efficient computation

USAGE SUMMARY

The phrase "efficient computation" is correct and usable in written English.
It can be used when discussing the effectiveness and speed of computational processes or algorithms in various contexts, such as computer science or data analysis. Example: "The new algorithm allows for efficient computation of large datasets, significantly reducing processing time."

✓ Grammatically correct

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The theory of computing is the study of efficient computation, models of computational processes, and their limits.

Cornell University

Quantum computers are unnecessary for exponentially efficient computation or simulation if the Extended Church-Turing thesis is correct.

Science Magazine

Mathematics and Computation provides a broad, conceptual overview of computational complexity theory the mathematical study of efficient computation.

Princeton University

Thus, the efficient computation of marginal genotype probabilities using equation 4 requires an efficient algorithm to compute the likelihood.

Genetics, Selection, Evolution

Deneve, S., Latham, P. E. & Pouget, A. Efficient computation and cue integration with noisy population codes.

Nature

& Pouget, A. Efficient computation and cue integration with noisy population codes.

Nature

Lewis, A., Challinor, A. & Lasenby, A. Efficient computation of cosmic microwave background anisotropies in closed Friedmann Robertson Walker models.

Nature

Computing the expected accuracy is \NP-hard, so we propose approximation techniques for efficient computation.

Stanford University

Computing the expected accuracy is \ \P-hard, so we propose approximation techniques for efficient computation.

Stanford University

The parametric bootstrap can be used for the efficient computation of Bayes posterior distributions.

Stanford University

Complexity theory studies the power and limitations of efficient computation, and cryptography aims to design protocols that withstand adversarial behavior.

Harvard University

Expert writing Tips

Best practice

When aiming for "efficient computation", prioritize algorithms and data structures that minimize time and space complexity. Always benchmark different approaches to identify the most effective method for your specific problem.

Common error

A common pitfall is focusing solely on hardware or infrastructure improvements while neglecting the underlying algorithmic complexity. Even with powerful hardware, an inefficient algorithm will still lead to suboptimal "efficient computation". Always optimize algorithms first.

Linguistic Context

The phrase "efficient computation" functions primarily as a noun phrase where the adjective "efficient" modifies the noun "computation". This describes the characteristic of computation being performed effectively and with minimal wasted resources, as confirmed by Ludwig.

Expression frequency: Very common

Frequent in

Science

69%

Academia

31%

News & Media

0%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "efficient computation" is a grammatically sound and frequently used phrase, as determined by Ludwig. It primarily functions as a noun phrase emphasizing the effectiveness and speed of computational processes. Predominantly found in scientific and academic contexts, the phrase describes methods that optimize resource use and performance. Alternatives like "effective calculation" or "optimized processing" can be used depending on the nuance required. When employing "efficient computation", prioritize algorithmic complexity and benchmark different methods for optimal results.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

effective calculation

This alternative focuses on the result of being effective, rather than specifically highlighting efficiency.

optimized processing

This phrase emphasizes the improvement and streamlining of the processing aspect.

streamlined calculation

This option suggests simplifying the calculation process to improve efficiency.

expedited computation

This highlights the speed at which the computation is performed.

rapid calculation

This emphasizes the speed and swiftness of the calculation.

economical computation

This suggests that the computation is cost-effective in terms of resources or time.

resourceful computation

This option emphasizes using available resources effectively during computation.

agile computation

This phrase conveys the flexibility and adaptability of the computational method.

smart computation

This suggests that the method is intelligent and makes optimal decisions.

accelerated processing

This alternative underlines the sped-up nature of the processing stage.

FAQs

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

You can use "efficient computation" to describe methods or algorithms that perform calculations quickly and with minimal resource usage. For example, "The new algorithm allows for "efficient computation" of large datasets".

What are some alternatives to "efficient computation"?

Alternatives include "effective calculation", "optimized processing", or "streamlined calculation", depending on the specific context you wish to convey.

What does "efficient computation" mean in the context of algorithm design?

In algorithm design, "efficient computation" refers to creating algorithms that minimize the use of computational resources such as time and memory, while still producing accurate and reliable results.

What factors contribute to "efficient computation" in software development?

Factors contributing to "efficient computation" include selecting appropriate data structures, optimizing algorithms for minimal complexity, leveraging hardware acceleration where possible, and minimizing I/O operations.