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ZENODO
Preprint . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
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berkeDet: A Dual Iterative Algorithm for Exact Determinant Computation via Block Copy-Paste Operations

Authors: Gülmen, Berke; Gülmen, Meryem; Gülmen, Ömer;

berkeDet: A Dual Iterative Algorithm for Exact Determinant Computation via Block Copy-Paste Operations

Abstract

We introduce berkeDet, a dual iterative algorithm that computes the determinant of an n×n matrix via the Leibniz formula using two independent subroutines: meryemSign, which generates the complete list of permutation signs in lexicographic order, and meryemPer, which generates the corresponding permutations. Both subroutines operate by block copy-paste and index-mapping operations, avoiding the per-permutation overhead inherent in classical approaches. In the standard lexicographic implementation of the Leibniz formula, computing the sign of each permutation via inversion counting costs O(n²) per permutation, yielding a total complexity of O(n²·n!). By contrast, meryemSign generates all n! signs in Θ(n!) total time — an amortized cost of O(1) per sign — and meryemPer generates all permutations in O(n·n!) total time. The combined berkeDet algorithm therefore runs in O(n·n!) time, improving the per-permutation cost by a factor of n over the classical lexicographic approach. We prove correctness by induction and verify the algorithm computationally for matrices up to order 8.

Keywords

iterative algorithm, Leibniz formula, meryemSign, lexicographic order, sign function, berkeDet, determinant, meryemPer, permutation, matrix

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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Average
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