Computationally efficient

USAGE SUMMARY

The phrase "Computationally efficient" is correct and usable in written English.
It can be used when discussing algorithms, processes, or methods that require less computational resources or time to execute. Example: "The new algorithm is computationally efficient, allowing for faster data processing without sacrificing accuracy."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Computationally efficient.

Journal of Modern Power Systems and Clean Energy

Computationally efficient turbulence closure schemes are formulated and evaluated.

Journal of Wind Engineering and Industrial Aerodynamics

Computationally efficient algorithm for finding all of them was designed.

Mathematical Social Sciences

The method is computationally efficient and, with minor modifications, is still used by computers.

Encyclopedia Britannica

These methods are computationally efficient.

EURASIP Journal on Advances in Signal Processing

This approach is computationally efficient.

EURASIP Journal on Wireless Communications and Networking

These algorithms are computationally efficient.

EURASIP Journal on Advances in Signal Processing

The method is computationally efficient.

Ocean Engineering

The design is computationally efficient.

Chemical Engineering Science

Thus, this method is computationally efficient.

EURASIP Journal on Wireless Communications and Networking

The presented algorithms were also computationally efficient.

EURASIP Journal on Advances in Signal Processing

Expert writing Tips

Best practice

When describing an algorithm or process, quantify the efficiency gains whenever possible (e.g., "reduces computation time by 50%").

Common error

Avoid claiming that a method is "computationally efficient" without providing evidence or benchmarks to support the claim. Always back up your assertions with data or comparisons.

Linguistic Context

The phrase "Computationally efficient" functions as an adjective phrase, modifying nouns to describe algorithms, methods, or systems that are optimized for resource usage. As confirmed by Ludwig AI, it’s a positive descriptor used to emphasize performance benefits.

Expression frequency: Very common

Frequent in

Science

95%

Formal & Business

3%

Encyclopedias

2%

Less common in

News & Media

0%

Academia

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "Computationally efficient" is a frequently used phrase, primarily in scientific and technical writing, to describe methods that minimize resource usage. Ludwig AI confirms that the phrase is grammatically correct and widely applicable. When using this phrase, it’s important to provide supporting evidence to avoid overstated claims. Alternatives like "resource-efficient" or "algorithmically optimized" can be used depending on the context. Understanding these nuances ensures clear and effective communication in technical discussions.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Resource-efficient

Focuses on efficient use of resources, a broader term than just computational aspects.

Algorithmically optimized

Specifically refers to the optimization of an algorithm for better performance.

Highly performant

Emphasizes the high performance achieved through efficient computation.

Fast-executing

Highlights the speed of execution due to computational efficiency.

Lean computation

Implies using minimal computational resources to achieve a result.

Optimized for speed

Directly refers to the optimization process with the goal of increasing speed.

Computationally streamlined

Suggests that the computational process has been made more efficient.

Time-efficient

Focuses primarily on the reduction of time required for computation.

High throughput

Highlights the capacity to process a large volume of computations quickly.

Efficiently implemented

Emphasizes that the design and construction allow for efficient operation.

FAQs

How can I use "Computationally efficient" in a sentence?

You can use "Computationally efficient" to describe algorithms, methods, or systems that perform calculations quickly and with minimal resource usage. For example: "The new algorithm is "computationally efficient", making it suitable for real-time applications."

What are some alternatives to "Computationally efficient"?

Alternatives include "resource-efficient", "algorithmically optimized", or "highly performant" depending on the specific context.

What does it mean for an algorithm to be "Computationally efficient"?

For an algorithm to be "Computationally efficient", it means that the algorithm is designed to solve a problem with minimal use of computational resources such as time and memory. It completes its task using fewer steps or less memory than alternative approaches.

How is "Computationally efficient" different from "Computationally effective"?

"Computationally effective" implies that the algorithm successfully achieves the desired outcome, while "Computationally efficient" emphasizes that it does so using minimal resources. An algorithm can be effective but not efficient, and vice versa.