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Fourier-Motzkin elimination is a projection algorithm for solving finite linear programs. We extend Fourier-Motzkin elimination to semi-infinite linear programs which are linear programs with finitely many variables and infinitely many…

最优化与控制 · 数学 2014-04-30 Amitabh Basu , Kipp Martin , Chris Ryan

We present a novel algorithm attaining excessively fast, the sought solution of linear systems of equations. The algorithm is short in its basic formulation and, by definition, vectorized, while the memory allocation demands are trivial,…

机器学习 · 计算机科学 2023-09-26 Nikolaos P. Bakas

Symmetry in integer programming causes redundant search and is often handled with symmetry breaking constraints that remove as many equivalent solutions as possible. We propose an algebraic method which allows to generate a random family of…

符号计算 · 计算机科学 2026-02-10 Madalina Erascu , Johannes Middeke

We develop a natural variant of Dikin's affine-scaling method, first for semidefinite programming and then for hyperbolic programming in general. We match the best complexity bounds known for interior-point methods. All previous…

最优化与控制 · 数学 2014-10-27 James Renegar , Mutiara Sondjaja

Nonlinear matrix equations arise in many practical contexts related to control theory, dynamical programming and finite element methods for solving some partial differential equations. In most of these applications, it is needed to compute…

数值分析 · 数学 2014-10-22 Negin Bagherpour , Nezam Mahdavi-Amiri

A new algorithm is presented for computing a direct solution to a system of consistent linear equations. It produces a minimum norm particular solution, a generalized inverse (of type {124}), and a null space projection operator. In…

环与代数 · 数学 2013-04-30 Michael F. Zimmer

A novel approach is introduced to a very widely occurring problem, providing a complete, explicit resolution of it: minimisation of a convex quadratic under a general quadratic, equality or inequality, constraint. Completeness comes via…

最优化与控制 · 数学 2017-07-21 Casper Albers , Frank Critchley , John Gower

We introduce a new technique for solving uni-parametric versions of linear programs, convex quadratic programs, and linear complementarity problems in which a single parameter is permitted to be present in any of the input data. We…

最优化与控制 · 数学 2022-03-25 Nathan Adelgren

Counting the number of perfect matchings in bipartite graphs, or equivalently computing the permanent of 0-1 matrices, is an important combinatorial problem that has been extensively studied by theoreticians and practitioners alike. The…

数据结构与算法 · 计算机科学 2019-08-12 Supratik Chakraborty , Aditya A. Shrotri , Moshe Y. Vardi

We propose a new polynomial-time algorithm for linear programming. We further extend the ideas used in this new linear programming algorithm for nonlinear programming problems. The new algorithm is based on the idea of treating the…

综合数学 · 数学 2019-03-14 Dhananjay P. Mehendale

Hyperbolic programming is the problem of computing the infimum of a linear function when restricted to the hyperbolicity cone of a hyperbolic polynomial, a generalization of semidefinite programming. We propose an approach based on symbolic…

最优化与控制 · 数学 2018-02-07 Simone Naldi , Daniel Plaumann

The goal of this paper is to provide computational tools able to find a solution of a system of polynomial inequalities. The set of inequalities is reformulated as a system of polynomial equations. Three different methods, two of which…

动力系统 · 数学 2016-03-04 Laura Menini , Corrado Possieri , Antonio Tornambè

The lower and upper bound of any given algorithm is one of the most crucial pieces of information needed when evaluating the computational effectiveness for said algorithm. Here a novel method of Boolean Algebraic Programming for symbolic…

数据结构与算法 · 计算机科学 2014-07-14 Daniel McCormack

We give a strongly polynomial-time algorithm for integer linear programs defined by integer coefficient matrices whose subdeterminants are bounded by a constant and that contain at most two nonzero entries in each row. The core of our…

组合数学 · 数学 2025-01-31 Samuel Fiorini , Gwenaël Joret , Stefan Weltge , Yelena Yuditsky

A new algorithms for computing discrete logarithms on elliptic curves defined over finite fields is suggested. It is based on a new method to find zeroes of summation polynomials. In binary elliptic curves one is to solve a cubic system of…

密码学与安全 · 计算机科学 2015-04-07 Igor Semaev

Machine-learning methods are gradually being adopted in a wide variety of social, economic, and scientific contexts, yet they are notorious for struggling with exact mathematics. A typical example is computer algebra, which includes tasks…

机器学习 · 计算机科学 2024-11-06 Lennart Dabelow , Masahito Ueda

We survey and unify recent results on the existence of accurate algorithms for evaluating multivariate polynomials, and more generally for accurate numerical linear algebra with structured matrices. By "accurate" we mean that the computed…

数值分析 · 数学 2008-05-21 James Demmel , Ioana Dumitriu , Olga Holtz , Plamen Koev

We consider a generalization of polynomial programs: algebraic programs, which are optimization or feasibility problems with algebraic objectives or constraints. Algebraic functions are defined as zeros of multivariate polynomials. They are…

最优化与控制 · 数学 2025-02-13 Muhammad Maaz , Adam W. Strzeboński

This work develops a class of probabilistic algorithms for the numerical solution of nonlinear, time-dependent partial differential equations (PDEs). Current state-of-the-art PDE solvers treat the space- and time-dimensions separately,…

数值分析 · 数学 2022-03-10 Nicholas Krämer , Jonathan Schmidt , Philipp Hennig

Finite elasticity problems commonly include material and geometric nonlinearities and are solved using various numerical methods. However, for highly nonlinear problems, achieving convergence is relatively difficult and requires small load…

数值分析 · 数学 2018-05-01 Yue Mei , Daniel E. Hurtado , Sanjay Pant , Ankush Aggarwal