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Tropical Geometry and Machine Learning [PDF]

open access: yesProceedings of the IEEE, 2021
Tropical geometry is a relatively recent field in mathematics and computer science, combining elements of algebraic geometry and polyhedral geometry. The scalar arithmetic of its analytic part preexisted in the form of max-plus and min-plus semiring arithmetic used in finite automata, nonlinear image processing, convex analysis, nonlinear control ...
Vasileios Charisopoulos   +2 more
exaly   +3 more sources

Geometry in the tropical limit [PDF]

open access: yesMathematische Semesterberichte, 2011
Complex algebraic varieties become easy piecewise-linear objects after passing to the so-called tropical limit. Geometry of these limiting objects is known as tropical geometry. In this short survey we take a look at motivation and intuition behind this limit and consider a few simple examples of correspondence principle between classical and tropical ...
Itenberg Ilia, Mikhalkin Grigory
exaly   +3 more sources

Tropical geometry of Rado matroids [PDF]

open access: yesDiscrete Mathematics Letters
In this note, we characterize the products of simplicial generators for the Chow ring of a loopless matroid, extending a result of Backman, Eur, and Simpson. We prove that the stable intersection of a collection of tropical hyperplanes centered at the origin with the Bergman fan of a matroid is the Bergman fan of the dual of a certain Rado matroid.
Calum Buchanan, Richard Danner
doaj   +3 more sources

Product-Mix Auctions and Tropical Geometry [PDF]

open access: yesMathematics of Operations Research, 2019
In a recent and ongoing work, Baldwin and Klemperer explore a connection between tropical geometry and economics. They give a sufficient condition for the existence of competitive equilibrium in product-mix auctions of indivisible goods. This result, which we call the unimodularity theorem, can also be traced back to the work of Danilov, Koshevoy, and
Ngoc Tran, Josephine Yu
exaly   +5 more sources

Tropical Algebraic Geometry

open access: yesHokkaido Mathematical Journal, 2009
The construction of a tropical hypersurface is given by modeling the classical construction of a complex hypersurface. A tropical meromorphic function of finite type is shown to be a tropical rational function. One also has tropical nullstellensatz.
Eugenii Shustin, Grigory Mikhalkin
exaly   +4 more sources

Self-organized criticality and pattern emergence through the lens of tropical geometry [PDF]

open access: yesProceedings of the National Academy of Sciences of the United States of America, 2018
Nikita Kalinin   +2 more
exaly   +2 more sources

Clustering Methods over the Tropical Projective Torus

open access: yesMathematics, 2023
In this paper, we propose clustering methods for use on data described as tropically convex. Our approach is similar to clustering methods used in the Euclidean space, where we identify groupings of similar observations using tropical analogs of K-means ...
David Barnhill, Ruriko Yoshida
doaj   +1 more source

Imputing Phylogenetic Trees Using Tropical Polytopes over the Space of Phylogenetic Trees

open access: yesMathematics, 2023
When we apply comparative phylogenetic analyses to genome data, it poses a significant problem and challenge that some of the given species (or taxa) often have missing genes (i.e., data).
Ruriko Yoshida
doaj   +1 more source

Tropical Ideals [PDF]

open access: yesDiscrete Mathematics & Theoretical Computer Science, 2020
We introduce and study a special class of ideals over the semiring of tropical polynomials, which we calltropical ideals, with the goal of developing a useful and solid algebraic foundation for tropical geometry.
Diane Maclagan, Felipe Rincón
doaj   +1 more source

A Bit of Tropical Geometry [PDF]

open access: yesThe American Mathematical Monthly, 2014
27 pages, 19 ...
Erwan Brugallé, Kristin M. Shaw
openaire   +3 more sources

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