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

Explain cam software, Explain CAM software CAD/CAM software has been re...

Explain CAM software CAD/CAM software has been recognized as an essential tool in the designing and manufacturing of a product due to its ability to depict the designs and tool

A Booth''s, Draw a flowchart of a Booth''s multiplication algorithm and exp...

Draw a flowchart of a Booth''s multiplication algorithm and explain it.

Logic circuits, the voltage wave forms are applied at the inputs of an EX-O...

the voltage wave forms are applied at the inputs of an EX-OR gate. determine the output wave form

Algorithm and flow chart, algorithm and flow chart to find weather the give...

algorithm and flow chart to find weather the given numbers are positive or negative or neutral

find shortest path from a to z using dijkstra''s algorithm., Q.  In the gi...

Q.  In the given figure find the shortest path from A to Z using Dijkstra's Algorithm.    Ans: 1.  P=φ;  T={A,B,C,D,E,F,G,H,I,J,K,L,M,Z} Let L(A)

Explain the memory function method, Explain the Memory Function method ...

Explain the Memory Function method The Memory Function method seeks to combine strengths of the top  down and bottom-up approaches  to  solving  problems  with  overlapping  su

Explain how the shuttle sort algorithm works, Question 1 Explain how th...

Question 1 Explain how the shuttle sort algorithm works by making use of the following list of integers:11, 4, 2, 8, 5, 33, 7, 3, 1, 6. Show all the steps. Question 2

Infix expression to postfix form using the stack function, Q. Convert the f...

Q. Convert the following given Infix expression to Postfix form using the stack function: x + y * z + ( p * q + r ) * s , Follow general precedence rule and suppose tha

Algorithm to sort a given list by quick sort method, Q. Write down an algor...

Q. Write down an algorithm to sort a given list by making use of Quick sort method. Describe the behaviour of Quick sort when input given to us is already sorted.

Calculate address of an element in an array., Q. Explain the technique to c...

Q. Explain the technique to calculate the address of an element in an array. A  25 × 4  matrix array DATA is stored in memory in 'row-major order'. If base  address is 200 and

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