Comparisons between linear and binary search, Data Structure & Algorithms

Assignment Help:

Comparative Study of Linear and Binary Search

Binary search is lots quicker than linear search. Some comparisons are following:

NUMBER OF ARRAY ELEMENTS EXAMINED

array size   |     linear search    binary search

                  |        (avg. case)    (worst case)

--------------------------------------------------------

8                    |        4                  4

128                |       64                  8

256                |      128                9

1000              |      500               11

100,000           |    50,000            18

A binary search on an array is O(log2 n) because at each test, you can "throw out" one half of the search space or array while a linear search in an array is O(n).

It is noteworthy that, for extremely small arrays a linear search can prove quicker than a binary search. Though, as the size of the array to be searched increases, the binary search is the clear winner in terms of many comparisons and therefore total speed.

Still, the binary search has some disadvantage. First, it needs that the data to be searched be in sorted order. If there is just one element out of order within the data being searched, it can throw off the entire process. While presented with a set of unsorted data, the efficient programmer has to decide whether to sort the data & apply a binary search or simply apply the less-efficient linear search. Is the cost of sorting the data is worth the raise in search speed gained along with the binary search? If you are searching only once, then it is possibly to better do a linear search in most cases.


Related Discussions:- Comparisons between linear and binary search

#title.structured programming, what do you understand by structured program...

what do you understand by structured programming?explain with eg. top down and bottem up programming technique

Program segment for insertion of an element into the queue, Program: Progra...

Program: Program segment for insertion of an element into the queue add(int value) { struct queue *new; new = (struct queue*)malloc(sizeof(queue)); new->value = val

Explain class p problems, Explain class P problems Class  P  is  a  cla...

Explain class P problems Class  P  is  a  class  of  decision  problems  that  can  be  solved  in  polynomial time  by(deterministic) algorithms. This class of problems is kno

Hash tables, Q. Explain the Hash Tables, Hash function and Hashing Techniqu...

Q. Explain the Hash Tables, Hash function and Hashing Techniques properly?             A n s . H as h Table is explained as follows : A hash table is a data struc

Linked lists, representation of links list in memory

representation of links list in memory

Procedures, what is far and near procedures in system programming?

what is far and near procedures in system programming?

Two sparce matrices multipilcation algorithm, Write an algorithm for multi...

Write an algorithm for multiplication of two sparse matrices using Linked Lists.

Flowchart, create a flowchart that displays the students average score for ...

create a flowchart that displays the students average score for these quizzes

Find the complexity of an algorithm, Q.1 What is an algorithm? What are the...

Q.1 What is an algorithm? What are the characteristics of a good algorithm? Q.2 How do you find the complexity of an algorithm? What is the relation between the time and space c

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