best complexity

USAGE SUMMARY

The phrase "best complexity" is correct and usable in written English.
It can be used when discussing the most favorable or optimal level of complexity in a given context, such as in mathematics, programming, or problem-solving. Example: "In our analysis, we found that the best complexity for the algorithm was O(n log n), which provided an efficient balance between speed and resource usage."

✓ Grammatically correct

Science

Computers & Operations Research

Algorithms for Molecular Biology

Human-verified examples from authoritative sources

Exact Expressions

6 human-written examples

We propose such an algorithm, based on the well-known Bellman equation designed by Held and Karp to find optimal sequences and which offers the best complexity to solve the Traveling Salesman Problem known to this date.

Computers & Operations Research

This approach is an optimal and scalable parallelization of the well known two-list Horowitz and Sahni's algorithm, which is still the best complexity time bound for solving the Knapsack problem in a serial environment.

European Journal of Operational Research

This implies that FMM has the best complexity of all known force solvers.

Computational Astrophysics and Cosmology

With τ = O ( r ), the best complexity of the primal-dual interior-point method for a linear optimization problem based on our new proximity function with p = log r and q = 1 is given by O ( r log r log r ϵ ).

Fixed Point Theory and Applications

For complexity reduction a set 12 restriction endonucleases (BanII, ApoI, AluI, BstI, HpaII, TaqI, MseI, StyI, SacI, RsaII, AclI and ApaI) were tested to determine the restriction endonuclease combination that provided the best complexity reduction.

BMC Genomics

However, we show in the rest of this proof that an instance of WMAST can be transformed into an instance of MAST in linear-time, which allows us to consider C as being the best complexity found for MAST, namely the O (n log (n ) ) running-time of the algorithm given in [ 30].

Algorithms for Molecular Biology

Human-verified similar examples from authoritative sources

Similar Expressions

54 human-written examples

Based on the best complexity-performance trade-off, one variant of the VSSLMS algorithms is chosen for the proposed algorithm.

EURASIP Journal on Advances in Signal Processing

BITCP yielded the highest APFD results among the comparison algorithms, and it has the best complexity-percentage of fault detection correlation.

Vietnam Journal of Computer Science

Based on this analysis, we discuss the choice of the parameters of the decoder with the best complexity-performance trade-off, such as the number of test patterns, the error-correcting capability of the binary decoder, and the number of quantization levels.

EURASIP Journal on Advances in Signal Processing

Contrary to the theoretical predictions, the versions with the best complexities, FIB and RAD, have the worst results on this type of instances.

Algorithms for Molecular Biology

LC-K-Best complexity is approximately 30% higher than that of the MMSE equalizer and 50% lower than that of I-VBLAST.

EURASIP Journal on Wireless Communications and Networking

Expert writing Tips

Best practice

When using "best complexity", ensure you clearly define what parameters determine "best" in your context. For example, it could refer to the most efficient use of resources, the fastest processing time, or the most accurate results.

Common error

Avoid using "best complexity" without specifying the criteria for evaluation. What is considered "best" may vary depending on the application, so define your metrics to prevent ambiguity.

Linguistic Context

The phrase "best complexity" functions as a noun phrase where the adjective "best" modifies the noun "complexity". It is generally used in technical contexts to denote the most efficient or desirable level of complexity for a given application. Ludwig AI confirms that this phrase appears in academic and scientific literature.

Expression frequency: Uncommon

Frequent in

Science

75%

Formal & Business

15%

News & Media

10%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "best complexity" refers to the optimal level of complexity in a system, algorithm, or process, as determined by specific criteria like efficiency and resource utilization. As Ludwig AI indicates, the phrase is grammatically correct and most commonly found in scientific and technical contexts. Alternatives such as "optimal complexity" or "ideal complexity" can be used to convey similar meanings. When employing this phrase, it's crucial to define the specific metrics used to evaluate "best" to avoid ambiguity and ensure clarity in communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

optimal complexity

Replaces "best" with "optimal", emphasizing the most desirable or favorable complexity.

ideal complexity

Substitutes "best" with "ideal", highlighting the perfectly suitable or most appropriate complexity.

most efficient complexity

Focuses on the efficiency aspect of the complexity, specifying the most efficient level.

preferred complexity

Indicates a favored or desired level of complexity based on specific criteria.

superior complexity

Suggests that the level of complexity is better or higher in quality compared to others.

finest complexity

Implies a very high quality or refined level of complexity.

prime complexity

Highlights the top or most important level of complexity for a specific purpose.

peak complexity

Refers to the highest or most advanced level of complexity.

optimized complexity

Focuses on the idea that the complexity has been adjusted to be the most effective.

leading complexity

Implies that the complexity is at the forefront or most advanced in its field.

FAQs

How can I use "best complexity" in a sentence?

You can use "best complexity" to describe the optimal balance of efficiency and detail in a system or algorithm. For example, "The algorithm achieves the "best complexity" by reducing unnecessary calculations".

What is a good alternative to "best complexity"?

Alternatives include "optimal complexity", "ideal complexity", or "most efficient complexity", depending on the specific nuance you want to convey.

What does "best complexity" mean in computer science?

In computer science, "best complexity" typically refers to the algorithm or data structure that provides the most efficient use of resources (time and memory) for a given task. It is also related with the best time and space complexity.

Is "best complexity" a subjective term?

Yes, "best complexity" can be subjective because it depends on the specific priorities and constraints of a project or problem. What is considered "best" depends on the trade-offs between different factors.