Space-complexity of the algorithm, Data Structure & Algorithms

Assignment Help:

The space-complexity of the algorithm is a constant. It just needs space of three integers m, n and t. Thus, the space complexity is O(1).

The time complexity based on the loop and on the condition whether m>n or not. The real issue is how much iteration occurs? The answer based on both m and n.

Best case: If m = n, then there is only one iteration. O(1)

Worst case: If n = 1, then there will m iterations; It is the worst-case (also equivalently, if m = 1 there are n iterations) O(n).

The space complexity of a computer program is the amount of memory needed for its proper execution. The significant concept behind space needed is that unlike time, space can be reused throughout the execution of the program. As discussed, there is frequently a trade-off among the time and space needed to run a program.

In formal definition, the space complexity is described as follows:

Space complexity of Turing Machine: worst case maximum length of the tape needed to process an input string of length n.

The class PSPACE, in complexity theory, is the set of decision problems which can be solved through a Turing machine by using a polynomial amount of memory, and unlimited time.


Related Discussions:- Space-complexity of the algorithm

What is diffuse illumination, Diffuse Illumination Diffuse illuminatio...

Diffuse Illumination Diffuse illumination means light that comes from all directions not from one particular source. Think about the light of a grey cloudy day as compared to

Type of qualitative method, Type of Qualitative Method: Different  qua...

Type of Qualitative Method: Different  qualitative methods are suitable for different  types of study. Quite often we can  combine  qualitative and quantitative  methods. Many

R. Studio, I need a person who has a good background in using R. Studio? I...

I need a person who has a good background in using R. Studio? In adition, a person who is good in using algorithms.

Flowchart, conversion of centrigral to frahenhit

conversion of centrigral to frahenhit

State in detail about the integer, State in detail about the Integer ...

State in detail about the Integer Carrier set of the Integer ADT is the set {..., -2, -1, 0, 1, 2, ...}, and  operations on these values are addition, multiplication, subtrac

Design a binary tree, (a) Suppose that t is a binary tree of integers (that...

(a) Suppose that t is a binary tree of integers (that is, an object of type BinTree of Int.) in the state shown in Figure 3.   Give the vectors returned by each of the f

Computational complexity, Generally, Computational complexity of algorithms...

Generally, Computational complexity of algorithms are referred to through space complexity (space needed for running program) and time complexity (time needed for running the progr

Two broad classes of collision resolution techniques, Two broad classes of ...

Two broad classes of collision resolution techniques are A) open addressing and B) chaining

Graph traversal schemes, Q. Explain various graph traversal schemes and wri...

Q. Explain various graph traversal schemes and write their advantages and disadvantages. A n s . Graph Traversal Scheme is explained below In many troubles we wish

Aa-trees, Red-Black trees have introduced a new property in the binary sear...

Red-Black trees have introduced a new property in the binary search tree that means an extra property of color (red, black). However, as these trees grow, in their operations such

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