In the present paper we develop the theory of minimization for energies with multivariate kernels, i.e. energies, in which pairwise interactions are replaced by interactions between triples or, more generally, n-tuples of particles. Such objects, which arise naturally in various fields, present subtle differences and complications when compared to the classical two-input case. We introduce appropriate analogues of conditionally positive definite kernels, establish a series of relevant results in potential theory, explore rotationally invariant energies on the sphere, and present a variety of interesting examples, in particular, some optimization problems in probabilistic geometry which are related to multivariate versions of the Riesz energies.
Potential theory with multivariate kernels
D. Bilyk,Damir Ferizovi'c,A. Glazyrin,Ryan W. Matzke,Josiah Park,O. Vlasiuk
Published 2021 in Mathematische Zeitschrift
ABSTRACT
PUBLICATION RECORD
- Publication year
2021
- Venue
Mathematische Zeitschrift
- Publication date
2021-04-07
- Fields of study
Mathematics, Physics
- Identifiers
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Semantic Scholar
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