for computational reasons

USAGE SUMMARY

The phrase "for computational reasons" is correct and usable in written English.
It can be used when explaining a decision or action that is based on computational considerations or limitations. Example: "We decided to simplify the algorithm for computational reasons, ensuring it runs efficiently on all devices."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

For computational reasons, we recommend using the generalized Fisher information matrix as a basis for determining efficient designs for stated preference studies.

Transportation Research Part B: Methodological

For computational reasons, particle aggregation was assumed to occur within the eruption plume thereby affecting the original TGSD, which was modified considering a single aggregate class, depleting particle classes finer than the aggregate class itself.

Nature

For computational reasons, this combinatorial optimization problem is often solved by heuristic approaches.

EURASIP Journal on Wireless Communications and Networking

For computational reasons, we used the top 50 PCA coefficients as our feature representation.

EURASIP Journal on Image and Video Processing

For computational reasons, the combinatorial optimization problem in (3 5) is solved by a heuristic approach.

EURASIP Journal on Wireless Communications and Networking

Tephra fall models (e.g. TEPHRA2, FALL3D, HAZMAP) also adopt this assumption for computational reasons.

Journal of Applied Volcanology

For computational reasons, we do not include interactions between occupation and region effects.

IZA Journal of Labor Policy

For computational reasons, the search for an optimal femtocell layout with each criterion is divided into three stages.

EURASIP Journal on Wireless Communications and Networking

For computational reasons, the solutions are separately obtained for forward waves (Re(c) > 0) and backward waves (Re(c) < 0).

Earth, Planets and Space

The reduction of the simulation frequency is proposed as a simplification of the problem which is required for computational reasons.

EURASIP Journal on Wireless Communications and Networking

For computational reasons, we focus most of our discussion on score tests, which only require estimation of the model under the null.

SERIEs

Expert writing Tips

Best practice

When using "for computational reasons", clearly state the specific computational limitation or reason that influenced your decision. This provides context and transparency to your audience.

Common error

Avoid using "for computational reasons" as a vague justification without specifying the actual computational constraints. Be specific about whether it relates to memory limitations, processing power, or algorithmic complexity.

Linguistic Context

The phrase "for computational reasons" functions as an adverbial phrase or causal adjunct. It modifies a clause by providing the reason or motivation behind an action or decision. This is evident from Ludwig AI's examples where the phrase justifies specific methodological choices.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

In summary, "for computational reasons" is a frequently used phrase, as evidenced by Ludwig AI, in scientific and technical writing to justify choices made due to computational limitations or considerations. It serves as an adverbial phrase that explains the reasoning behind specific decisions. It is grammatically sound, appropriate for formal contexts, and commonly encountered in the scientific domain. When using this phrase, ensure to provide specific details about the computational constraint to avoid vagueness. The AI confirms the phrase's correctness and wide applicability in relevant fields.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

due to computational constraints

Emphasizes the limitations imposed by computational resources.

owing to computational limitations

Similar to "due to", highlighting the restrictive nature of computational resources.

because of computational demands

Focuses on the resource-intensive nature of computations as the reason.

in light of computational complexity

Highlights the intricacy of computations as a driving factor.

for the sake of computational efficiency

Prioritizes efficient computation as the primary motivator.

to reduce computational overhead

Specific to minimizing the burden on computational resources.

from a computational perspective

Shifts the focus to a viewpoint centered on computational considerations.

as a result of computational cost

Emphasizes the economic aspect of computational resources.

considering computational tractability

Highlights the need for computations to be manageable.

for feasible computation

Emphasizes the need for practical computation.

FAQs

How can I use "for computational reasons" in a sentence?

You can use "for computational reasons" to explain why a certain method was chosen or a simplification was made in a computational process. For example: "We used a heuristic approach "for computational reasons", as an exhaustive search would have been too time-consuming."

What phrases are similar to "for computational reasons"?

Similar phrases include "due to computational constraints", "owing to computational limitations", and "because of computational demands". These all indicate that a decision was influenced by computational considerations.

Is it appropriate to use "for computational reasons" in formal writing?

Yes, "for computational reasons" is appropriate for formal and technical writing, especially in scientific and academic contexts. It provides a clear and concise explanation for choices made in research or development.

What is the difference between "for computational reasons" and "for practical reasons"?

"For computational reasons" specifically refers to limitations or considerations related to computational resources or complexity. "For practical reasons" is a broader term that can encompass various factors, including computational limitations, but also includes other constraints such as time, cost, or feasibility.