computationally complicated

USAGE SUMMARY

The phrase "computationally complicated" is correct and usable in written English.
You can use it when describing a problem, algorithm, or process that requires significant computational resources or complexity to solve or understand. Example: "The algorithm is computationally complicated, making it challenging to implement in real-time applications."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

9 human-written examples

Traditional approaches for analysis of censored data are computationally complicated.

Computers & Industrial Engineering

Calculation of P-T coexistence curves may be computationally complicated.

Chemical Engineering Science

The GMM estimation methods are designed with the fixed individual and time effects eliminated from the model, and are computationally tractable even under circumstances where the ML approach would be either infeasible or computationally complicated.

Journal of Econometrics

Thus, determining the optimal w ~ i 's is difficult and computationally complicated in practice.

EURASIP Journal on Advances in Signal Processing

However, both algorithms are computationally complicated and can result in biased estimations.

EURASIP Journal on Advances in Signal Processing

Although in Section 4 we obtain the exact closed-form expression of outage probability for the considered UCR-OR systems, the derivations are computationally complicated and do not offer insight into the impact of system parameters on system performance.

EURASIP Journal on Wireless Communications and Networking

Human-verified similar examples from authoritative sources

Similar Expressions

51 human-written examples

Currently not all standard software packages like Review Manager provide an option to perform an HKSJ analysis, although the HKSJ method is computationally not complicated and the importance of suitable methods for meta-analyses with small numbers of trials is apparent.

BMC Medical Research Methodology

This format, although computationally efficient, complicates the treatment of non-uniform polynomial approximations.

Journal of Computational Physics

A sub-optimal policy is also presented which is less computationally intensive and complicated.

Computer Networks

This term is considered as an additional regularizing term whose addition to the minimization scheme (5) can be computationally expensive and complicated.

Earth, Planets and Space

It is to be emphasized that nonlinear minimization problem (27), (28) is much more complicated computationally than the GRAS problem of minimizing the objective function (29) subject to constraints (28).

Journal of Economic Structures

Expert writing Tips

Best practice

Pair "computationally complicated" with specific examples of why a process is complex. For example, mention the large datasets involved or the iterative nature of the calculations.

Common error

Avoid using "computationally complicated" when a process is simply lengthy or requires a large dataset without involving inherently complex algorithms or calculations.

Linguistic Context

The phrase "computationally complicated" functions as an adjective phrase that modifies a noun, describing the nature of a process, algorithm, or model. It indicates that the entity being described requires significant computational resources or intricate algorithms, as confirmed by Ludwig.

Expression frequency: Uncommon

Frequent in

Science

80%

Academia

10%

News & Media

10%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "computationally complicated" serves as a descriptor for processes demanding significant computational resources. Ludwig AI analysis confirms it as grammatically correct and suitable for formal contexts, especially within science and academia. When seeking alternatives, consider "computationally intensive" or "algorithmically complex" for nuanced expression. Use "computationally complicated" to highlight the intricacies of algorithms or models, ensuring that its deployment is contextually accurate and aligns with the intended scientific or technical subject matter.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

computationally intensive

Focuses on the amount of computational resources required.

computationally expensive

Highlights the cost (in terms of resources or time) associated with the computation.

algorithmically complex

Emphasizes the complexity of the underlying algorithm.

mathematically intricate

Focuses on the mathematical difficulty involved.

difficult to compute

States the difficulty in performing the computation.

complex to calculate

Highlights the complexity in performing the calculation.

resource-intensive computation

Indicates that the computation requires significant resources.

high computational load

Describes the significant load on computational resources.

computationally challenging

Focuses on the challenging nature of the computation.

hard to process computationally

Emphasizes the difficulty for computers to process.

FAQs

How can I use "computationally complicated" in a sentence?

You can use "computationally complicated" to describe algorithms, models, or processes that require substantial computing power and sophisticated techniques. For example: "The algorithm is "computationally complicated", making real-time implementation challenging".

What are some alternatives to "computationally complicated"?

Some alternatives include "computationally intensive", "algorithmically complex", or "mathematically intricate", depending on the specific aspect you want to emphasize.

Is "computationally complex" the same as "computationally complicated"?

While similar, "computationally complex" often refers to the theoretical difficulty of a problem, while ""computationally complicated"" usually describes the practical challenges of implementing a solution.

When is it appropriate to use "computationally complicated" instead of "complicated"?

Use "computationally complicated" when the complexity specifically relates to the computational aspects of a problem, such as the algorithms or resources needed. Use "complicated" for general complexity.