Computation step in time complexity of an algorithm, Computer Engineering

Assignment Help:

Q. Computation step in time complexity of an algorithm?

So First in the computation step the local processor executes an arithmetic and logic operation. Afterwards the several processors communicate with one another for exchanging messages and/or data. Therefore the time complexity can be computed on the grounds of communication cost and computational cost involved.

Time complexity of an algorithm fluctuates depending on the instance of input for a provided problem. For illustration the already sorted list (10, 17, 19, 21, 22, 33) will take less amount of time than reverse order of list (33, 22, 21, 19, 17, 10). The time complexity of algorithm has been classified into three forms which are.

i) Best Case Complexity;
ii) Average Case Complexity; and
iii) Worst Case Complexity.

The best case complexity is the minimum amount of time needed by algorithm for a provided input. The average case complexity is average running time needed by algorithm for a provided input. As in the same manner the worst case complexity is able to be defined as maximum amount of time needed by the algorithm for a provided input.

So the major factors occupied for analysing time complexity relies on the algorithm, specific set of inputs and parallel computer model. Mainly the size of input is a function of time complexity of algorithm.


Related Discussions:- Computation step in time complexity of an algorithm

Define the emphasis on object structure, Define the Emphasis on Object Stru...

Define the Emphasis on Object Structure Emphasis on Object Structure, not on Operation Implementation In object orientation the importance is on specifying the qualities

Difference between finite automata and turing machine, What are the differe...

What are the difference between finite automata and Turing Machines?  Turing machine can alter symbols on its tape, while the FA cannot change symbols on tape.  Also  TM  has  a

Objectives-interconnection network, Objectives After examining this uni...

Objectives After examining this unit, learner's will be able to understand discuss the importance and needs of interconnection network; explain the part of interconn

Illustrate working of magnetic bubble memories, Q. Illustrate working of Ma...

Q. Illustrate working of Magnetic Bubble Memories? In many materials like garnets on applying magnetic fields certain cylindrical areas whose direction of magnetization is oppo

What is called dhcp, DHCP stands for? DHCP that is stands for Dynamic H...

DHCP stands for? DHCP that is stands for Dynamic Host Configuration Protocol.

How many lists can a program can produce, How many lists can a program can ...

How many lists can a program can produce? Every program can produce up to 21 lists: one basic list and 20 secondary lists.  If the user makes a list on the next level (that is,

Binary tree can be converted in to its mirror image, A binary tree can be c...

A binary tree can be converted in to its mirror image By traversing it in Preorder

Difference between vertical and horizontal organization, Difference between...

Difference between Vertical and Horizontal Organization Vertical Organizations  It is a usual approach which is typified by a functional approach to work in which departme

Memory system considerations - computer architecture, Synchronized with a c...

Synchronized with a clock signal Memory system considerations Speed Cost Size of chip Power dissipation Memory controller Refresh Overhead

What is computer to computer communication, Computer to computer communicat...

Computer to computer communication is: (A)  Simplex                                   (B)  Duplex (C)  Half Duplex                             (D)  Both Duplex and Half 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