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We provide a unifying framework where artificial neural networks and their architectures can be formally described as particular cases of a general mathematical construction--machines of finite depth. Unlike neural networks, machines have a…

机器学习 · 计算机科学 2022-04-28 Pietro Vertechi , Mattia G. Bergomi

A characterization of finite homogeneous ultrametric spaces and finite ultrametric spaces generated by unrooted labeled trees is found in terms of representing trees. A characterization of finite ultrametric spaces having perfect strictly…

一般拓扑 · 数学 2024-12-24 Evgeniy A. Petrov

I investigate a class of dynamical systems in which finite pieces of spacetime contain finite amounts of information. Most of the guiding principles for designing these systems are drawn from general relativity: the systems are…

高能物理 - 理论 · 物理学 2007-05-23 David Hillman

These are notes from talks given at ICMS, Edinburgh, 4/2007 ("Geometry and Algorithms workshop") and at Bernoulli Center, Lausanne 5/2007 ("Limits of graphs in group theory and computer science"). We survey the following type of dichotomies…

度量几何 · 数学 2010-03-02 Manor Mendel

The question in the title is discussed briefly, with emphasis on a few basic examples and their properties.

度量几何 · 数学 2007-09-12 Stephen Semmes

Shape grammars compute over shapes which are defined in the universe $U^*$. Shapes in the universe $U^*$ are analogous to line drawings that can be physically realized in the plane. Any shape is embedded or contained in an arrangement of…

综合数学 · 数学 2024-10-07 Alexandros Haridis

During the past thirty years hyperbolic type metrics have become popular tools also in modern mapping theory, e.g., in the study of quasiconformal and quasiregular maps in the euclidean $n$-space. We study here several metrics that one way…

复变函数 · 数学 2011-04-26 Matti Vuorinen

In this paper, we propose a metric on the space of finite sets of trajectories for assessing multi-target tracking algorithms in a mathematically sound way. The main use of the metric is to compare estimates of trajectories from different…

计算机视觉与模式识别 · 计算机科学 2020-09-15 Ángel F. García-Fernández , Abu Sajana Rahmathullah , Lennart Svensson

Space-Time in general relativity is a dynamical entity because it is subject to the Einstein field equations. The space-time metric provides different geometrical structures: conformal, volume, projective and linear connection. A deep…

广义相对论与量子宇宙学 · 物理学 2008-11-26 Ignacio Sanchez-Rodriguez

In this paper, we study some new fixed point results for self maps defined on partial metric type spaces. In particular, we give common fixed point theorems in the same setting. Some examples are given which illustrate the results.

一般拓扑 · 数学 2018-09-12 Yaé Ulrich Gaba

Finite trigonometric sums occur in various branches of physics, mathematics, and their applications. These sums may contain various powers of one or more trigonometric functions. Sums with one trigonometric function are known, however sums…

复变函数 · 数学 2017-02-23 Chandan Datta , Pankaj Agrawal

We give an answer to the following question: for which metric in an abstract lattice the completion as a metric space coincides with the completion as a lattice. We obtain the answer for inductive limits of lattices which are complete in…

泛函分析 · 数学 2007-05-23 Serguei Samborski

On the one hand the algebras of linear operators here act on finite-dimensional vector spaces, and on the other hand the point of view is generally an analysts'. Also, one might think of algebras as being used to add more data to basic…

经典分析与常微分方程 · 数学 2007-05-23 Stephen Semmes

The first section of this modest survey reviews some basic notions and describes some families of examples, and the second section briefly indicates some general aspects of analysis on metric spaces. The remaining three sections are…

经典分析与常微分方程 · 数学 2007-05-23 Stephen Semmes

This report introduces and investigates a family of metrics on sets of pointed Kripke models. The metrics are generalizations of the Hamming distance applicable to countably infinite binary strings and, by extension, logical theories or…

逻辑 · 数学 2017-08-28 Dominik Klein , Rasmus K. Rendsvig

We say that a metric graph is uniformly bounded if the degrees of all vertices are uniformly bounded and the lengths of edges are pinched between two positive constants; a metric space is approximable by a uniform graph if there is one…

度量几何 · 数学 2013-06-25 Dmitri Burago , Sergei Ivanov

This note tries to give an answer to the following question: Is there a sufficiently rich class of metric vector spaces such that sufficiently large spaces of continuous linear maps between them are metrizable?

泛函分析 · 数学 2015-05-13 Olaf Müller

We show that uniform lattices of isometries of products of real hyperbolic spaces act properly discontinuously and cocompactly on a median space. For lattices in products of at least two factors, this is the strongest degree of…

几何拓扑 · 数学 2025-11-06 Indira Chatterji , Cornelia Druţu

Some boundedness properties of function spaces (considered as topological groups) are studied.

一般拓扑 · 数学 2017-10-31 L'ubica Holá , Ljubiša D. R. Kočinac

This article presents a novel mathematical formalism for advanced manifold--metric pairs, enhancing the frameworks of geometry and topology. We construct various D-dimensional manifolds and their associated metric spaces using functional…

一般拓扑 · 数学 2026-04-24 Pierros Ntelis