computationally expensive

USAGE SUMMARY

The phrase "computationally expensive" is correct and usable in written English.
It is typically used in the context of discussing algorithms or processes that require a significant amount of computational resources, such as time or memory. Example: "The algorithm is computationally expensive, making it impractical for large datasets."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

But here, the computationally expensive effect is working in real-time.

The Guardian - Tech

These are computationally expensive.

EURASIP Journal on Image and Video Processing

Curve matching is computationally expensive.

EURASIP Journal on Advances in Signal Processing

Detailed models are computationally expensive.

Engineering Structures

This method is computationally expensive.

Computer Methods in Applied Mechanics and Engineering

However, it is computationally expensive.

Computer Vision and Image Understanding

Implementation of radial gradients is computationally expensive.

Journal of Cheminformatics

However, the aggregation process becomes computationally expensive.

EURASIP Journal on Image and Video Processing

Such chains can be computationally expensive.

EURASIP Journal on Advances in Signal Processing

Together, this means computationally expensive filter updates.

EURASIP Journal on Advances in Signal Processing

However, this approach is quite computationally expensive.

EURASIP Journal on Advances in Signal Processing

Expert writing Tips

Best practice

Consider alternatives like "resource-intensive" or "computationally intensive" if you want to avoid jargon or need to emphasize a broader scope of resources.

Common error

Avoid overusing "computationally expensive" when describing processes. Vary your vocabulary with terms like "resource-intensive" or "algorithmically complex" to maintain reader engagement and precision.

Linguistic Context

The phrase "computationally expensive" functions as an adjective phrase, modifying nouns to indicate that a process, method, or algorithm requires significant computational resources. Ludwig AI confirms its correct usage in numerous contexts.

Expression frequency: Very common

Frequent in

Science

95%

News & Media

3%

Formal & Business

2%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "computationally expensive" is a correct and frequently used adjective phrase, primarily employed within scientific and technical domains. As Ludwig AI confirms, it effectively describes processes that demand substantial computational resources. While alternatives like "resource-intensive" or "computationally intensive" exist, "computationally expensive" offers a specific emphasis on the computational aspect. Best practices include specifying the type of resource affected and avoiding overuse by incorporating varied vocabulary to enrich your writing. Furthermore, its dominant presence in authoritative science journals underscores its reliability and precision within these contexts.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

computationally intensive

Highlights the high level of computation required.

highly demanding in computation

Directly describes the significant computational demands.

resource-intensive

Focuses on the broader aspect of resource consumption, not limited to computation.

computationally heavy

Implies a significant load on computational resources.

requiring significant processing power

Focuses on the hardware requirements for computation.

algorithmically complex

Emphasizes the complexity of the underlying algorithms.

computationally exorbitant

Emphasizes the excessive computational cost.

time-consuming to compute

Specifically addresses the temporal aspect of computation.

operationally burdensome

Highlights the operational difficulties due to computational demands.

difficult to process

Focuses on the challenge presented by the processing requirements.

FAQs

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

You can use "computationally expensive" to describe algorithms or processes that require significant computational resources. For example: "The algorithm is "computationally expensive", making it impractical for large datasets."

What are some alternatives to "computationally expensive"?

Alternatives include "resource-intensive", "computationally intensive", or "algorithmically complex", depending on the specific context.

When is it appropriate to use "computationally expensive"?

It is appropriate when you want to emphasize the high demand on computing resources such as processing time, memory usage, or power consumption by an algorithm or process.

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

While related, they aren't identical. "Computationally complex" refers to the intricacy of the algorithm, while "computationally expensive" refers to the resources it consumes. A complex algorithm can be, but is not always, "computationally expensive".