Fast Zeta Transforms for Lattices with Few Irreducibles

Author:

Björklund Andreas1,Husfeldt Thore2,Kaski Petteri3,Koivisto Mikko4,Nederlof Jesper5,Parviainen Pekka6

Affiliation:

1. Department of Computer Science, Lund University, Sweden

2. IT University of Copenhagen, Denmark, and Lund University Sweden

3. Helsinki Institute for Information Technology HIIT, Department of Information and Computer Science, Aalto University, Finland

4. Helsinki Institute for Information Technology HIIT, Department of Computer Science, University of Helsinki, Finland

5. Department of Information and Computing Sciences, Utrecht University, the Netherlands

6. Science for Life Laboratory and School of Computer Science and Communication, Royal Institute of Technology (KTH), Sweden

Abstract

We investigate fast algorithms for changing between the standard basis and an orthogonal basis of idempotents for Möbius algebras of finite lattices. We show that every lattice with v elements, n of which are nonzero and join-irreducible (or, by a dual result, nonzero and meet-irreducible), has arithmetic circuits of size O ( vn ) for computing the zeta transform and its inverse, thus enabling fast multiplication in the Möbius algebra. Furthermore, the circuit construction in fact gives optimal (up to constants) monotone circuits for several lattices of combinatorial and algebraic relevance, such as the lattice of subsets of a finite set, the lattice of set partitions of a finite set, the lattice of vector subspaces of a finite vector space, and the lattice of positive divisors of a positive integer.

Funder

Nederlandse Organisatie voor Wetenschappelijk Onderzoek, project “Space and Time Efficient Structural Improvements of Dynamic Programming Algorithms”

Swedish Research Council, project “Exact Algorithms” (A.B., T.H.), by the Academy of Finland

Publisher

Association for Computing Machinery (ACM)

Subject

Mathematics (miscellaneous)

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