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Justyna Jupowicz-Kozak

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enhanced optimization

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "enhanced optimization" is correct and usable in written English.
It can be used in contexts where you are discussing improvements or advancements in optimization processes or techniques. Example: "The new software update includes enhanced optimization features that significantly improve processing speed."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

9 human-written examples

This paper presents a unified approach to optimal pose trajectory planning for robot manipulators in Cartesian space through a genetic algorithm (GA) enhanced optimization of the pose ruled surface.

A GA enhanced optimization method is used to choose the parameters (coefficients) of space curves such that the pose ruled surface and its area and area change ratios are optimized for achieving good kinematics and dynamics performances.

The proposed DPSO is based on the novel principles for representation, initialization and position-updating of the particles, and brings several benefits for solving the DTCTP, such as an adequate representation of the discrete search space, and enhanced optimization capabilities due to improved quality of the initial swarm.

The improved FD methods comes with two the main novelty aspects: (1) the development of an enhanced optimization scheme for fuzzy systems training which builds upon the SparseFIS (Sparse Fuzzy Inference Systems) approach and enhances it by embedding genetic operators for escaping local minima ⟶ a hybrid memetic (sparse) fuzzy modeling approach, termed as GenSparseFIS.

Moreover, we present an enhanced optimization algorithm with reduced computational complexity and reduced energy costs.

The proposed algorithm shows an enhanced optimization performance, which is better than those of the ViNE-LB and GN-SP algorithms.

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Human-verified similar examples from authoritative sources

Similar Expressions

51 human-written examples

PROX reactors require careful temperature control systems, in order to enhance optimization and control of the unit.

Meanwhile, a differential evolution mechanism based on neighbourhood and gradient is developed to achieve exploration-exploitation balance and enhance optimization efficiency of the algorithm proposed.

Science

Energy

The aim of the model is to investigate the process performance of the reactor in order to enhance optimization and control of the PROX unit.

A comprehensive study of the genes involved in maintaining pluripotency such as Oct4 in voles will make it possible to obtain new information about the species-specific features of their structure, expression, and regulation, and thereby enhancing optimization of the experiments on obtaining of vole ES cells.

The performance can be enhanced using optimization algorithm.

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Expert writing Tips

Best practice

When describing specific techniques or algorithms, be precise about what makes the "enhanced optimization" superior to previous methods.

Common error

Avoid using "enhanced optimization" without providing concrete evidence or data to support the claim. Quantify the improvement whenever possible.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

81%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "enhanced optimization" functions primarily as a noun phrase, where "enhanced" acts as a modifier specifying the type or quality of "optimization". Ludwig AI confirms that this is a correct and usable English phrase.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

In summary, "enhanced optimization" is a grammatically correct phrase used to describe an improved optimization process. Ludwig AI confirms its usability, particularly in scientific and technical contexts. While not extremely common, it effectively communicates advancements in optimization techniques. Alternative phrases include "improved optimization" and "advanced optimization". When using "enhanced optimization", ensure to provide concrete evidence of the improvements and avoid overstating the enhancement without data support. Its primary function is to describe refinements made to achieve better outcomes, typically found in formal and scientific registers.

FAQs

How can I effectively use "enhanced optimization" in a sentence?

Use "enhanced optimization" to describe a specific improvement or upgrade to an existing optimization process. For example: "The algorithm features "enhanced optimization" techniques for faster convergence."

What are some alternatives to "enhanced optimization"?

Depending on the context, you can use phrases like "improved optimization", "advanced optimization", or "superior optimization".

In what contexts is "enhanced optimization" most appropriate?

"Enhanced optimization" is suitable in technical and scientific contexts where there's a clear need to describe an upgrade or refinement of a process. It's also fine for describing improvements of any kind.

What's the difference between "enhanced optimization" and "basic optimization"?

"Enhanced optimization" implies that a system or process has been improved beyond its initial, basic optimization state, typically through the implementation of new techniques or strategies.

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Source & Trust

81%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Most frequent sentences: