iterative redundancy

USAGE SUMMARY

The phrase "iterative redundancy" is correct and usable in written English.
It can be used in contexts discussing processes, systems, or methodologies that involve repetition or duplication of elements for clarity or error reduction. Example: "In software development, iterative redundancy can help ensure that critical features are thoroughly tested and refined through multiple cycles."

✓ Grammatically correct

Science

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Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

However, collocation of multimodal data across a consortium often leads to redundancies that complicate the iterative quality control processes inherent in research data analysis.

Nature

16 SEBI is selected as a representative of the GA-based biclustering approaches, 15, 16 because SEBI adopts an outstanding system to reduce the redundancy of biclusters and performs iterative evolutionary searches like BIGA.

Advances and Applications in Bioinformatics and Chemistry

The consensus version of the redundancy-reduced UniProt database used in iterative consensus searches was computed over a period of a few months using spare CPUs of a large computing cluster.

Bioinformatics

From a drug-discovery perspective, however, this redundancy makes definition of a structural foundation guiding iterative chemistry programs challenging.

G3: Genes, Genomes, Genetics

GimmeMotifs incorporates the weighted information content (WIC) similarity metric in an iterative clustering procedure to cluster similar motifs and reduce the redundancy which is the result of combining the output of different tools (see Supplementary Material).

Bioinformatics

At the receiver, an iterative joint source and space time decoding scheme are developed to utilize redundancy in both STTC and VLEC to improve overall decoding performance.

EURASIP Journal on Wireless Communications and Networking

At the receiver, an iterative joint source and space time decoding algorithm is developed to utilize redundancy in both STTC and VLEC to improve overall decoding performance.

EURASIP Journal on Wireless Communications and Networking

We derived the consensus sequences from position-specific scoring matrices (PSSM, also known as scoring profiles) generated by iterative PSI-BLAST ('blastpgp') (Altschul et al., 1997) searches of the redundancy-reduced UniProt (Apweiler et al., 2004) database containing about 1.5 million sequences.

Bioinformatics

Having a new general framework was needed in part to reduce unnecessary, cross-model redundancies between different candidate CELLS during analogue refinement, and facilitate an iterative model refinement process capable of automated cross-model validation.

BMC Systems Biology

Specifically, an iterative approach is developed by integrating the technical strengths of Variable Clustering and Random Forest to remove collinearity, redundancy and nonrelevance.

Energy Conversion and Management

Redundancy, redundancy, redundancy.

The New York Times

Expert writing Tips

Best practice

When describing processes that benefit from both repetition and duplication for error correction or enhanced reliability, consider using "iterative redundancy" to clearly convey the cyclical and reinforcing nature of the design.

Common error

Avoid using "iterative redundancy" simply as a fancy term for repetition. Ensure that the context explicitly involves a process that refines or enhances through repeated duplication, rather than just mere repetition. If the process does not have clear improving features, consider using more clear alternative phrasing like "repetitive duplication".

Linguistic Context

The phrase "iterative redundancy" functions as a descriptor, often used to characterize systems or processes that involve a cyclical duplication of elements. Ludwig AI confirms that the phrase is correct and usable.

Expression frequency: Missing

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Ludwig's WRAP-UP

In summary, "iterative redundancy" describes a process or system where duplication is used cyclically to enhance reliability and reduce errors. While grammatically correct, its usage is somewhat rare according to Ludwig. The phrase is most suited for formal and scientific contexts, where technical precision is valued. When using this phrase, ensure that the context involves a clear process of refinement through repeated duplication. As Ludwig AI underlines, using "iterative redundancy" effectively requires that the iterative steps each build upon prior repetitions to be as meaningful as possible.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

repetitive duplication

Changes "iterative" to "repetitive", emphasizing the repeated nature of the duplication, rather than the cyclical refinement aspect.

cyclic repetition

Replaces "redundancy" with "repetition", highlighting the cyclical and repeated nature of the process.

incremental duplication

Substitutes "iterative" with "incremental", focusing on the step-by-step addition of redundant elements.

successive redundancy

Uses "successive" instead of "iterative", suggesting a sequence of redundant elements added one after another.

redundant iteration

Inverts the order, placing emphasis on the iteration being redundant rather than the redundancy being iterative.

recursive duplication

Replaces "iterative" with "recursive", implying a self-referential process of duplication.

repeated backup

Shifts the context to data backup, where repetition is used for safety and reliability.

layered redundancy

Emphasizes the addition of multiple layers of redundant systems for increased reliability.

iterative backup system

Focuses on backup system through iterative approach.

circular redundancy

Highlights how redundancy is organized in a circular way.

FAQs

How can "iterative redundancy" be applied in software development?

In software development, "iterative redundancy" can be applied through multiple testing cycles, where each cycle duplicates the testing process but refines the test cases based on the previous cycle's results to ensure thorough coverage and error detection.

What are some contexts where you might find the term "iterative redundancy"?

You might encounter "iterative redundancy" in fields like engineering design, software testing, and data management, where repeated processes and duplicated components contribute to increased reliability and error mitigation. You can also use "cyclic repetition".

How does "iterative redundancy" differ from simple repetition?

"Iterative redundancy" implies that each repetition builds upon the previous one, incorporating improvements or corrections, whereas simple repetition involves repeating the same process or element without modification. Consider "repetitive duplication" if you simply want to denote repeating the duplication.

What phrases can be used instead of "iterative redundancy" to convey a similar meaning?

Depending on the specific context, alternatives to "iterative redundancy" might include "cyclic repetition", "successive redundancy" or "layered redundancy".