computationally complexity

USAGE SUMMARY

The phrase "computationally complexity" is not correct in English.
Did you mean "computational complexity"? You can use "computational complexity" when discussing the efficiency and resource requirements of algorithms in computer science. Example: "The computational complexity of this algorithm is crucial for understanding its performance on large datasets."

⚠ May contain grammatical issues

Science

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

This technique has a high computationally complexity.

EURASIP Journal on Wireless Communications and Networking

The optimal solution has high computationally complexity; hence, a lower complexity algorithm called the PI algorithm which divides the problem into stages has been developed [27].

EURASIP Journal on Advances in Signal Processing

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

The AED algorithm for RIR estimation is a computationally complex algorithm with complexity of O ( N 2 ).

EURASIP Journal on Advances in Signal Processing

This part is maybe most computationally complex part of the whole calculation, and the major computational load complexity to acquire L sp is calculated as [19 21].

EURASIP Journal on Advances in Signal Processing

Finally, note that all the computationally complex stages of, and do not depend on and therefore their complexity is the same as in [23].

EURASIP Journal on Advances in Signal Processing

There exist many low complexity MU-MIMO scheduling algorithms since the optimal scheduling scheme is too computationally complex to be used in the practical systems [3, 4, 9 12].

EURASIP Journal on Wireless Communications and Networking

Running this process is extremely computationally demanding, the complexity of which is not straightforward to estimate [2], but can approach (O(n^2)).

Journal of Big Data

The optimal SAPA algorithm presented above jointly optimizes the SAPA, but it is computationally costly (its complexity is analyzed in Section 7).. Generalizing the proof given in [26] for multi-band CRN, the maximum capacity in the downlink can be obtained when each sub-carrier is assigned to the user that has the best channel gain.

EURASIP Journal on Wireless Communications and Networking

Although mean shift is a good technique to find the dominant modes, it is computationally intensive (time complexity: O(Tn2), where T is the number of iterations, and n is the number of features) and sensitive to parameters like the Gaussian kernel bandwidth.

EURASIP Journal on Image and Video Processing

For example, the human genome sequence, while quite large in size, could be easily processed computationally if its complexity allowed us to describe how exactly it needs to be analyzed.

Chinese Journal of Cancer

Furthermore, since model fitting in dynamic causal modelling is computationally demanding, the complexity of dynamic causal models is limited to structural models comprising up to eight regions (Penny et al., 2004 b ).

Brain

Expert writing Tips

Best practice

When discussing the resources needed for an algorithm, consider specifying time complexity or space complexity for clarity.

Common error

Avoid using adverbs where adjectives are needed to modify nouns. "Computationally" is an adverb; the correct adjective is "computational". A common mistake is to use the adverb form when describing the noun "complexity".

Linguistic Context

The phrase "computationally complexity" attempts to describe a characteristic of a process or algorithm. However, it is grammatically incorrect as it uses an adverb where an adjective is required. Ludwig AI flags this as incorrect and suggests "computational complexity" as the correct form.

Expression frequency: Rare

Frequent in

Science

100%

News & Media

0%

Formal & Business

0%

Less common in

Wiki

0%

Encyclopedias

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Social Media

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Ludwig's WRAP-UP

In summary, the phrase "computationally complexity" is an incorrect grammatical construction. The correct form is "computational complexity". Ludwig AI identifies this error and suggests using the correct adjective form. The phrase is intended to describe the resources required for a computation, typically within scientific and academic contexts. It is crucial to use the correct grammatical form, "computational complexity", to ensure clarity and accuracy in technical and scientific writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

computational complexity

Corrects the grammatical error by changing the adverb to an adjective.

algorithmic complexity

Focuses on the complexity inherent in algorithms.

complexity of computation

Rephrases to emphasize the complexity associated with computing processes.

high computational cost

Highlights the cost, or resource expenditure, of a computation.

demanding computation

Emphasizes the resource intensity required for a computation.

resource-intensive computation

Directly indicates the computation requires significant resources.

computationally intensive

Highlights the computational intensity required.

computationally expensive

Indicates the computation is costly in terms of resources.

difficult to compute

Simplifies to state that something is hard to compute.

complex calculation

Focuses on the complexity of the calculation itself.

FAQs

What is the correct way to say "computationally complexity"?

The correct phrase is "computational complexity". "Computationally" is an adverb, while "computational" is the correct adjective to modify the noun "complexity".

What does "computational complexity" mean?

Computational complexity refers to the amount of resources (e.g., time, memory) required by an algorithm to solve a problem. It is a fundamental concept in computer science.

How is "computational complexity" measured?

Computational complexity is typically measured using Big O notation, which describes how the resources grow as the input size increases. Examples include O(n), O(n^2), and O(log n).

What are some alternatives to "computational complexity"?

Depending on the context, you can use alternatives like "algorithmic complexity", "computational cost", or "resource-intensive computation".