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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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close to optimal

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "close to optimal" is correct and usable in written English.
You can use it when referring to the degree to which something is nearly the best possible option or result. For example, "Our team achieved a score that was close to optimal for the game."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

44 human-written examples

"We were close to optimal this evening," said the Dortmund coach Jürgen Klopp.

The solutions found by the EA are close to optimal.

In addition, the ratio between hydrogen and carbon in the syngas will be close to optimal.

A quantum dot device reaches close to optimal thermoelectric efficiency by working with electrons that lever heat.

Science & Research

Nature

An example follows, but there is no guarantee that my way of running ModelSim is even close to optimal.

These bounds are close to optimal when s is close to d/p.

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Human-verified similar examples from authoritative sources

Similar Expressions

16 human-written examples

We consider that minimal values for the cost function produce cache configurations close to optimal-Pareto.

This code was used in: Masquelier T (2017) STDP allows close-to-optimal spatiotemporal spike pattern detection by single coincidence detector neurons.

It is clearly shown that the GICO algorithm produces close-to-optimal solutions.

In the end, it is easily seen that the GICA algorithm produces close-to-optimal solutions.

In the end, as can be observed, the GICA algorithm produces close-to-optimal solutions.

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Expert writing Tips

Best practice

When aiming for precision, quantify how "close" the result is to optimal. For example, specify a percentage or a range of acceptable deviation.

Common error

Avoid using "close to optimal" when the result is only marginally better than average. Ensure there's a demonstrable reason to believe it's nearing the best possible outcome.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

84%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "close to optimal" functions as an adjectival phrase modifying a noun. As shown in the Ludwig examples, it describes the degree to which something approaches the best possible state or outcome. Ludwig AI confirms that this is correct and usable in written English.

Expression frequency: Common

Frequent in

Science

61%

Academia

20%

News & Media

19%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "close to optimal" is a useful way to describe something that is nearly the best possible, without claiming absolute perfection. Ludwig AI confirms its correct usage in written English. It's commonly used in scientific, academic, and news contexts to describe results, algorithms, and strategies. When using "close to optimal", it's important to be accurate and avoid overstating the degree to which something approaches the ideal. Alternatives include "nearly optimal" and "almost optimal". By being precise and understanding the nuances of this phrase, you can communicate effectively and avoid misleading your audience.

FAQs

How can I use "close to optimal" in a sentence?

You can use "close to optimal" to describe a solution, performance, or result that is nearly the best possible. For example, "The algorithm provides a solution that is "close to optimal" in most cases."

What are some alternatives to saying "close to optimal"?

Is "close to optimal" the same as "optimal"?

No, "close to optimal" indicates something is almost the best possible, but not quite. "Optimal" means it is the best possible. The difference is the degree of attainment.

When is it appropriate to use "close to optimal" rather than "optimal"?

Use "close to optimal" when you have evidence that something is very near the best possible outcome, but you cannot definitively prove it is the absolute best. This acknowledges a potential, even if small, margin for improvement.

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Source & Trust

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Authority and reliability

4.5/5

Expert rating

Real-world application tested

Most frequent sentences: