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In recent studies, Bibiloni-Femenias, Mi\~{n}ana and Valero characterized the functions that aggregate a family of (quasi-)(pseudo)metric modulars defined over a fixed set $X$ into a single one. In this paper, we adopt a related but…

一般拓扑 · 数学 2025-04-01 Alejandro Fructuoso-Bonet , Jesús Rodríguez-López

The matrix logarithm, when applied to Hermitian positive definite matrices, is concave with respect to the positive semidefinite order. This operator concavity property leads to numerous concavity and convexity results for other matrix…

最优化与控制 · 数学 2019-12-06 Hamza Fawzi , James Saunderson , Pablo A. Parrilo

Quasi-lattices are introduced in terms of 'join' and 'meet' operations. It is observed that quasi-lattices become lattices when these operations are associative and when these operations satisfy 'modularity' conditions. A fundamental…

组合数学 · 数学 2019-05-14 C. Ganesa Moorthy , SG. Karpagavalli

Overlap functions were introduced as class of bivariate aggregation functions on [0, 1] to be applied in image processing. This paper has as main objective to present appropriates definitions of overlap functions considering the scope of…

计算机科学中的逻辑 · 计算机科学 2019-02-04 Rui Paiva , Eduardo Palmeira , Regivan Santiago , Benjamin Bedregal

The theory of rough sets is concerned with the lower and upper approximations of objects through a binary relation on a universe. It has been applied to machine learning, knowledge discovery and data mining. The theory of matroids is a…

人工智能 · 计算机科学 2012-11-30 Yanfang Liu , William Zhu

Via a family of monotone scalar functions, a preorder on a set is extended to its power set and then used to construct a hull operator and a corresponing complete lattice of sets. A function mappping into the preordered set is extended to a…

最优化与控制 · 数学 2018-12-11 Giovanni Crespi , Andreas H Hamel , Matteo Rocca , Carola Schrage

To illustrate that the notion of convergence of submodular function sequences fits reasonably into the limit theory of graphs, we describe several classes of matroids and other submodular setfunctions for which convergence of appropriate…

Entropy functionals (i.e. convex integral functionals) and extensions of these functionals are minimized on convex sets. This paper is aimed at reducing as much as possible the assumptions on the constraint set. Dual equalities and…

最优化与控制 · 数学 2015-05-13 Christian Léonard

In this work, we examine one two-parameter family of sets consisting of functions holomorphic in the unit disk, previously investigated by several mathematicians. We focus on the set-theoretic properties of this family, identify the general…

复变函数 · 数学 2024-06-06 Mark Elin , Fiana Jacobzon

In mathematics and computer science, connectivity is one of the basic concepts of matroid theory: it asks for the minimum number of elements which need to be removed to disconnect the remaining nodes from each other. It is closely related…

人工智能 · 计算机科学 2013-11-06 Bin Yang , William Zhu

We introduce a connectivity function for infinite matroids with properties similar to the connectivity function of a finite matroid, such as submodularity and invariance under duality. As an application we use it to extend Tutte's linking…

组合数学 · 数学 2011-01-31 Henning Bruhn , Paul Wollan

Set-functions appear in many areas of computer science and applied mathematics, such as machine learning, computer vision, operations research or electrical networks. Among these set-functions, submodular functions play an important role,…

机器学习 · 计算机科学 2010-11-17 Francis Bach

A real-valued set function is (additively) approximately submodular if it satisfies the submodularity conditions with an additive error. Approximate submodularity arises in many settings, especially in machine learning, where the function…

数据结构与算法 · 计算机科学 2020-10-08 Flavio Chierichetti , Anirban Dasgupta , Ravi Kumar

The basic distinction between already known algorithmic characterizations of matroids and antimatroids is in the fact that for antimatroids the ordering of elements is of great importance. While antimatroids can also be characterized as set…

组合数学 · 数学 2007-05-23 Yulia Kempner , Vadim E. Levit

In this paper we consider the problem of finding the {\em densest} subset subject to {\em co-matroid constraints}. We are given a {\em monotone supermodular} set function $f$ defined over a universe $U$, and the density of a subset $S$ is…

数据结构与算法 · 计算机科学 2012-07-31 Venkatesan T. Chakaravarthy , Natwar Modani , Sivaramakrishnan R. Natarajan , Sambuddha Roy , Yogish Sabharwal

Submodular set-functions have many applications in combinatorial optimization, as they can be minimized and approximately maximized in polynomial time. A key element in many of the algorithms and analyses is the possibility of extending the…

机器学习 · 计算机科学 2016-02-24 Francis Bach

Rough set theory is a useful tool to deal with uncertain, granular and incomplete knowledge in information systems. And it is based on equivalence relations or partitions. Matroid theory is a structure that generalizes linear independence…

人工智能 · 计算机科学 2012-10-24 Yanfang Liu , William Zhu

Building sets were introduced in the study of wonderful compactifications of hyperplane arrangement complements and were later generalized to finite meet-semilattices. Convex geometries, the duals of antimatroids, offer a robust…

组合数学 · 数学 2025-11-12 Spencer Backman , Richard Danner

Submodular function minimization is well studied, and existing algorithms solve it exactly or up to arbitrary accuracy. However, in many applications, such as structured sparse learning or batch Bayesian optimization, the objective function…

机器学习 · 计算机科学 2022-03-10 Marwa El Halabi , Stefanie Jegelka

This article is a survey of matroid theory aimed at algebraic geometers. Matroids are combinatorial abstractions of linear subspaces and hyperplane arrangements. Not all matroids come from linear subspaces; those that do are said to be…

代数几何 · 数学 2014-09-12 Eric Katz