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Tropical linear algebra with the Łukasiewicz T-norm

Tropical linear algebra with the Łukasiewicz t-norm
Authors: Martin Gavalec; Zuzana Nemcova; Sergei Sergeev;
APC: 2,469.61 EUR

Tropical linear algebra with the Łukasiewicz T-norm

Abstract

The max-Lukasiewicz semiring is defined as the unit interval [0,1] equipped with the arithmetics "a+b"=max(a,b) and "ab"=max(0,a+b-1). Linear algebra over this semiring can be developed in the usual way. We observe that any problem of the max-Lukasiewicz linear algebra can be equivalently formulated as a problem of the tropical (max-plus) linear algebra. Based on this equivalence, we develop a theory of the matrix powers and the eigenproblem over the max-Lukasiewicz semiring.

27 pages

Keywords

tropical linear algebra, Eigenvalues, singular values, and eigenvectors, Logic, Matrix power, Eigenvector, Max-plus, eigenvector, matrix power, Tropical, Łukasiewicz, Logical aspects of Łukasiewicz and Post algebras, max-plus linear algebra, Artificial Intelligence, FOS: Mathematics, Mathematics - Combinatorics, Łukasiewicz linear algebra, Combinatorics (math.CO), Max-plus and related algebras

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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!
13
Top 10%
Top 10%
Average
Green
hybrid