computationally advantageous

USAGE SUMMARY

The phrase "computationally advantageous" is correct and usable in written English.
It can be used when discussing methods, algorithms, or processes that provide benefits in terms of computational efficiency or resource usage. Example: "Using this algorithm is computationally advantageous, as it reduces processing time significantly."

✓ Grammatically correct

Science

Artificial Intelligence

Engineering

Mathematics

Human-verified examples from authoritative sources

Exact Expressions

24 human-written examples

In this perspective, sparse matrices are computationally advantageous.

Applied Mathematics and Computation

Therefore, the presented method provides an alternative computationally advantageous tool for the design of inflatable dams.

Applied Mathematics and Computation

Common algorithms use the voltage angles at the buses as optimization variables, but alternatives can be computationally advantageous.

Electric Power Systems Research

In particular, the use of singular values and vectors is computationally advantageous in considering multiple load cases.

Journal of Sound and Vibration

First, expressing the joint dependence structure in terms of bivariate copulas leads to a computationally advantageous expression for the likelihood function.

Computational Statistics & Data Analysis

VDQ is computationally advantageous since it has a fast rate of convergence and can reproduce the results of molecular dynamics simulations.

Composite Structures

Human-verified similar examples from authoritative sources

Similar Expressions

36 human-written examples

It is shown that the new method is computationally more advantageous than the conventional companion matrix method.

Journal of Sound and Vibration

Note, by virtue of the final re definition, the POD-greedy generates hierarchical spaces X N, 1 ≤ N ≤ N max, which is computationally very advantageous.

Journal of Mathematics in Industry

First, the score test is computationally more advantageous because it only needs parameter estimates under the null whereas the Wald test needs parameter estimates under the alternative and the likelihood ratio test needs both.

Plosone

This makes local anisotropic adaptive techniques quite advantageous computationally.

Journal of Computational Physics

The algorithm is computationally efficient and is advantageous on a dataset that consists of compact and well-separated clusters [8].

EURASIP Journal on Advances in Signal Processing

Expert writing Tips

Best practice

Ensure that the context clearly indicates what specific computational aspect is advantageous (e.g., speed, memory, power consumption).

Common error

Avoid claiming a method is "computationally advantageous" without sufficient evidence or comparison to alternative approaches. Always provide context and, ideally, quantitative metrics to support the claim.

Linguistic Context

The phrase "computationally advantageous" functions as an adjective phrase modifying a noun, typically describing a method, algorithm, or approach. As Ludwig AI explains, it denotes something beneficial in terms of computational efficiency, as highlighted in several examples.

Expression frequency: Common

Frequent in

Science

80%

Academia

10%

Formal & Business

5%

Less common in

News & Media

2%

Encyclopedias

2%

Reference

1%

Ludwig's WRAP-UP

In summary, "computationally advantageous" is a valuable term for highlighting the efficiency and benefits of methods in technical contexts. As Ludwig AI confirms, the phrase is grammatically sound and frequently appears in scientific and academic writing. When using this phrase, ensure you provide specific details about what makes the method advantageous, and consider alternatives like "computationally efficient" or "computationally beneficial" to add nuance. By using "computationally advantageous" correctly, you can clearly communicate the value of your approach to others.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

computationally efficient

Focuses directly on the efficiency aspect, emphasizing reduced resource consumption.

computationally beneficial

Highlights the positive impact on computation, suggesting a valuable improvement.

computationally optimized

Indicates that a process or algorithm has been refined for better computational performance.

algorithmically efficient

Specifically refers to the efficiency of an algorithm in terms of computational resources.

resource-efficient computationally

Emphasizes the conservation of resources during computation.

computationally streamlined

Suggests a simplification or acceleration of computational processes.

computationally economic

Highlights the cost-effectiveness of a computational approach.

computationally facile

Indicates that a method is easy and quick to compute.

computationally lean

Emphasizes the minimal use of computational resources.

advantageous from a computational perspective

More explicitly states that the advantage is related to computation.

FAQs

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

Use "computationally advantageous" to describe a method, algorithm, or approach that offers benefits in terms of computational efficiency, such as reduced processing time or lower memory usage. For example, "Using sparse matrices is "computationally advantageous" when dealing with large datasets".

What are some alternatives to "computationally advantageous"?

Alternatives include "computationally efficient", "computationally beneficial", or "computationally optimized". The best choice depends on the specific context and the type of advantage you want to emphasize.

In what contexts is it appropriate to use the term "computationally advantageous"?

The term is suitable in academic papers, technical documentation, and presentations where you need to highlight the benefits of a particular method or algorithm in terms of computational resources and performance. For example, you might say that a new algorithm is "computationally advantageous" compared to existing methods for solving a specific problem.

What makes an algorithm or method "computationally advantageous"?

An algorithm or method is "computationally advantageous" if it requires fewer computational resources (such as time, memory, or energy) to achieve the same result compared to other available options. This can be due to factors like improved algorithm design, efficient data structures, or parallel processing techniques. For instance, using GPU acceleration can be "computationally advantageous" for certain types of calculations.