Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
exhaustive solution
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "exhaustive solution" is correct and usable in written English.
It can be used to describe a solution that covers all possible aspects or scenarios of a problem comprehensively. Example: "The research team presented an exhaustive solution to the complex issue, addressing every potential variable and outcome."
✓ Grammatically correct
Science
News & Media
Tech
Alternative expressions(16)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
7 human-written examples
This is an exhaustive solution to a (physically) small problem.
News & Media
In the following, the proposed solution is compared to the optimal exhaustive solution for a special case with low users and RB number for evaluation.
In addition, the use of molecular fragments, as often practiced in the de novo design of novel structures, can lead to a combinatorially large search space which becomes intractable for exhaustive solution techniques.
To get rid of this complexity, we point out that the above-mentioned ideal (exhaustive) solution can also be viewed as an exhaustive combination of intervals (J N combinations) associated with an exhaustive combination of elements within each interval combination (P N combinations).
And, we observe that the most important part of this exhaustive solution pertains to the combination of intervals, i.e., the combination of elements belonging to interval j of typical set λ n S n ℓ with elements belonging to interval k, k ≠ j typical set λ m S m ℓ, m ≠ n.
Our sensitivity analyses indicate that, under all the concurrent constraints considered, large deviations from the specified values of these critical parameters, and hence radically different solution characteristics, would not be expected, if an "exhaustive" solution search to the particular adaptation problem was attempted.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
53 human-written examples
flexible exhaustive solutions: arbitrary number of (potentially overlapping) biclusters with additive, multiplicative and symmetric assumptions using multiple ranges of values; biclustering behavior dynamically adapted to deal with varying levels of noise and missing values.
Results show BicPAM's superiority against its peers and its ability to retrieve unique types of biclusters of interest, to efficiently deliver exhaustive solutions and to successfully recover planted biclusters in datasets with varying levels of missing values and noise.
BicPAM approaches integrate existing disperse efforts towards pattern-based biclustering and provides the first critical strategies to efficiently discover exhaustive solutions of biclusters with shifting, scaling and symmetric assumptions with varying quality and underlying structures.
We have shown using several numerical examples the efficiency of the obtained equilibrium compared to the exhaustive (optimal) solution and a fixed full frequency reuse pattern.
We have developed "Off-Spotter", a very fast and exhaustive algorithmic solution to the off-target discovery problem.
Science
Expert writing Tips
Best practice
When describing problem-solving methodologies, use "exhaustive solution" to convey that all possible options or scenarios have been considered. For instance, in a security context, an "exhaustive solution" might involve testing all potential vulnerabilities.
Common error
Avoid using "exhaustive solution" when a simpler, more targeted approach is sufficient. Using it inappropriately can suggest unnecessary complexity and inefficiency.
Source & Trust
81%
Authority and reliability
4.3/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "exhaustive solution" functions as a noun phrase, where "exhaustive" modifies the noun "solution". It describes a specific type of solution characterized by its completeness and thoroughness. Ludwig AI indicates that this phrase is correct and usable.
Frequent in
Science
70%
News & Media
15%
Formal & Business
10%
Less common in
Encyclopedias
2%
Wiki
2%
Social Media
1%
Ludwig's WRAP-UP
The phrase "exhaustive solution" denotes a comprehensive and thorough approach to resolving a problem, ensuring that all possible aspects and scenarios are considered. While grammatically correct and usable, as per Ludwig AI, its frequency is uncommon and is typically found in formal or scientific contexts. Related phrases such as "complete resolution" and "thorough remedy" offer similar meanings but might be more appropriate depending on the specific context. When using "exhaustive solution", ensure that the solution truly covers all possibilities to avoid misleading the audience about the extent of the problem-solving process.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
comprehensive answer
Focuses on the thoroughness and completeness of the response provided.
thorough remedy
Emphasizes the depth and effectiveness of the corrective action taken.
complete resolution
Highlights the finality and all-encompassing nature of the settlement.
full treatment
Stresses the extent and detail of the handling or processing involved.
detailed approach
Focuses on the meticulousness and specificity of the method used.
in-depth analysis
Highlights the thoroughness and profundity of the investigation or examination.
meticulous investigation
Stresses the accuracy and attention to detail in the exploratory process.
extensive research
Emphasizes the breadth and scope of the inquiry conducted.
all-inclusive fix
Focuses on the comprehensive nature of the repair or solution provided.
wide-ranging solution
Emphasizes the breadth of applicability and impact of the resolution.
FAQs
How can I use "exhaustive solution" in a sentence?
You can use "exhaustive solution" to describe a solution that considers all possible aspects of a problem. For example: "The team proposed an "exhaustive solution" to address all potential security vulnerabilities".
What's the difference between "exhaustive solution" and a "comprehensive solution"?
While both terms suggest thoroughness, "exhaustive solution" implies a complete examination of all possibilities, whereas a "comprehensive solution" focuses on covering all significant aspects, potentially without exploring every single option.
Are there situations where "exhaustive solution" is not the best choice of words?
Yes, if the solution doesn't actually explore every possibility, or if a less thorough solution would be more efficient, using "exhaustive solution" could be misleading. In such cases, consider "practical solution" or "effective solution".
What can I say instead of "exhaustive solution"?
Depending on the context, you can use alternatives like "thorough solution", "complete solution", or "comprehensive approach".
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
81%
Authority and reliability
4.3/5
Expert rating
Real-world application tested