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

Academia

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

59 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

To put it another way: Be careful not to do a "half Zappos": If you decide to emulate Zappos, home of the warm and fuzzy 10 hour customer service call, be sure you also emulate their highly efficient, automated, algorithmically enhanced ordering process.

Forbes

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

For example, predictive coding makes document review more efficient by exposing the reviewer only to those documents that have been sorted algorithmically based on the specifications of the producing party.

Forbes

Rivers are also algorithmically grown.

Stanford University

Expert writing Tips

Best practice

When describing a system or process, specify which aspect of efficiency you are referring to (e.g., time, memory, cost).

Common error

Avoid using "algorithmically efficient" without providing context. Specify what makes the algorithm efficient (e.g., speed, resource usage) to avoid ambiguity.

Linguistic Context

The phrase "algorithmically efficient" functions as an adjective phrase modifying a noun. Ludwig provides examples showing its role in describing search engines and ordering processes.

Expression frequency: Rare

Frequent in

Science

34%

News & Media

33%

Academia

33%

Less common in

Formal & Business

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "algorithmically efficient" is a phrase used to describe algorithms that perform their tasks effectively with minimal use of resources. As Ludwig AI points out, it is grammatically correct and best suited for technical contexts, especially when precision is needed. While it may not be commonly used, as confirmed by Ludwig, understanding its meaning and usage can improve clarity in discussions about algorithmic performance. When using the phrase, it's important to specify the aspects of efficiency you're highlighting, such as time, memory, or cost. Alternatives like "computationally efficient" or "optimized algorithm" can also be considered based on the specific context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Computationally efficient

Emphasizes the computational aspect of efficiency, focusing on resources used during computation.

Efficient algorithm

Reverses the order to emphasize the algorithm itself being efficient.

Optimized algorithm

Highlights that the algorithm has been improved for better performance.

Highly efficient algorithm

Adds intensity to the efficiency of the algorithm.

Algorithmically optimized

Focuses on the optimization process being done algorithmically.

Efficiently implemented algorithm

Highlights the quality of the implementation of the algorithm.

Resource-efficient algorithm

Focuses on minimizing the resources used by the algorithm.

Time-efficient algorithm

Specifically highlights the time aspect of the algorithm's efficiency.

Algorithm with high performance

Shifts the focus to the overall performance of the algorithm.

Lean algorithm

Emphasizes the simplicity and lack of unnecessary complexity in the algorithm.

FAQs

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

You can say, "The new sorting algorithm is "algorithmically efficient", allowing it to handle large datasets quickly".

What is a good alternative to "algorithmically efficient"?

Alternatives include "computationally efficient", "optimized algorithm", or "resource-efficient algorithm", depending on the context.

Is "algorithmically efficient" the same as "efficient algorithm"?

While similar, "algorithmically efficient" describes the inherent efficiency due to the algorithm itself, while "efficient algorithm" emphasizes the algorithm as a whole being efficient in its task. They are largely interchangeable but the focus is slightly different.

When should I use "algorithmically efficient" over a simpler term like "efficient"?

Use "algorithmically efficient" when you want to specifically highlight that the efficiency stems from the design and properties of the algorithm itself, rather than external factors. It adds a level of technical precision.