided by any fitting number, generally a prime number, and the division of remainder is utilized as the address for the record. The choice of s

Order of efficiency - linear search, Linear search employee an exhaustive m...

Linear search employee an exhaustive method of verified each element in the array against a key value. Whereas a match is found, the search halts. Will sorting the array before uti

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