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Counting lattice vectors

Authors: Denis Xavier Charles;

Counting lattice vectors

Abstract

In an integral lattice counting the number of vectors of (Euclidean) length \(d\) is \(\#\)P-complete [see \textit{L. G. Valiant}, Theor. Comput. Sci. 8, 189--201 (1979; Zbl 0415.68008)] and at least as hard as integer factorization. For lattice rank \(r\) and a basis of \(s\) bits a deterministic algorithm is presented with time \(2^{O(rs+\log d)}\). The length is a quadratic form corresponding to a theta function and the vector count is essentially the \(d\)th coefficient of its Fourier expansion. Since the theta function is a modular form, a basis of (say) Eisenstein series can be constructed. There are painful details involving the fact that unimodular forms do not have even diagonal except for special cases (e.g., of rank 8) so that the dimension has to be augmented to a multiple of 8 to remain in the modular group. The reversion of this complexity problem to its classical theory is in the author's words ``long overdue''.

Keywords

Computer Networks and Communications, Applied Mathematics, Modular forms, modular forms, Lattices, Complexity, #P-complete, theta functions, algorithms, Theoretical Computer Science, Computational Theory and Mathematics, lattices, Computational difficulty of problems (lower bounds, completeness, difficulty of approximation, etc.), Quadratic forms (reduction theory, extreme forms, etc.), complexity, Algorithms, Number-theoretic algorithms; complexity, \(\#\)P-complete

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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!
1
Average
Average
Average
hybrid