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An efficient algorithm for integer lattice reduction

Authors :
Charton, François
Lauter, Kristin
Li, Cathy
Tygert, Mark
Source :
SIAM Journal on Matrix Analysis and Applications, 45 (1): 353-367, 2024
Publication Year :
2023

Abstract

A lattice of integers is the collection of all linear combinations of a set of vectors for which all entries of the vectors are integers and all coefficients in the linear combinations are also integers. Lattice reduction refers to the problem of finding a set of vectors in a given lattice such that the collection of all integer linear combinations of this subset is still the entire original lattice and so that the Euclidean norms of the subset are reduced. The present paper proposes simple, efficient iterations for lattice reduction which are guaranteed to reduce the Euclidean norms of the basis vectors (the vectors in the subset) monotonically during every iteration. Each iteration selects the basis vector for which projecting off (with integer coefficients) the components of the other basis vectors along the selected vector minimizes the Euclidean norms of the reduced basis vectors. Each iteration projects off the components along the selected basis vector and efficiently updates all information required for the next iteration to select its best basis vector and perform the associated projections.<br />Comment: 29 pages, 20 figures

Details

Database :
arXiv
Journal :
SIAM Journal on Matrix Analysis and Applications, 45 (1): 353-367, 2024
Publication Type :
Report
Accession number :
edsarx.2303.02226
Document Type :
Working Paper