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

Programming languages array operations, Q. Programming languages array oper...

Q. Programming languages array operations? In programming languages array operations are written in compact form which frequently makes programs more understandable. Conside

What are the different types of parameters, What are the different types of...

What are the different types of parameters? Formal Parameters: Parameters, which are described during the definition of subroutine with the FORM statement.

What is the dissimilarity between a lens and a mirror, Q. What is the dissi...

Q. What is the dissimilarity between a lens and a mirror? Answer:- A mirror is a reflective surface that light passes through the glass and hits the silver backing reflect

Load sharing facility resource management, The primary aims/details of Load...

The primary aims/details of Load Sharing Facility Resource Management Software(LSFRMS) are good resource utilization by routing the task to the most appropriate system and good uti

Describe the properties of attributes and operations, Describe the properti...

Describe the properties of Attributesand operations Attributes are named slots for data values that belong to the class. Previously we have studied in MCS-024, different o

Implementation and testing, In this stage of the project you are required t...

In this stage of the project you are required to create a Design document, the Design document must contain the following:  Structure chart Pseudo-code Data Dictionary

Microprocessor, overlapping segmentation process in 8086

overlapping segmentation process in 8086

Editor - tools necessary for assembly language programming, Q. Editor - Too...

Q. Editor - Tools necessary for assembly language programming? The editor is a program which allows the user to enter and modify as well as store a group of instructions or tex

Difference between data warehousing and data mining, What is the difference...

What is the difference between data warehousing and data mining? The dissimilarity between data warehousing and data mining: Data warehousing seems to the data storage wh

What is a process scheduling, What is a Process Scheduling? Scheduling...

What is a Process Scheduling? Scheduling is a key element of the workload management software that usually performs several or all of: Queuing Scheduling Monito

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