computationally problematic

USAGE SUMMARY

The phrase "computationally problematic" is correct and usable in written English.
It can be used to describe a situation, problem, or task that poses challenges or difficulties in terms of computation or processing. Example: "The algorithm proved to be computationally problematic, leading to excessive processing time and resource consumption."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

The formulae for these distributions are often very complex and computationally problematic.

Journal of Statistical Distributions and Applications

One-stage method in which interactions are tested using all samples at one time may be computationally problematic, may have low power as the number of markers tested increases and may not be cost-efficient.

Journal of Theoretical Biology

Currently, the applicability of macroscopic Dynamic Network Loading (DNL) models for large-scale problems such as network-wide traffic management, reliability and vulnerability studies, network design, traffic flow optimization and dynamic origin destination (OD) estimation is computationally problematic.

Transportation Research Part C: Emerging Technologies

Highly detailed air transportation models can be over determined and computationally problematic.

Plosone

Of course, since maximal cliques have to be found in order to build the k-clique communities, this method can be computationally problematic [ 19], although in practice it performs very well.

Algorithms for Molecular Biology

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

These deaths can be applied to everybody or (computationally more problematic but biologically more realistic) to newborn babies only (Martins and Cebrat, 2000).

Bioinformatics and Biology Insights

Although single-protofilament models can explain many experimental observations and are computationally attractive, they are problematic for not taking into account lateral bond interactions.

BioEssays

The method makes maximal use of the available genotype data, is computationally efficient via use of matrix algebra and does not depend on problematic solutions such as imputation.

BMC Genomics

Using a similar method to count the number of activated transport reactions is problematic as it requires k· n additional Boolean auxiliary variables, which is computationally intractable.

Bioinformatics

Although these extensions are computationally effective, the particular implementation and interpretation of the additional terms and the corresponding constitutive parameters is problematic.

International Journal of Solids and Structures

Acutely problematic.

The New York Times

Expert writing Tips

Best practice

When using "computationally problematic", consider the specific aspect of the computation that is problematic. Is it the time, resources, or the complexity of the algorithm? Be precise in your description.

Common error

Avoid using "computationally problematic" as a vague placeholder for any computational issue. Provide specific details about why the computation is problematic, such as excessive memory usage or slow processing time.

Linguistic Context

The phrase "computationally problematic" functions as an adjective phrase modifying a noun. It describes something that presents difficulties or challenges when being processed by a computer. As confirmed by Ludwig AI, this is perfectly acceptable in written English.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

20%

Encyclopedias

10%

Less common in

Formal & Business

5%

Reference

3%

Wiki

2%

Ludwig's WRAP-UP

In summary, the phrase "computationally problematic" is a grammatically correct and usable expression to describe issues related to computation that present difficulties or challenges. According to Ludwig AI, the expression is well-formed. While not extremely common, it appears primarily in scientific and technical contexts, and it's important to be specific about the source of the problem when using it. Alternatives like "computationally challenging" or "computationally intensive" can be used depending on the nuances you want to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

computationally difficult

Emphasizes the difficulty in performing the computation.

computationally challenging

Replaces "problematic" with "challenging", indicating a difficulty that requires effort to overcome.

computationally complex

Highlights the intricate and complicated nature of the computation.

computationally intensive

Focuses on the high computational resources required, rather than the problematic nature.

computationally expensive

Highlights the high cost, typically in terms of time or resources, associated with the computation.

computationally prohibitive

Indicates that the computational requirements are so high as to prevent practical implementation.

computationally infeasible

Suggests that the computation cannot be done with available resources or methods.

algorithmically demanding

Focuses on the demands placed on the algorithm itself.

resource-intensive computation

Highlights that the computation requires many resources.

numerically unstable

Describes computations that are prone to errors due to the nature of numerical methods.

FAQs

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

Use "computationally problematic" to describe algorithms, models, or processes that present challenges due to their computational demands or complexity. For example, "The simulation became computationally problematic as the number of variables increased."

What does "computationally problematic" mean?

"Computationally problematic" refers to something that presents difficulties or challenges when being processed or calculated by a computer, often due to high resource requirements or algorithmic complexity.

What are some alternatives to "computationally problematic"?

Alternatives include "computationally challenging", "computationally intensive", or "computationally expensive", depending on the specific aspect you want to emphasize.

Is "computationally problematic" the same as "computationally inefficient"?

While related, they are not identical. "Computationally inefficient" implies a waste of resources, while "computationally problematic" suggests that the computation poses difficulties or obstacles, even if it's not necessarily inefficient. A computationally intensive task might be computationally problematic because it takes too long, even if the algorithm is efficient.