68,919 research outputs found
On the convergence of type I Hermite-Padé approximants for rational perturbations of a Nikishin system
We study the convergence of type I Hermite-Padé approximation for a class of meromorphic functions obtained by adding a vector of rational functions with real coefficients to a Nikishin system of functions.Both authors were partially supported by research grant MTM2012-36372-C03-01 of Ministerio de Economía y Competitividad, Spain
Alternating Minimization for Regression with Tropical Rational Functions
We propose an alternating minimization heuristic for regression over the
space of tropical rational functions with fixed exponents. The method
alternates between fitting the numerator and denominator terms via tropical
polynomial regression, which is known to admit a closed form solution. We
demonstrate the behavior of the alternating minimization method experimentally.
Experiments demonstrate that the heuristic provides a reasonable approximation
of the input data. Our work is motivated by applications to ReLU neural
networks, a popular class of network architectures in the machine learning
community which are closely related to tropical rational functions
The bubbles of matter from multiskyrmions
The multiskyrmions with large baryon number B given by rational map (RM)
ansaetze can be described reasonably well within the domain wall approximation,
or as spherical bubbles with energy and baryon number density concentrated at
their boundary. A special class of profile functions is considered
approximating the true profile and domain wall behaviour at the same time. An
upper bound is obtained for the masses of RM multiskyrmions which is close to
the calculated masses, especially at large B. The gap between rigorous upper
and lower bounds for large B multiskyrmions is less than 4%. The basic
properties of such bubbles of matter are investigated, some of them being of
universal character, i.e. they do not depend on baryon number of configuration
and on the number of flavors. As a result, the lagrangian of the Skyrme type
models provides field theoretical realization of the bag model of special kind.Comment: 7 pages, no figure
Arithmetic and dynamical systems
In this thesis we look at a number of topics in the area of the interaction between dynamical systems and number theory. We look at two diophantine approximation problems in local �fields of positive characteristic, one a generalisation of the Khintchine{Groshev
theorem, another a central limit theorem. We also prove a P�olya{Carlson dichotomy result for a large class of adelicly perturbed rational functions. In particular we prove that for a finite set of primes S that the power series f(z) generated by the Fibonacci series with all primes in S removed has a natural boundary
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