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We investigate the convergence of the primal-dual algorithm for composite optimization problems when the objective functions are weakly convex. We introduce a modified duality gap function, which is a lower bound of the standard duality gap…

最优化与控制 · 数学 2024-10-29 Ewa Bednarczuk , The Hung Tran , Monika Syga

Functions with singularities are notoriously difficult to approximate with conventional approximation schemes. In computational applications, they are often resolved with low-order piecewise polynomials, multilevel schemes, or other types…

数值分析 · 数学 2024-07-30 Nicolas Boullé , Astrid Herremans , Daan Huybrechs

Inductive inference is a recursion-theoretic theory of learning, first developed by E. M. Gold (1967). This paper surveys developments in probabilistic inductive inference. We mainly focus on finite inference of recursive functions, since…

机器学习 · 计算机科学 2007-05-23 Andris Ambainis

We survey the known results about simple permutations. In particular, we present a number of recent enumerative and structural results pertaining to simple permutations, and show how simple permutations play an important role in the study…

组合数学 · 数学 2008-04-18 Robert Brignall

The article deals with a kind of recursive function templates in C++, where the recursion is realized corresponding template parameters to achieve better computational performance. Some specialization of these template functions ends the…

数学软件 · 计算机科学 2007-05-23 Volodymyr Myrnyy

We discuss various formalisms to describe string-to-string transformations. Many are based on automata and can be seen as operational descriptions, allowing direct implementations when the input scanner is deterministic. Alternatively, one…

形式语言与自动机理论 · 计算机科学 2019-08-06 Paul Gastin

We introduce and consider a certain probability question involving elementary number theory and the likelihood that a fixed prime will appear in a certain recursively defined factorization of an integer. We derive several convergent…

数论 · 数学 2014-06-17 Patrick Devlin , Edinah Gnang

In this article one builds a class of recursive sets, one establishes properties of these sets, and one proposes applications.

综合数学 · 数学 2007-05-23 Florentin Smarandache

Primitive recursion, mu-recursion, universal object and universe theories, complexity controlled iteration, code evaluation, soundness, decidability, G\"odel incompleteness theorems, inconsistency provability for set theory, constructive…

逻辑 · 数学 2015-04-14 Michael Pfender

Interpretation methods and their restrictions to polynomials have been deeply used to control the termination and complexity of first-order term rewrite systems. This paper extends interpretation methods to a pure higher order functional…

计算机科学中的逻辑 · 计算机科学 2023-06-22 Emmanuel Hainry , Romain Péchoux

We present a method for synthesizing recursive functions that provably satisfy a given specification in the form of a polymorphic refinement type. We observe that such specifications are particularly suitable for program synthesis for two…

编程语言 · 计算机科学 2016-04-22 Nadia Polikarpova , Ivan Kuraj , Armando Solar-Lezama

We give an elementary characterization of rational functions among meromorphic functions in the complex plane.

复变函数 · 数学 2017-12-13 Bao Qin Li

We define two classes of functions, called regular (respectively, first-order) list functions, which manipulate objects such as lists, lists of lists, pairs of lists, lists of pairs of lists, etc. The definition is in the style of regular…

形式语言与自动机理论 · 计算机科学 2018-03-19 Mikolaj Bojanczyk , Laure Daviaud , Krishna Shankara Narayanan

The authors' ATR programming formalism is a version of call-by-value PCF under a complexity-theoretically motivated type system. ATR programs run in type-2 polynomial-time and all standard type-2 basic feasible functionals are ATR-definable…

计算机科学中的逻辑 · 计算机科学 2007-05-23 Norman Danner , James S. Royer

We investigate the modeling and the numerical solution of machine learning problems with prediction functions which are linear combinations of elements of a possibly infinite-dimensional dictionary. We propose a novel flexible composite…

统计理论 · 数学 2015-12-03 Patrick L. Combettes , Saverio Salzo , Silvia Villa

Higher-order recursion schemes are recursive equations defining new operations from given ones called "terminals". Every such recursion scheme is proved to have a least interpreted semantics in every Scott's model of \lambda-calculus in…

计算机科学中的逻辑 · 计算机科学 2019-08-15 Jiri Adamek , Stefan Milius , Jiri Velebil

A numeral system is an infinite sequence of different closed normal $\lambda$-terms intended to code the integers in $\lambda$-calculus. H. Barendregt has shown that if we can represent, for a numeral system, the functions : Successor,…

逻辑 · 数学 2009-05-07 Karim Nour

We study two techniques to obtain new families of classical and general Dual-Feasible Functions: A conversion from minimal Gomory--Johnson functions; and computer-based search using polyhedral computation and an automatic maximality and…

最优化与控制 · 数学 2018-12-04 Matthias Köppe , Jiawei Wang

This chapter compiles a number of results that apply the theory of parameterized algorithmics to the running-time analysis of randomized search heuristics such as evolutionary algorithms. The parameterized approach articulates the running…

神经与进化计算 · 计算机科学 2020-01-16 Frank Neumann , Andrew M. Sutton

This paper associates a dual problem to the minimization of an arbitrary linear perturbation of the robust sum function introduced in DOI 10.1007/s11228-019-00515-2. It provides an existence theorem for primal optimal solutions and, under…

最优化与控制 · 数学 2019-11-07 Nguyen Dinh , Miguel A. Goberna , Michel Volle
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