subquadratic

[US]/ˌsʌbkwɒˈdrætɪk/
[UK]/ˌsʌbkwɑːˈdrætɪk/

Translation

adj.Referring to a mathematical or computational property that is less than quadratic in complexity or degree; specifically describing algorithms, functions, or processes with time or space complexity growing slower than O(n²) but typically faster than linear.

Phrases & Collocations

subquadratic algorithm

subquadratic complexity

subquadratic time

subquadratic running

subquadratic performance

subquadratic bound

subquadratic growth

subquadratic functions

subquadratic behavior

subquadratic scaling

Example Sentences

the new algorithm achieves subquadratic time complexity for processing large datasets.

researchers developed a subquadratic approach to matrix multiplication that outperforms traditional methods.

subquadratic algorithms are essential for efficiently handling big data applications.

the sorting method operates in subquadratic time when the input data meets specific criteria.

we need a subquadratic solution to handle the exponentially growing data volume in modern systems.

the subquadratic bound was proven using advanced combinatorial techniques and novel mathematical insights.

current hardware limitations make subquadratic algorithmic methods increasingly important for practical applications.

this approach provides a subquadratic improvement over previous implementations for graph traversal problems.

the complexity analysis reveals subquadratic behavior when dealing with sparse matrix representations.

subquadratic running times are achievable with the right choice of data structures and optimization strategies.

the problem admits a subquadratic algorithm when additional preprocessing constraints are satisfied.

engineers are actively researching subquadratic cryptographic primitives for enhanced security protocols.

machine learning models can benefit from subquadratic training procedures on high-dimensional datasets.

the subquadratic convergence rate of this numerical method significantly reduces computational overhead.

database query optimization often relies on subquadratic indexing techniques for fast retrieval operations.

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