small computational costs

USAGE SUMMARY

The phrase "small computational costs" is correct and usable in written English.
It can be used when discussing the efficiency or resource requirements of algorithms, processes, or systems in computing. Example: "The new algorithm was designed to minimize small computational costs while maximizing performance."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

Compared with others, MDL also has the great advantage of relatively small computational costs [27, 28].

EURASIP Journal on Advances in Signal Processing

It also shows that the model is efficient to simulate the water flow and solute transport in regional-scale areas with small computational costs.

Journal of Hydrology

The effective mutation rate that supplies high success rate and small computational costs is examined for different weightings of the fitness function.

Applied Soft Computing

The paper presents a tailor-made sequence of validation methods that aim at checking the existence of these behaviors for the hybrid model of the controlled plant with as small computational costs as possible.

Control Engineering Practice

Using these approaches, sets of reaction knockouts that improve the target production have been successfully identified with relatively small computational costs.

Bioinformatics

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

Thus, it is easy to simply encode the missing edges as errors, and use previous techniques with the exception that the computations would need to incorporate the errors, which adds a small computational cost, but may reduce the space needed quite significantly.

Journal of Big Data

We give numerical evidence that the method is stable and accurate for a relatively small computational cost.

Journal of Computational Physics

This leads to a small computational cost, but the reliability of the results is difficult to assess.

Journal of Sound and Vibration

There is a small computational cost associated with larger values of k, but this was easily offset by the increased model precision.

New Zealand Journal of Forestry Science

Here, the membrane problem is solved by adopting the Differential Quadrature Method (DQM), which provides accurate results at a relatively small computational cost.

Composite Structures

Besides, as the basis of reliability analysis, a parameter perturbation method with small computational cost is presented for the fast prediction of uncertain temperature responses.

International Journal of Thermal Sciences

Expert writing Tips

Best practice

When discussing algorithm performance, quantify "small computational costs" with specific metrics like time complexity or memory usage to provide concrete context.

Common error

Avoid exaggerating the benefits of "small computational costs". While efficiency is important, ensure the focus remains on overall performance and accuracy, not just cost reduction.

Linguistic Context

The phrase "small computational costs" functions as a descriptive term, typically acting as an adjective modifying a noun (e.g., algorithm, method). As shown in Ludwig, it describes attributes of something else. Ludwig AI points out that is correct.

Expression frequency: Common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

The phrase "small computational costs" is a common and grammatically correct term used to describe the efficiency of algorithms, methods, or systems in terms of resource usage. Ludwig AI confirms its validity for English writing. Predominantly found in scientific and technical contexts, it indicates that a particular process requires minimal computational resources, as seen in the provided examples from journals like the Journal of Computational Physics and Bioinformatics. When using the phrase, it's beneficial to quantify the costs with specific metrics for better clarity. While efficiency is important, avoid overstating its benefits; maintain focus on overall performance and accuracy. Alternatives like "low processing overhead" or "minimal resource requirements" can also be used depending on the context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

low processing overhead

Replaces "computational costs" with a more technical term, emphasizing the overhead involved in processing.

minimal resource requirements

Shifts the focus to the resources needed, using "minimal" to convey the small quantity.

efficient computation

Emphasizes the efficiency of the computation process itself, implying low costs.

modest computational expense

Substitutes "costs" with "expense" and uses "modest" to indicate the small amount.

reduced processing demands

Focuses on the demands placed on the processing system, indicating they are reduced.

economical computation

Highlights the economical aspect of the computation, suggesting it is cost-effective.

lightweight computation

Uses "lightweight" as an adjective to describe the computation, implying low resource use.

inexpensive calculation

Replaces "computational costs" with "calculation" and uses "inexpensive" to denote low cost.

streamlined processing

Emphasizes the streamlined nature of the processing, implying efficiency and low costs.

optimized computational load

Focuses on the optimization of the computational load, suggesting minimized costs.

FAQs

How can I use "small computational costs" in a sentence?

You can use "small computational costs" to describe algorithms or methods that are efficient in terms of resource usage. For example, "The new algorithm boasts "small computational costs", making it suitable for mobile devices." You can also say "low processing overhead".

What is an alternative to "small computational costs"?

Alternatives include "low resource requirements", "minimal processing power", or "efficient algorithms", depending on the specific context.

In what context is the phrase "small computational costs" typically used?

The phrase "small computational costs" is commonly used in technical and scientific writing, particularly in fields like computer science, engineering, and data science, to describe the efficiency of algorithms or methods.

Is it better to say "low computational costs" or "small computational costs"?

Both "small computational costs" and "low computational costs" are acceptable and convey similar meanings. "Low" might be slightly more common, but "small" is also widely used and understood. The choice often depends on personal preference or the specific style guidelines of the publication or document.