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

Circular queue, explain implementation of circular queue insert,delete oper...

explain implementation of circular queue insert,delete operations

Demonstrate that dijkstra''s algorithm, Demonstrate that Dijkstra's algorit...

Demonstrate that Dijkstra's algorithm does not necessarily work if some of the costs are negative by finding a digraph with negative costs (but no negative cost dicircuits) for whi

Visual Basic Assignment, When writing a code for a program that basically a...

When writing a code for a program that basically answers Relative Velocity questions how do you go at it? How many conditions should you go through?

Write an algorithm insert, Q. Write an algorithm INSERT which takes a point...

Q. Write an algorithm INSERT which takes a pointer to a sorted list and a pointer to a node and inserts the node into its correct position or place in the list.  Ans: /* s

Data structure queue, In this unit, we described about the data structure Q...

In this unit, we described about the data structure Queue. It had two ends. One is front from where the elements can be removed and the other is rear where the elements can be inse

Graphs with negative edge costs, We have discussed that the above Dijkstra'...

We have discussed that the above Dijkstra's single source shortest-path algorithm works for graphs along with non-negative edges (like road networks). Given two scenarios can emerg

Methods of collision resolution, Methods of Collision Resolution 1)  Co...

Methods of Collision Resolution 1)  Collision Resolution by separate chaining  2)  Collision Resolution by open addressing

For loop, for (i = 0; i sequence of statements } Here, the loop e...

for (i = 0; i sequence of statements } Here, the loop executes n times. Thus, the sequence of statements also executes n times. Since we suppose the time complexity of th

Write an algorithm to find outputs number of cars, A company is carrying ou...

A company is carrying out a survey by observing traffic at a road junction. Every time a car, bus or lorry passed by road junction it was noted down. 10 000 vehicles were counted d

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