incremental iteration

USAGE SUMMARY

The phrase "incremental iteration" is correct and usable in written English. You can use it in contexts related to processes, development, or methodologies that involve gradual improvements or repeated cycles. For example: "The software development team adopted an incremental iteration approach to enhance the product's features over time." Alternative expressions include "gradual refinement" and "stepwise progression."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

The interfacial conditions during the incremental iteration process are satisfied by means of the line blocks.

Tsinghua Science & Technology

Silicon Valley prides itself on innovation, but really spends most of its time on rapid incremental iteration.

TechCrunch

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

In agile methodologies, the development is done in incremental iterations in integrated teams.

EURASIP Journal on Embedded Systems

Finally, the approach proposed in [27] implements bulk and incremental iterations in Stratosphere [1].

Journal of Big Data

While it is flush with cash from its stake in China's Alibaba, the company has been reorganizing its leadership, and has faced criticism for its product strategy being too focused on "incremental" iterations, despite the rush of acquisitions during Mayer's tenure.

TechCrunch

Note that TM′ < TM and TR′ < TR. iiHadoop accelerates the incremental iterative computation by executing iterations asynchronously (i.e., two iterations can concurrently process their data).

Journal of Big Data

Moreover, the asynchronous iteration execution significantly improves the time making the proposed incremental iterative approach the best choice for this class of computation.

Journal of Big Data

All major components of SWIFT (weighted iterative sampling, the incremental EM iterations, and efficient LDA-based merging) are designed to be efficiently scalable to big datasets, providing a significant improvement over the existing soft clustering methods 9– 14, 14.

Cytometry Part A

Perform a few (incremental) EM iterations on with as initial parameters.

Cytometry Part A

Then, the significant functionalities of iiHadoop including iterative processing, incremental processing, and asynchronous iteration execution are explained.

Journal of Big Data

In addition, iiHadoop improves the performance by executing iterations asynchronously, and employing locality-aware scheduling for the map and reduce tasks taking into account the incremental and iterative behavior.

Journal of Big Data

Expert writing Tips

Best practice

When describing a development methodology, clarify the scope and criteria for each "incremental iteration" to ensure a shared understanding of progress.

Common error

While acceptable, avoid using "incremental iteration" in casual conversation. Opt for simpler terms like "gradual improvement" or "step-by-step" to maintain a natural tone.

Linguistic Context

The phrase "incremental iteration" functions as a noun phrase, often used as an adjective and noun, describing a method or process. Ludwig AI confirms its acceptability as a phrase.

Expression frequency: Rare

Frequent in

Science

75%

News & Media

25%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "incremental iteration" is a grammatically sound phrase primarily used in science and news media. Ludwig AI confirms its correct usage. While not highly frequent, its meaning is clear: a process of making gradual improvements through repeated cycles. When using this phrase, consider its formal tone and the availability of alternatives like "iterative refinement" or "gradual improvement" depending on your desired level of formality. Its infrequent but correct usage makes it a valuable phrase for specific contexts.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

iterative process

A more general term for a process that involves repetition and feedback.

iterative development

Commonly used in software development to describe a specific process.

iterative refinement

Focuses more on the act of improving something through repeated cycles.

step-by-step improvement

Simple and direct way to describe making progress in small increments.

gradual improvement

Highlights the slow and steady nature of the progress.

stepwise progression

Emphasizes the sequential and ordered advancement.

successive approximation

Suggests approaching a desired result through a series of increasingly accurate estimations.

phased implementation

Implies a planned and deliberate rollout in stages.

continuous integration

Highlights the ongoing integration of changes in a development process.

evolutionary advancement

Suggests a natural and gradual development over time.

FAQs

How to use "incremental iteration" in a sentence?

You can use "incremental iteration" to describe a process that involves making small, repeated improvements over time. For example, "The software development team uses an "incremental iteration" approach to improve the product."

What's the difference between "incremental iteration" and "iterative process"?

While both involve repetition, "incremental iteration" specifically highlights the gradual and additive nature of each step. An "iterative process" might involve more significant changes in each cycle.

Which is more appropriate, "incremental iteration" or "gradual improvement"?

"Incremental iteration" is often used in technical or formal contexts, while "gradual improvement" is a more general and widely applicable term.

What are some alternatives to "incremental iteration"?

Depending on the context, you could use phrases like "iterative refinement", "stepwise progression", or "gradual development".