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

Representing sparse matrix in memory using array, Q. What do you understand...

Q. What do you understand by the term sparse matrix? How sparse matrix is stored in the memory of a computer? Write down the function to find out the transpose of a sparse matrix u

Draw the process flow diagram, Draw the process flow diagram: Anand   ...

Draw the process flow diagram: Anand   Dairy (AD) sources 150,000 litres of milk daily from large number of local villagers .The milk is collected from 4:00 AM to 6:00 am and

Explain floyds algorithm, Explain Floyd's algorithm It is convenient to...

Explain Floyd's algorithm It is convenient to record the lengths of shortest paths in an n by n matrix D known as the  distance matrix: the element d ij   in the i th   row an

Time complexity, Run time complexity of an algorithm is depend on

Run time complexity of an algorithm is depend on

State about the pseudocode, State the Introduction to pseudocode No spe...

State the Introduction to pseudocode No specific programming language is referred to; development of algorithms by using pseudocode uses generic descriptions of branching, loop

2 Flow Charts, 1.Create a flowchart to show the process that will allow the...

1.Create a flowchart to show the process that will allow the implementation of Stack, Push, and Pop operations. 2.Create a flowchart to show the process that will allow the impleme

Design a doubly linked list, Instructions : You have to design a dou...

Instructions : You have to design a doubly linked list container. The necessary classes and their declarations are given below The main() function for testing the yo

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