algorithmically efficient

USAGE SUMMARY

The phrase "algorithmically efficient" is correct and usable in written English.
It can be used when discussing the performance or effectiveness of algorithms in terms of their resource usage, such as time or space complexity. Example: "The new sorting algorithm is algorithmically efficient, allowing it to handle large datasets with minimal processing time."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

So, a search engine that enables its users to determine the position of an information resource in a search results list (capturing this way "the wisdom of the crowd" [27]) will always be better than the most algorithmically efficient large-scale search engine.

Journal of Internet Services and Applications

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

The search for these correspondences can be realized algorithmically in an efficient way using sorted tables of the feature values of both input frames.

Plosone

This module is algorithmically explained in Algorithm 1.

EURASIP Journal on Information Security

The original Movinga vision was to build a marketplace for home removals that would use technology to make the process more efficient both for the consumer — through instant algorithmically-generated quotes — and for removal companies who, via the startup's tech, could aggregate jobs so as to make use of spare capacity, such as on a return journey from one city to another.

TechCrunch

However, because being a pRAF is necessary for being an RAF, and because detecting pRAFs is computationally more efficient than detecting RAFs (see below), pRAFs are algorithmically useful for detecting RAFs inside a large chemical reaction system (see below).

Algorithms for Molecular Biology

Algorithmically, a variant of the Sankoff (1985) algorithm is used.

Bioinformatics

Algorithmically, our goal is to design a method which is robust and efficient.

Computer Methods in Applied Mechanics and Engineering

Although the idea for the present formulation came from the fictitious domain formulation of Glowinski et al. [J. Comput. Phys. 169 (2001) 363] it finally yielded a new scheme which allows for a more efficient integration of the system of equations and which is easier to implement algorithmically.

Journal of Computational Physics

It was still perfected algorithmically, though.

The Guardian - Tech

He thinks algorithmically, but on a whiteboard.

The New Yorker

A commercial, algorithmically operated public record based in Silicon Valley.

The Guardian - Tech

Expert writing Tips

Best practice

When describing algorithms, use "algorithmically efficient" to emphasize that the efficiency stems from the algorithm's design, not just the hardware it runs on.

Common error

Avoid using "algorithmically efficient" when simply referring to general efficiency. Ensure that the efficiency is directly attributable to the algorithm's specific properties, otherwise, use a more general term like "efficient" or "optimized".

Linguistic Context

The phrase "algorithmically efficient" functions as an adverb-adjective pair modifying a noun, usually algorithm. It indicates the manner in which an algorithm achieves efficiency. Ludwig provides examples demonstrating its use in describing search engines and other computational processes.

Expression frequency: Rare

Frequent in

Science

70%

News & Media

20%

Formal & Business

10%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "algorithmically efficient" is a phrase used to describe the efficiency of algorithms, particularly in their design and resource usage. While Ludwig AI analysis recognizes it as grammatically correct, it's not very common. Alternatives like "computationally efficient" or "efficient algorithm" may be used depending on the context. It's best suited for formal, technical, and scientific contexts when precision is important. Overusing it as a general qualifier should be avoided. Ludwig examples suggest "algorithmically efficient" is most often found in Science and News & Media articles.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

computationally efficient

Replaces "algorithmically" with "computationally", emphasizing the calculation aspect.

efficient algorithm

Reverses the order to emphasize the algorithm itself.

optimized algorithm

Focuses on the optimization aspect of the algorithm.

high-performance algorithm

Highlights the high performance capabilities.

streamlined algorithm

Emphasizes the simplicity and directness of the algorithm.

resource-efficient algorithm

Focuses on the efficient use of resources like memory and processing power.

time-efficient algorithm

Specifically emphasizes efficiency in terms of time.

space-efficient algorithm

Specifically emphasizes efficiency in terms of memory usage.

effective algorithm

Highlights the algorithm's effectiveness in achieving its goal.

well-optimized algorithm

Highlights the extensive optimization of the algorithm.

FAQs

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

You can use "algorithmically efficient" to describe algorithms that perform well with minimal resource usage. For example, "The new search engine is better than the most "algorithmically efficient" large-scale search engine."

What's the difference between "algorithmically efficient" and "computationally efficient"?

"Algorithmically efficient" refers specifically to the efficiency derived from the algorithm's design, while "computationally efficient" is a broader term that can encompass both algorithmic and hardware-related efficiencies. Thus, while very close in meaning, "computationally efficient" refers more generally to efficiency in computation.

What can I say instead of "algorithmically efficient"?

Alternatives include "computationally efficient", "efficient algorithm", or "optimized algorithm", depending on the specific context and the aspect of efficiency you want to emphasize.

In what contexts is it appropriate to use "algorithmically efficient"?

It's suitable in technical discussions, academic papers, and contexts where you want to highlight that the efficiency comes from the algorithm's inherent properties, like when discussing software development or computational science. This is also different to "resource-efficient algorithm" where it is important how the resources are used.