optimal conditions

USAGE SUMMARY

The phrase "optimal conditions" is correct and usable in written English.
It is used to refer to conditions that are the best or most suitable. For example, "The company has achieved optimal conditions for success by focusing on customer service."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

58 human-written examples

It's not premised on optimal conditions.

The New York Times

And there is star-gazing under optimal conditions at Cherry Springs State Park, especially in winter.

The New York Times - Travel

We are setting up children to sub optimal conditions in later life".

The Guardian

So low air temperatures and low humidity are the optimal conditions for making snow.

The New York Times - Tech

And they have to do it under less than optimal conditions.

The New York Times

Under optimal conditions, the radios can far exceed the expected range.

The New York Times - Tech

Under optimal conditions, it can be done in sixteen hours and thirty-five minutes.

The New Yorker

We lament falling behind in standards, but do nothing to create optimal conditions for students to prosper.

The New York Times

Eric Rabe, a spokesman for Verizon, acknowledged that the maximum speed promised was what was available "under optimal conditions".

The New York Times - Tech

Human-verified similar examples from authoritative sources

Similar Expressions

2 human-written examples

Even in sub-optimal conditions.

The Guardian - Opinion

"You don't want to see the game decided in less-than-optimal conditions," DuPuy said.

The New York Times - Sports

Expert writing Tips

Best practice

When describing experimental setups or scientific processes, specify measurable parameters when detailing "optimal conditions". For example, instead of just stating "optimal conditions", mention specific temperature ranges or pH levels.

Common error

Don't use "optimal conditions" as a generic placeholder. Provide concrete details. For instance, instead of writing 'The experiment was conducted under optimal conditions', specify 'The experiment was conducted at 25°C with a pH of 7.0'.

Linguistic Context

The phrase "optimal conditions" functions primarily as a noun phrase, where 'optimal' modifies 'conditions'. It typically acts as a subject, object, or complement within a sentence, describing the best or most favorable circumstances for a specific outcome. As seen in Ludwig's examples, it indicates the ideal setup for achieving a desired result.

Expression frequency: Very common

Frequent in

Science

46%

News & Media

39%

Formal & Business

15%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "optimal conditions" is a frequently used noun phrase that describes the most favorable circumstances for achieving a specific outcome. Ludwig AI confirms its grammatical correctness and broad applicability. It is most commonly found in scientific and news contexts and serves to communicate precise and often measurable requirements for success. To use it effectively, remember to provide specific details about what constitutes these "optimal conditions" to avoid vagueness and ensure clarity. Alternatives include "ideal circumstances" or "prime conditions".

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

optimum environment

Uses 'optimum' instead of 'optimal', which are very close synonyms but may have slightly different connotations in specific fields.

ideal circumstances

Replaces 'optimal' with 'ideal' while retaining the focus on the best possible situation.

best-case scenario

Uses a scenario-based framing, emphasizing the most favorable potential outcome.

prime conditions

Substitutes 'optimal' with 'prime' highlighting the notion of superior quality and suitability.

favorable circumstances

Replaces 'optimal' with 'favorable', suggesting a situation that supports success.

perfect conditions

Emphasizes the flawlessness of the setting, implying it is without any deficiencies.

idealized environment

Shifts focus from conditions to the overall environment being perfect or ideal.

most suitable circumstances

Highlights suitability and appropriateness for a particular purpose or goal.

best possible setting

Focuses on the setting or environment as being the most advantageous.

peak operating parameters

More technical and specific, referring to parameters that yield the best performance.

FAQs

How can I use "optimal conditions" in a sentence?

You can use "optimal conditions" to describe the most favorable circumstances for a particular outcome, such as: "The plant thrives under "optimal conditions" of sunlight and moisture".

What's a formal synonym for "optimal conditions"?

In formal contexts, you might replace "optimal conditions" with alternatives like "ideal circumstances" or "prime conditions", depending on the specific nuance you wish to convey.

Is it correct to say "sub-optimal conditions"?

Yes, "sub-optimal conditions" is a grammatically correct and commonly used phrase to describe conditions that are less than ideal, as seen in some Ludwig's examples.

What is the difference between "optimal conditions" and "best conditions"?

"Optimal conditions" and "best conditions" are often used interchangeably, but "optimal" suggests a more scientifically determined or precisely defined set of circumstances, whereas "best" is a more general term.