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optimizing on

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "optimizing on" is not standard in written English; the correct form is "optimizing" or "optimizing for." You can use it when discussing the process of making something more efficient or effective, but it should be followed by "for" instead of "on." Example: "We are focusing on optimizing our processes for better performance."

⚠ May contain grammatical issues

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

19 human-written examples

Our findings indicate that site characteristics can be used to accurately predict maximum individual risk and total population risk at a given level of emissions, but that optimizing on one endpoint will be non-optimal for the other.

AI engineers anticipating the need to trace the effect of specific data on a model may choose to build a series of simple models optimizing on single dimensions, instead of one monolithic and very complex model.

News & Media

TechCrunch

He's still optimizing on price and hasn't accepted his term sheet.

News & Media

TechCrunch

And, as its innovations indicate, Netflix has invested a metric ton of development work optimizing on Amazon's infrastructure.

News & Media

TechCrunch

Optimizing on different colors from adjacent spots can lead to a more homogenous intensity increase of light sheet type illumination.

However, the research about optimizing on three or more responses via employing RSM and DF was very few.

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Human-verified similar examples from authoritative sources

Similar Expressions

41 human-written examples

Second, optimizing on-board systems (improving the legibility and intelligibility of information, simplifying dialogue) with reference to the functional capacities of older drivers generally also benefits the rest of the user population too.

In order to reduce this fraction, we propose a mathematical model to optimize on-chip memory configurations for minimal power.

For practical purposes we chose to optimize on only one of the probes.

The existing tetrahedral meshes were optimized on combining Laplacian and optimization-based mesh smoothing, nodal points deletion and insertion, and local remeshing.

The smoothing parameter s of the Parzen density estimate was also optimized on the training data, using the leave-one-out Lissack and Fu estimate (Duin, 2009).

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Expert writing Tips

Best practice

When aiming for precision, substitute the phrase "optimizing on" with the grammatically correct "optimizing for" to clearly indicate the target or goal of the optimization.

Common error

Avoid using "on" after "optimizing"; it's a common mistake. Instead, opt for "for" or rephrase to eliminate the preposition altogether for better clarity.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

76%

Authority and reliability

3.2/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "optimizing on" functions as a verb phrase intended to describe the act of making something as effective as possible in relation to a specific aspect. However, Ludwig AI indicates that this construction is generally considered grammatically incorrect, as the standard usage requires "optimizing for" instead.

Expression frequency: Common

Frequent in

Science

53%

News & Media

35%

Formal & Business

12%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "optimizing on" is a common expression used to describe the process of making something more effective in relation to a specific element. However, Ludwig AI analysis reveals that it is generally considered grammatically incorrect. The correct and more precise alternative is "optimizing for". While "optimizing on" appears across various contexts—including scientific, news, and business sources—it's essential to prioritize grammatical accuracy to maintain clarity and credibility. By choosing "optimizing for" or rephrasing the sentence, writers can ensure their message is both effective and grammatically sound.

More alternative expressions(10)

Phrases that express similar concepts, ordered by semantic similarity:

FAQs

What is the correct preposition to use after "optimizing"?

The correct preposition to use after "optimizing" is "for". Although you might encounter "optimizing on", it's generally considered grammatically incorrect. Therefore, instead of saying "optimizing on a specific metric", you should say "optimizing for a specific metric".

Is "optimizing on" grammatically correct?

While sometimes used, "optimizing on" is not considered grammatically correct in standard English. The correct form is "optimizing for". Using the correct preposition ensures clarity and adherence to grammatical conventions.

What can I say instead of "optimizing on"?

You can use alternatives like "optimizing for", "improving for", or rephrase the sentence to avoid the preposition altogether, such as "focusing on optimization".

Why is "optimizing on" considered incorrect?

The phrase "optimizing on" is considered incorrect because the preposition "on" doesn't logically connect to the action of optimizing. "For" is more appropriate because it indicates the purpose or target of the optimization process. Using "for" aligns with standard English grammatical structure and enhances clarity.

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Real-world application tested

Most frequent sentences: