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
reduced complexity
Grammar usage guide and real-world examplesUSAGE SUMMARY
"reduced complexity" is a correct and usable phrase in written English.
It can be used when describing a situation or a concept that has been simplified or made less complicated. Example: "The new software uses algorithms to analyze data and present it in a visual format, resulting in reduced complexity for the user."
✓ Grammatically correct
Science
News & Media
Alternative expressions(20)
simplicity of teamwork
simplicity of design
less problem
simplicity of cut
basic version
less annoyance
less embarrassment
simplicity of course
simplicity of use
streamlined process
less complicated
less trouble
more straightforward
simplicity of expression
simplicity of movement
simplicity of form
less inconvenience
simplicity of life
less hassle
streamlined design
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
53 human-written examples
Notable advantages include reduced complexity in generating conformal meshes, reduced complexity in mesh reconnection, and preserving tetrahedron cells with automatic mesh refinement.
Attention was paid to obtain equations with physical meaning and reduced complexity.
Science
Reduced complexity is universally helpful for all reinforcement learning problems.
News & Media
Reduced complexity is universally helpful for all reinforcement learning problems.
News & Media
Reduced complexity variants of this algorithm appeared in [14, 18]. .
A suboptimal algorithm that has reduced complexity is also discussed.
Human-verified similar examples from authoritative sources
Similar Expressions
7 human-written examples
Both optimum and, reduced-complexity, suboptimum detection algorithms are presented.
Also, a further reduced-complexity decoder is proposed.
Reduced-complexity schemes are also extensively studied [7 10].
In this new context, two known reduced-complexity trellis-based techniques are recapitulated.
An optimal and suboptimal reduced-complexity decoder to work for the proposed protocol.
Expert writing Tips
Best practice
When aiming for clarity, consider using "reduced complexity" to highlight improvements in understanding or ease of use. It's particularly effective when contrasting against a more complex alternative.
Common error
Avoid using "reduced complexity" as a generic term for 'better'. Specify how complexity was reduced and the benefits of that reduction.
Source & Trust
80%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "reduced complexity" functions as a noun phrase, where 'reduced' acts as a modifier describing the type of complexity. It often appears as an object of a verb or preposition, indicating a state or goal. Ludwig AI confirms its correct usage.
Frequent in
Science
78%
News & Media
12%
Formal & Business
10%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "reduced complexity" is a grammatically sound phrase commonly used to describe the simplification of a system, process, or design. According to Ludwig, it's prevalent in scientific and technical fields, though understandable across various registers. When employing the phrase, strive to specify how complexity was reduced and the resulting benefits. Remember, aiming for "reduced complexity" is not always the ultimate goal; the appropriate level of complexity depends on the specific context and desired outcomes.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
simplified approach
Suggests a method or strategy that has been made easier to understand or implement.
simplified design
Focuses on the design aspect of simplification.
streamlined process
Highlights the efficiency gained through simplification of a process.
minimized complication
Highlights the act of reducing elements that cause difficulty or confusion.
decreased intricacy
Emphasizes the lessening of detailed and complicated elements.
less demanding
Emphasizes the reduction in required effort or resources.
basic version
Highlights a simplified version of something.
lighter footprint
Suggests less resource intensity or impact.
easier handling
Focuses on the ease of managing or operating something.
crude approximation
Suggests a simplified representation which may sacrifice accuracy.
FAQs
How can I use "reduced complexity" in a sentence?
You can say, "The new algorithm offers "reduced complexity" in data processing", or "The project aims for "reduced complexity" in its design".
What are some alternatives to "reduced complexity"?
Consider using alternatives like "simplified approach", "streamlined process", or "decreased intricacy" depending on the context.
Is it always better to aim for "reduced complexity"?
Not necessarily. While "reduced complexity" is often desirable, sometimes a more complex approach is necessary to achieve a specific level of performance or functionality. It depends on the specific goals and constraints.
What's the difference between "reduced complexity" and "simplicity"?
"Simplicity" generally refers to something being easy to understand or use in its nature. "Reduced complexity" implies that something was made simpler, often from a previously more complex state. For example: Simplicity of design is desirable. The "reduced complexity" of the algorithm resulted in faster computation.
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
80%
Authority and reliability
4.1/5
Expert rating
Real-world application tested