optimal answer

USAGE SUMMARY

The phrase "optimal answer" is correct and usable in written English.
It can be used when discussing the best or most effective solution to a problem or question. Example: "After analyzing all the data, we concluded that the optimal answer to the issue is to implement a new strategy."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

14 human-written examples

But many policy decisions don't have an optimal answer.

The New Yorker

By applying these operators, a great variety is generated to find the optimal answer.

Journal of Industrial Engineering International

A genetic algorithm tries to find an optimal answer by evolving a population of trial answers in a way that mimics biological evolution.

Journal of Petroleum Exploration and Production Technology

We provide a reasonably optimal answer to the natural question of the conditions under which an analytic function on an infinite-dimensional Hilbert space satisfies the Łojasiewicz gradient inequality.

Journal of Functional Analysis

A number of setting parameters such as population size and crossing over and mutation rate in GA and also best group and particle's position in PSO were tested to search the global optimal answer.

Applied Soft Computing

The work "shows that even very simple organisms can evolve an optimal answer [to infection threats] they increase their immune response not too late and not too early," adds Manfred Milinski, an evolutionary biologist at the Max Planck Institute for Evolutionary Biology in Plön, Germany.

Science Magazine

Human-verified similar examples from authoritative sources

Similar Expressions

46 human-written examples

On the other hand, in the last twenty years, GA is attracted as one method which gives us optimal answers for global search, optimization and machine learning problems.

IFAC Proceedings Volumes

A GA-based optimization process improves these chromosomes gradually yielding a set of mostly optimal answers for the MSA problem.

BMC Genomics

Respondents' answers to each of the clinical cases were compared with optimal answers, as identified by treatment guidelines and faculty experts.

BMC Health Services Research

Satisficing occurs when respondents only give a satisfactory answer instead of spending the mental effort necessary to give optimal answers to question after question.

BMC Medical Research Methodology

Also, (mathsf {CHRI}) can generate the near-optimal answers in many cases by randomly selecting next points to insert.

Data Science and Engineering

Expert writing Tips

Best practice

Use "optimal answer" when you want to emphasize that a particular solution is the very best among all possibilities, considering all relevant factors.

Common error

Avoid using "optimal answer" when the 'best' solution depends heavily on personal preference or circumstances. In such cases, consider using terms like "suitable option" or "preferred approach" instead.

Linguistic Context

The phrase "optimal answer" functions as a noun phrase where the adjective 'optimal' modifies the noun 'answer'. It identifies the best or most desirable solution to a given problem or question. Ludwig AI provides examples showing its wide applicability across various domains.

Expression frequency: Common

Frequent in

Science

70%

News & Media

15%

Formal & Business

10%

Less common in

Encyclopedias

2%

Wiki

2%

Reference

1%

Ludwig's WRAP-UP

The phrase "optimal answer" refers to the best possible solution to a given problem, and Ludwig AI confirms its correctness and wide applicability. It's most frequently used in scientific and technical contexts, but also appears in news and business communications. While grammatically sound and commonly used, remember to reserve it for situations where a truly 'best' solution can be identified. Consider alternatives like "best solution" or "ideal response" when subjectivity plays a significant role.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

best solution

Focuses on the solution being the best among alternatives.

ideal response

Emphasizes the response as being perfectly suitable.

perfect resolution

Highlights the resolution as flawless and complete.

most effective solution

Stresses the effectiveness of the solution.

finest answer

Indicates the answer is of the highest quality.

superior solution

Indicates the solution is better than others.

prime response

Highlights the response as being of top quality.

top-notch answer

Emphasizes the high quality of the answer.

ultimate solution

Suggests the solution is the final and best one.

best possible answer

Highlights that the answer is the absolute best that can be achieved.

FAQs

What does "optimal answer" mean?

The "optimal answer" refers to the best possible solution or response to a problem or question, considering all factors and constraints. It's the most effective and desirable outcome.

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

You can use "optimal answer" to describe a solution that is considered the best. For instance, "After careful consideration, we determined that implementing the new software was the "optimal answer" to our productivity issues."

What are some alternatives to "optimal answer"?

Alternatives to "optimal answer" include "best solution", "ideal response", or "most effective solution". The choice depends on the specific context.

Is "optimal answer" always achievable?

No, finding the "optimal answer" isn't always guaranteed. Sometimes, due to limitations or incomplete information, you might only be able to identify a "satisfactory solution" or a "good enough solution" instead.